Azure GenAI + LLM + RAG
Azure Examples
Azure Examples
1Azure examples for OpenAI Models with RAG and LLM tests
2
3Azure AI Studio
GenAI
GenAI Concepts
1Prompting:
2------------------------->
3Zero shot prompting
4Few-shot prompting
5Chain-of-Thought prompting
6Advesarial Prompting
7INference parameters
8
9
10Nueral Networks
11------------------------------------------------------------>
12Input Layer --> Hidden Layers --> Output Layer
13
14
15INput Text ---> Transformer Model --> output text
16
17Tokenization ---> Embeddings and HYperParameter Tuning
18
19AI Applications on Azure
20
21LLMOps and Lifecycles of LLM -
22
23Advanced RAG
24
25
26-------------------------------------------------------------------------------------------------------------------->
27
28
29Imperative programing to declarative programing
30
31Paradigm Shift --->
3201. Supervised Learning (like school with children - you need to show multiple examples of cat and dog and allow them to learn)
33
3402. Unsupervised Learning ( its like throwing a baby in an unknown environment asking to figure it out on his own - we didnt give examples )
35
3603. Reinforcement Learning ( train the system - feedback loop )
37
3804. Self-Supervised Learning -- reward or penalise by itself.
39
40
41Natural Language Processing - NLP built on Neural Networks
42
43Idea of GPUs, CUDA and crawling of common datasets ... i.e crwaling of large-datasets leads to new era of tech called --- Artificail Intelligence(AI)
44
45GPUs have enabled parallel training, making large-scale model training feasible.
46
47Transformers in AI... is moslty matrix operations
48
49LLMs - transformers are the key
50
51Gemini
52Llama
53GPT - Generative Pre-trained Transformer
54Claude
55
56
57Neurosymbolic AI
58
59
60
61RLHF -- Re-inforcement Learning from Human Feedback.
62
63Enhanced Model -- Fine-Tuning Process + Human and Machine Feedback.
64
65
66
67Multi-Modality
68------------------>
69Text Modality
70Image Modality
71
72Video Modality
73Audio Modality
74
75
76Tansformer Model:
77
78DALL.E ... CLIP ... Midjourney
Retrieval Augmented Generation
Retrieval Augmented Generation
1# RAG
2
3Retrieval Augmented Generation(RAG)
4
5RAG is a powerful hybrid architecture that extends the capabilities of Foundation models by integrating real-time data retrieval from external databases.
6
7Agentic RAG
8
9the process of which external data-source needs to be selected thats where different types of RAG comes into the picture
RAG Vector Search
RAG Vector Search
1Vector search basically is that...
2
3it searches the based on the semantic meaning of the words...
4
5lets say in your Database for all the cars you used the word called vehicle....but IN normal search technique if you search for cars then you want be able to get anything
6
7but if its in Vector Search it is possible to get the result cause vector search stores the semantic meaning of the words that are stored in multi-dimensional space.
8
9https://weaviate.io/blog/distance-metrics-in-vector-search
10
11
12
13Naive RAG:
14------------------------------->
15
16
17
18user sends both query and pdf docs to GenAI lets say to chatgpt
19
20User ---> Query ---> Embedding Model ---> Vectorize ---> Vector Store --------retrieve-------> Augment(prompt, relevantDocs, Query)
Agentic RAG Systems
Agentic RAG Systems
1Query Expansion (With Multiple Query)
Graph RAG
Graph RAG
1Graph Databases
Prompting Techniques
Prompting Techniques
11. Fine-Tuning
22. Conext Learning
3
4
51. Zero-shot prompting - Asking the model to perform task directly without giving any examples
6
72. Few-Shot prompting - Providing a few examples before asking the model to questions
8
93. Chain-of-thought prompting - OpenAIo1
10
114. Adversarial prompting -
12
13Anthropics Approach with Claude
14
15Prompt Management:
16----------------------------------------->
171. Prompt Recording
182. Feedback Mechanism
193. Templates
20
21
225. Inference parameters: - Mastering the output
23
24Hyper-Parameter Tuning
25
26temperature:
27Top-K sampling
28Top-P Sampling
29Presence and Frequency Penalties
30Logit bias
31
32
33https://www.promptingguide.ai/
34
35Anthropic prompting
36
37https://docs.anthropic.com/en/prompt-library/library
LLMs Performance
LLMs Performance
1LLMs performance
2
3lmsys
4
5chatbot arena
6
7https://lmarena.ai/
8
9
10x.ai
11
12https://huggingface.co/spaces/lmarena-ai/chatbot-arena-leaderboard
13
14
15https://docs.ragas.io/en/stable/
16
17
18Learning Interprertability Tool:
19
20https://pair-code.github.io/lit/
21
22
23
24RLHF: Reinforcement Learning by Human Feedback
25
26
27
28LLMOps:
29------------------------------------------------------------------------>
30
311. Scalabillity: Managing computational resources to handle varying workloads without promising performance.
322. Latency Optimization: Reducing response times for real-time application through model optimization and efficient infrastructure
333. Monitoring and Logging: Continuously Tracking model outputs for quality assurance and compliance, enabling rapid response to issues.
344. Version Control and Updates: Maintaining consistent performance across model updates, with rollback mechanisms in case of unforseen problems
35
36API layer on top of apps - Caching Layer
Transformer Architecture
Standalone LLM vs RAG
RAG Vector Search Diagram
Vector Search Example
Generative LLM Diagram
Advanced RAG
3D Embedding Visualization
Dynamic Embeddings in RAG
Math in Transformers
Inference Parameter Visualizations
AI Studio in Action
Deploying Fine-tuned Models
LLM Leaderboard
Demo: Contoso Chat Setup
Setup Azure AI Contoso Chat
1https://github.com/Azure-Samples/contoso-chat.git
2
3The above AI example has the full End2End process of creating RAG applicaiton with Prompty and AI Studio
4
5It includes GPT 3.5 Turbo LLM Application code, evaluations, deployment automation with AZD Cli.
6GithubActions for evaluation and deployment and intent mapping for multiple LLM task Mapping.
7
8
9(.venv) bharathkumardasaraju@azure-samples-contoso-chat$ az login --use-device-code
10To sign in, use a web browser to open the page https://microsoft.com/devicelogin and enter the code NJSKTJT62 to authenticate.
11
12Retrieving tenants and subscriptions for the selection...
13
14[Tenant and subscription selection]
15
16No Subscription name Subscription ID Tenant
17----- --------------------- ------------------------------------ -----------------
18[1] * Azure subscription 1 fda65227-e02e-4d3b-9ae4-f32fb9f280fd Default Directory
19[2] bharath-ai-sg-test-01 6ced41d4-5c31-4325-b2c0-ac5cf2dac444 Default Directory
20[3] BharathTest 2359f93a-8785-4e1e-8b99-8def74b02d69 bharathkumaraju
21
22The default is marked with an *; the default tenant is 'Default Directory' and subscription is 'Azure subscription 1' (fda65227-e02e-4d3b-9ae4-f32fb9f280fd).
23
24Select a subscription and tenant (Type a number or Enter for no changes): 1
25
26Tenant: Default Directory
27Subscription: Azure subscription 1 (fda65227-e02e-4d3b-9ae4-f32fb9f280fd)
28
29[Announcements]
30With the new Azure CLI login experience, you can select the subscription you want to use more easily. Learn more about it and its configuration at https://go.microsoft.com/fwlink/?linkid=2271236
31
32If you encounter any problem, please open an issue at https://aka.ms/azclibug
33
34[Warning] The login output has been updated. Please be aware that it no longer displays the full list of available subscriptions by default.
35
36(.venv) bharathkumardasaraju@azure-samples-contoso-chat$
37
38
39
40(.venv) bharathkumardasaraju@azure-samples-contoso-chat$ azd auth login
41 Logged in to Azure as dbkraju@hotmail.com
42(.venv) bharathkumardasaraju@azure-samples-contoso-chat$
Contoso Chat Workshop PDF
Vector Search and RAG - Shell Demos
Vector Search
1(.venv) bharathkumardasaraju@RAG$ python3.12 ./1.vector_search.py
2
3🔹 List of Sentences to Search From:
4- Best pizza places nearby.
5- Popular breakfast spots in New York.
6- Top-rated seafood restaurants in Miami.
7- Cheap hotels near the beach.
8- Recipes for quick pasta dishes.
9- Is PizzaHut Restaurant Near Me.
10
11🧠 Generating embedding for: "Best pizza places nearby."
12✅ Embedding generated (first 5 values): [-0.08649007230997086, -0.029158486053347588, 0.021387368440628052, -0.007155250757932663, -0.016818758100271225] ...
13
14
15🧠 Generating embedding for: "Popular breakfast spots in New York."
16✅ Embedding generated (first 5 values): [-0.03500208258628845, -0.017171040177345276, -0.011198027059435844, 0.006204014644026756, -0.008464519865810871] ...
17
18
19🧠 Generating embedding for: "Top-rated seafood restaurants in Miami."
20✅ Embedding generated (first 5 values): [-0.008219791576266289, 0.03652282431721687, 0.0037918840534985065, 0.03813983127474785, 0.01901601441204548] ...
21
22
23🧠 Generating embedding for: "Cheap hotels near the beach."
24✅ Embedding generated (first 5 values): [-0.04145326092839241, 0.026635831221938133, 0.029279422014951706, -0.00951359048485756, -0.021059857681393623] ...
25
26
27🧠 Generating embedding for: "Recipes for quick pasta dishes."
28✅ Embedding generated (first 5 values): [-0.053842585533857346, -0.03515124320983887, -0.029104748740792274, -0.05926523730158806, -0.006262439768761396] ...
29
30
31🧠 Generating embedding for: "Is PizzaHut Restaurant Near Me."
32✅ Embedding generated (first 5 values): [-0.09511896222829819, -0.026932721957564354, 0.0025031305849552155, -3.803021172643639e-05, 0.008369842544198036] ...
33
34
35🔍 Searching for sentences similar to: "Find the best pizza restaurant close to me."
36
37🧠 Generating embedding for: "Find the best pizza restaurant close to me."
38✅ Embedding generated (first 5 values): [-0.06838679313659668, -0.009952893480658531, -0.012798307463526726, -0.0091355936601758, -0.006635262630879879] ...
39
40
41📊 **Similarity Scores:**
42- 0.7056 | Best pizza places nearby.
43- 0.6609 | Is PizzaHut Restaurant Near Me.
44- 0.3585 | Top-rated seafood restaurants in Miami.
45- 0.3373 | Cheap hotels near the beach.
46- 0.3328 | Popular breakfast spots in New York.
47- 0.2592 | Recipes for quick pasta dishes.
48
49🏆 **Top Matches:**
50✅ 0.7056 - Best pizza places nearby.
51✅ 0.6609 - Is PizzaHut Restaurant Near Me.
52(.venv) bharathkumardasaraju@RAG$
Full Embedding Vector Search
1(.venv) bharathkumardasaraju@RAG$ python3.12 ./2.vector_search.py
2
3🔹 List of Sentences to Search From:
4- Best pizza places nearby.
5- Popular breakfast spots in New York.
6- Top-rated seafood restaurants in Miami.
7- Cheap hotels near the beach.
8- Recipes for quick pasta dishes.
9- Is PizzaHut Restaurant Near Me.
10
11🧠 Generating embedding for: "Best pizza places nearby."
12✅ Full Embedding Vector (1536 values):
13[-0.08649442344903946, -0.029182350262999535, 0.021388445049524307, -0.007144412491470575, -0.016830801963806152, -0.016987577080726624, 0.01988789439201355, 0.014803939498960972, -0.0005742545472458005, -0.02101890556514263, 0.010688623413443565, 0.013404171913862228, -0.02828649803996086, 0.006315750069916248, 0.0303693525493145, 0.025554152205586433, -0.0010547246783971786, 0.040671639144420624, 0.02842087671160698, 0.015207072719931602, 0.04326960816979408, -0.025419775396585464, -0.01474794838577509, -0.025643737986683846, 0.05343751981854439, 0.0009504420449957252, 0.012295556254684925, 0.020526187494397163, 0.01362813450396061, -0.019831903278827667, 0.006511717569082975, -0.020974114537239075, 0.02322494052350521, -0.04185864329338074, -0.021970748901367188, -0.008129849098622799, 0.014199240133166313, 0.010537448339164257, 0.020391810685396194, -0.025285396724939346, -0.016696425154805183, 0.011326917447149754, 0.03350483253598213, -0.026875533163547516, 0.009714385494589806, -0.022306691855192184, -0.002506983233615756, -0.0030962852761149406, 0.032004281878471375, 0.0014515587827190757, -0.01634928211569786, -0.04380711913108826, -0.03451266512274742, -0.041612282395362854, -0.013516153208911419, 0.007116416934877634, 0.00302069797180593, -0.032429810613393784, 0.08044742792844772, 0.0020072662737220526, -0.030705295503139496, -0.015431035310029984, 0.03220584616065025, 0.023112958297133446, 0.017155548557639122, 0.04577799141407013, -0.014412004500627518, 0.014076060615479946, -0.009988740086555481, -0.011142147704958916, -0.040022145956754684, 0.0030122993048280478, 0.014456797391176224, -0.05155622959136963, 0.05469170957803726, 0.01624849997460842, 0.03175792098045349, 0.003597402013838291, 0.0491822250187397, -0.017525088042020798, 0.01038067415356636, 0.009691989049315453, -0.003558208467438817, 0.02063816972076893, -0.014311221428215504, -0.014669561758637428, -0.0687117800116539, -0.017088359221816063, -0.06024598702788353, 0.0038101666141301394, 0.01988789439201355, -0.06929408013820648, 0.019025636836886406, -0.030458936467766762, -0.043717533349990845, 0.0037289801985025406, 0.01265389658510685, 0.017021171748638153, -0.02472549118101597, -0.003840961493551731, 0.026920326054096222, -0.08143286406993866, 0.01533025223761797, 0.0070044356398284435, 0.030503729358315468, -0.022441070526838303, 0.03312409296631813, 0.020201442763209343, 0.04998848959803581, -0.014412004500627518, -0.084613136947155, 0.048420753329992294, -0.004000535234808922, 0.0018350949976593256, -0.05657299607992172, 0.015621403232216835, 0.04367274045944214, -0.04649467021226883, -0.0011716053122654557, -0.03245220705866814, -0.02546456828713417, 0.00315507547929883, -0.008197037503123283, -0.010929383337497711, -0.006618100218474865, -0.023314524441957474, -0.018084993585944176, -0.0036729895509779453, 0.01628209464251995, -0.03874555975198746, -0.02465830184519291, 0.007945079356431961, 0.036192383617162704, -0.03001101128757, -0.024971850216388702, 0.033885568380355835, 0.0084042027592659, 0.007396370638161898, 0.0012891857186332345, 0.009977541863918304, -0.012329150922596455, -0.03191469609737396, 0.011086157523095608, -0.017077160999178886, -0.04055965691804886, -0.027278665453195572, -0.00914887897670269, -0.030212577432394028, 0.018544116988778114, 0.04029090330004692, -0.04963015019893646, 0.0006347944727167487, -0.026293229311704636, -0.052900008857250214, -0.08340373635292053, -0.019932687282562256, -0.02281060814857483, -0.005271523725241423, -0.040402885526418686, 0.0021472431253641844, -0.036192383617162704, -0.0008370608557015657, -0.03310169652104378, 0.010263093747198582, 0.022105125710368156, 0.01641647145152092, -0.03596842288970947, 0.018409740179777145, -0.0759681761264801, -0.029271934181451797, 0.008880124427378178, -0.02141084149479866, 0.020705359056591988, 0.05576673150062561, 0.004246894270181656, 0.04181385040283203, 0.023829638957977295, 0.019518354907631874, -0.038073670119047165, -0.0070268320851027966, 0.017726654186844826, 0.049495771527290344, 0.03798408806324005, 0.013437766581773758, -0.0042384956032037735, 0.03789450228214264, -0.0144679956138134, 0.014546382240951061, -0.003706583986058831, 0.04548684135079384, -0.006774873938411474, 0.009663993492722511, -0.024613508954644203, 0.06015640124678612, -0.019160015508532524, -0.0253077931702137, -0.023560883477330208, 0.01930559054017067, -0.04129873588681221, -0.00021363949053920805, -0.03527413681149483, -0.021556416526436806, 0.0052911206148564816, 0.018308956176042557, -0.029047971591353416, -0.01399767305701971, 0.009943947196006775, -0.00880733598023653, 0.022306691855192184, 0.011802838183939457, 0.04006693884730339, 0.006080589257180691, 0.05191457271575928, 0.011903621256351471, -0.002648359863087535, -0.023919224739074707, -0.0048795887269079685, 0.06602422893047333, 0.0008132648072205484, 0.027211477980017662, -0.010307886637747288, -0.023964017629623413, -0.0020058664958924055, 0.04707697406411171, -0.008896920830011368, 0.03744657710194588, 0.05769281089305878, -0.005305118393152952, 0.03081727772951126, 0.03321367874741554, 0.018062597140669823, -0.012844265438616276, -0.033303264528512955, 0.03341524675488472, -0.000988935586065054, -0.0023418108467012644, 0.002157041570171714, 0.025039037689566612, 0.01262030191719532, -0.0039025512523949146, -0.02066056616604328, -0.03767053782939911, 0.010834199376404285, -0.02922714129090309, 0.07605776190757751, -0.02611405961215496, -0.02329212799668312, -0.015363845974206924, -0.019003242254257202, -0.010296688415110111, -0.03585644066333771, 0.007424366194754839, -0.005307917948812246, -0.058543868362903595, 0.04347117617726326, -0.07001076638698578, -0.02209392748773098, 0.008247429504990578, 0.029764652252197266, 0.015934951603412628, -0.01787222921848297, 0.037782520055770874, -0.03856638818979263, -0.003143877489492297, -0.0059014190919697285, -0.0285776499658823, 0.05231770500540733, 0.03462464362382889, -0.045083705335855484, -0.008079457096755505, -0.02267623133957386, -0.04537485912442207, 0.01443440094590187, 0.007295587565749884, -0.027972949668765068, -0.025509359315037727, -0.011175742372870445, 0.004893586505204439, 0.023381713777780533, 0.02115328423678875, -0.000701283453963697, -0.06620339304208755, 0.018051398918032646, 0.01222836785018444, 0.010806203819811344, -0.022855401039123535, 0.009999938309192657, -0.018443334847688675, -0.053258348256349564, -0.007805102504789829, -0.034893400967121124, -0.012149980291724205, -0.005344311706721783, -0.06709925085306168, 0.03805127367377281, 0.03469183295965195, 0.04253052920103073, -0.06924928724765778, 0.0001343776675639674, 0.03520694747567177, -0.0039221481420099735, 0.009574408642947674, -0.01153408270329237, 0.02212752215564251, -0.0007572741596959531, 0.008594571612775326, -0.02436714991927147, -0.0046052346006035805, -0.02705470286309719, -0.014927119016647339, -0.01684200018644333, -0.00891931727528572, 0.017861030995845795, -0.047480106353759766, 0.025621341541409492, -0.020134253427386284, 0.03984297811985016, 0.004316882696002722, 0.004507250618189573, 0.0033426443114876747, 0.027972949668765068, -0.03753616288304329, 0.0055570765398442745, 0.004011732991784811, -0.025285396724939346, 0.029249537736177444, 0.020201442763209343, -0.011556479148566723, 0.013896889984607697, -0.003384637413546443, 0.04927181079983711, -0.013404171913862228, 0.007228398695588112, 0.034087132662534714, -0.016461264342069626, -0.033236075192689896, 0.006858860142529011, -0.0018392943311482668, 0.007094020955264568, 0.07108578830957413, -0.01793941855430603, -0.030100597068667412, 0.016976378858089447, -0.03464704006910324, 0.04396389424800873, -0.05827511474490166, -0.02137724682688713, 0.03885754197835922, -0.028667235746979713, -0.021746786311268806, -0.06423252075910568, -0.01518467627465725, -0.0069036525674164295, -0.0059518106281757355, 0.02669636346399784, 0.03578925132751465, 0.030190182849764824, 0.007441163063049316, 0.023247335106134415, -0.006858860142529011, -0.02248586341738701, -0.03370639681816101, -0.021142086014151573, -0.0015663396334275603, 0.035251740366220474, 0.04503891244530678, 0.00824183039367199, -0.036259572952985764, -0.026785947382450104, 0.005643861833959818, -0.045957162976264954, -0.005425498355180025, -0.048062410205602646, 0.022564249113202095, -0.06575547158718109, 0.008824133314192295, -0.07395251095294952, 0.04181385040283203, 0.032519396394491196, 0.0430232472717762, 0.013717720285058022, -0.031937092542648315, 0.027860969305038452, 0.036416348069906235, 0.02842087671160698, -0.042844079434871674, -0.035475704818964005, -0.05921575799584389, 0.014848732389509678, 0.0213436521589756, -0.00427488936111331, -0.023605676367878914, -0.012306754477322102, -0.0022382279857993126, -0.01566619612276554, 0.0025643736589699984, 0.07708798348903656, -0.027502628043293953, -0.07036910206079483, 0.04239615425467491, 0.009456828236579895, -0.023112958297133446, -0.05675216764211655, -0.004538045730441809, -0.01021830178797245, 0.017088359221816063, 0.0006970841204747558, 0.029630275443196297, -0.05800635740160942, 0.027233872562646866, -0.009356045164167881, -0.033952757716178894, 0.008846529759466648, -0.023516090586781502, -0.03305690735578537, 0.00880733598023653, 0.03095165453851223, -0.030705295503139496, -0.04273209720849991, -0.011035765521228313, -0.0021094493567943573, 0.01982070505619049, 0.002089852700009942, -0.010195905342698097, -0.02575571835041046, 0.03260897845029831, 0.012564311735332012, -0.03066050447523594, 0.008040263317525387, -0.046539463102817535, 0.049943700432777405, 0.004745211452245712, 0.004882388282567263, -0.04730093851685524, 0.018768081441521645, -0.022956185042858124, -0.005489887669682503, 0.01693158596754074, -0.006276556756347418, -0.014915920794010162, -0.01823057048022747, -0.0867631807923317, -0.022888995707035065, 0.01164606399834156, 0.0028037340380251408, -0.04609153792262077, 0.03910389915108681, 0.0031662737019360065, -0.02929433062672615, -0.0034994182642549276, 0.029406312853097916, -0.006102985702455044, 0.014994307421147823, 0.009568809531629086, 0.0058006360195577145, 0.036864273250103, 0.015128685161471367, -0.058767832815647125, 0.011354913003742695, 0.00526312505826354, 0.010397471487522125, -0.05867824703454971, -0.026293229311704636, -0.04201541468501091, 0.0071276151575148106, -0.02618124894797802, -0.03507256880402565, 0.031086033210158348, 0.03457985073328018, -0.029204746708273888, -0.008572175167500973, -0.017637068405747414, 0.005209933966398239, 0.021209275349974632, -0.02089572697877884, -0.03957422077655792, -0.03623717650771141, -0.011259728111326694, -0.01362813450396061, 0.022877797484397888, -0.05178019404411316, 0.029697464779019356, -0.014624768868088722, -0.00026123158750124276, -0.016147715970873833, -0.04954056441783905, -0.010571043007075787, 0.05460212379693985, -0.01108055841177702, 0.0014515587827190757, -0.03805127367377281, 0.005389104131609201, 0.012844265438616276, -0.007771508302539587, 0.03225063905119896, 0.008370609022676945, -0.024344753473997116, -0.09926030039787292, 0.004241295158863068, 0.00022868698579259217, 0.027211477980017662, -0.049585357308387756, -0.027748987078666687, 0.053975027054548264, 0.003992136567831039, -0.005232330411672592, -0.0686669871211052, -0.007362776435911655, 0.0520489476621151, 0.04694259911775589, 0.01952955313026905, 0.03531892970204353, 0.008146645501255989, -0.023628072813153267, 0.0025643736589699984, 0.042776890099048615, 0.00020926521392539144, 0.041186753660440445, -0.028264101594686508, 0.014568778686225414, 0.00955201219767332, 0.018152182921767235, -0.008202636614441872, -0.028824009001255035, 0.026091663166880608, 0.007698720321059227, -0.0033930360805243254, -0.06427731364965439, -0.019160015508532524, 0.0084042027592659, 0.02034701779484749, -0.011948414146900177, -0.021724389865994453, 0.04544204846024513, 0.03285533934831619, 0.01540863886475563, 0.007334780879318714, -0.024277564138174057, -0.004364474676549435, -0.0206045750528574, -0.003986537456512451, 0.012956246733665466, -0.0062485611997544765, -0.011321318335831165, -0.00571105070412159, -0.023023372516036034, 0.016002140939235687, -0.024434339255094528, -0.014423202723264694, 0.019193610176444054, 0.009210469201207161, -0.020750151947140694, -0.0021556417923420668, 0.01742430403828621, 0.008101853542029858, -0.01992148905992508, 0.025867700576782227, -0.030122993513941765, 0.029764652252197266, 0.017502691596746445, -0.030122993513941765, 0.009557611308991909, -0.01526306290179491, 0.015688592568039894, 0.04833116754889488, -0.013079426251351833, 0.04940618947148323, 0.043717533349990845, -0.01457997690886259, 0.019742319360375404, -0.017659464851021767, -0.0005063658463768661, 0.02072775550186634, -0.005372307263314724, -0.011214936152100563, 0.025039037689566612, 0.061365801841020584, -0.010733416303992271, -0.017760248854756355, -0.008700953796505928, -0.013001038692891598, -0.003969740122556686, -0.007273191120475531, 0.013471361249685287, 0.02069416083395481, 0.0014200640143826604, 0.0032754556741565466, 0.007821899838745594, -0.006864459253847599, 0.049719735980033875, 0.05997722968459129, -0.023672865703701973, 0.004179705400019884, -0.016797207295894623, 0.005772640462964773, -0.00872894935309887, -0.04297845810651779, 0.010212702676653862, -0.046539463102817535, -0.012183574959635735, -0.05173540115356445, -0.006982039660215378, -0.04062684625387192, -0.027390647679567337, -0.022530654445290565, 0.05330314114689827, -0.021097293123602867, 0.009843164123594761, 0.012306754477322102, 0.026584381237626076, -0.004938379395753145, -0.0007880690391175449, 0.030257370322942734, -0.026517191901803017, 0.02676355093717575, -0.025486962869763374, -0.04389670491218567, -0.013560946099460125, -0.01855531521141529, -0.014490391127765179, 0.015845365822315216, 0.03397515416145325, 0.003185870358720422, 0.025061434134840965, -0.011769243516027927, 0.02057098038494587, 0.029092764481902122, -0.003213865915313363, 0.006175773683935404, -0.044658176600933075, 0.032138656824827194, 0.03964141011238098, 0.04223937913775444, 0.03204907476902008, 0.031937092542648315, -0.03260897845029831, 0.01222836785018444, -0.04873429983854294, 0.0037597750779241323, -0.010638231411576271, 0.005131546873599291, 0.015688592568039894, 0.016562046483159065, -0.016730019822716713, 0.004300085362046957, 0.011164544150233269, 0.00809625443071127, -0.01171325333416462, -0.020167848095297813, -0.014691958203911781, -0.011175742372870445, 0.0026959518436342478, -0.0011618068674579263, 0.028532857075333595, -0.03263137489557266, 0.014400806277990341, 0.019126420840620995, -0.03832003101706505, -0.0030039006378501654, 0.0019330787472426891, 0.020850934088230133, 0.006858860142529011, -0.00981516856700182, 0.000965839484706521, -0.005254726391285658, -0.04094039648771286, 0.03896952420473099, 0.008185839280486107, 0.01751388981938362, 0.014165645465254784, 0.06517316401004791, 0.020492594689130783, 0.04945098236203194, -0.0006428431370295584, -0.01533025223761797, 0.015968546271324158, 0.026561984792351723, -0.04116435721516609, 0.016953982412815094, -0.022956185042858124, -0.0021640402264893055, 0.015475827269256115, -0.024434339255094528, 0.008801736868917942, -0.005946211516857147, -0.02005586586892605, 0.02349369414150715, 0.02069416083395481, 0.02378484606742859, -0.015968546271324158, -0.004957975819706917, 0.010117518715560436, 0.020201442763209343, -0.0012303955154493451, 0.020011072978377342, -0.020302224904298782, 0.013404171913862228, -0.019764713943004608, -0.009641597047448158, -0.003370639868080616, 0.011511686258018017, -0.016304489225149155, 0.02125406637787819, -0.0379616916179657, -0.030145389959216118, -0.028689632192254066, 0.0010162311373278499, -0.02092932164669037, 0.025263000279664993, -0.035341326147317886, 0.010576642118394375, -0.02871202677488327, -0.017625870183110237, -0.006797270383685827, -0.0011590073117986321, -0.03350483253598213, -0.022956185042858124, -0.026718759909272194, 0.008712152019143105, -0.060738705098629, 0.054288577288389206, 0.024703094735741615, 0.051959361881017685, -0.013381775468587875, 0.010744614526629448, 0.021097293123602867, -0.004456859081983566, -0.028913594782352448, -0.005593470297753811, -0.013796106912195683, 0.010878991335630417, -0.004350476898252964, 0.008566576056182384, 0.01836494728922844, -0.009686389937996864, -0.004297285806387663, -0.03139958158135414, 5.8527770306682214e-05, -0.00358060491271317, -0.02951829321682453, -0.0019540751818567514, -0.01602453738451004, -0.02335931733250618, -0.02452392317354679, 0.003087886841967702, -0.013426568359136581, 0.02524060383439064, -0.029339123517274857, -0.03469183295965195, -0.025576548650860786, -0.0013465761439874768, 0.00555427698418498, -0.005114750005304813, -0.001263989950530231, 0.008113051764667034, -0.04649467021226883, -0.016797207295894623, -0.02718908153474331, -0.013247397728264332, 0.05025724694132805, -0.00014251381799113005, 0.04622591659426689, 0.0128330672159791, -0.03697625547647476, 0.03059331513941288, 0.0026763551868498325, 0.007289988454431295, -0.0168084055185318, -0.0015761380782350898, 0.029473500326275826, 0.02036941424012184, -0.028801612555980682, 0.005173540208488703, 0.007133214268833399, 0.031198013573884964, 0.0103022875264287, -0.005610267631709576, -0.0009210468851961195, 0.0076147341169416904, -0.03932786360383034, -0.03204907476902008, -0.007821899838745594, 0.023157751187682152, -0.010453462600708008, 0.01580057293176651, -0.017245134338736534, 0.04940618947148323, -0.036864273250103, 0.02980944514274597, 0.006259759422391653, -0.018824070692062378, -0.025419775396585464, -0.00298430398106575, 0.008471392095088959, 0.0045128497295081615, -0.004129313863813877, -0.010033532045781612, -0.022082729265093803, 0.0006795870722271502, -0.006226165220141411, 0.0019260798580944538, -0.018577711656689644, 0.0019372779643163085, -0.03585644066333771, 0.03926067426800728, 0.015464629977941513, 0.007138813380151987, 0.023807242512702942, -0.0109349824488163, -0.0019008840899914503, 0.016830801963806152, -0.034669436514377594, -0.022698627784848213, 0.0029171151109039783, 0.020358216017484665, -0.006909251678735018, -0.023045768961310387, 0.01732352003455162, -0.015207072719931602, 0.03885754197835922, -0.02416558377444744, -0.0021850368939340115, 0.011814036406576633, -0.010722218081355095, 0.006394137162715197, -0.010772609151899815, -0.04304564371705055, 0.00926086027175188, -0.004549243953078985, -0.009714385494589806, -0.01937277987599373, 0.012530717067420483, -0.06768155097961426, 0.0017581077991053462, 0.0009427433251403272, -0.017995409667491913, -0.014960713684558868, 0.021724389865994453, 0.003717781975865364, -0.018252966925501823, 0.028510460630059242, 0.014803939498960972, -0.0231353547424078, -0.007939480245113373, -0.018499325960874557, -0.017009973526000977, 0.012754679657518864, 0.0031326792668551207, -0.018577711656689644, 0.014076060615479946, 0.0038437610492110252, -0.005601868964731693, 0.036617912352085114, -0.016338083893060684, -0.022116323933005333, -0.0144679956138134, -0.021646002307534218, 0.0011324117658659816, 0.008639363572001457, -0.062306445091962814, -0.010055928491055965, -0.01417684368789196, 0.01689799129962921, -0.017502691596746445, 0.008902519941329956, 0.01515108160674572, -0.00047102171811275184, 0.004529647063463926, 0.028891198337078094, -0.027726590633392334, -0.026091663166880608, -0.008857727982103825, -0.019652733579277992, 0.04752489924430847, -0.048286374658346176, -0.015050298534333706, -0.004694819450378418, 0.016293291002511978, 0.055811524391174316, 0.008689755573868752, 0.05814073607325554, -0.007530748378485441, -0.024792678654193878, 0.04071643203496933, -0.009624800644814968, 0.04324721172451973, -0.05590111017227173, 0.034087132662534714, 0.020268630236387253, -0.0028331291396170855, 0.038879938423633575, -0.003871756372973323, 0.006814067251980305, 0.04143311455845833, -0.04253052920103073, 0.028824009001255035, 0.005789437796920538, 0.03401994705200195, 0.005176339764147997, -0.0003968340461142361, 0.010335882194340229, 0.015240666456520557, -0.0050223651342093945, -0.015789374709129333, 0.009126483462750912, -0.009283256717026234, -0.008331415243446827, 0.01533025223761797, -0.010923784226179123, -0.027614610269665718, 0.02559894509613514, -0.02488226443529129, -0.007474757730960846, -0.010274291969835758, -0.0024285963736474514, 0.008191438391804695, 0.011556479148566723, 0.013840899802744389, 0.00961920153349638, -0.010111919604241848, 0.030929259955883026, -0.017121953889727592, -0.030996447429060936, -0.021590011194348335, 0.0023782046046108007, 0.0017469096928834915, -0.01302343513816595, 0.015072694979608059, -0.017267530784010887, -0.01758107729256153, -0.016013339161872864, 0.027502628043293953, 0.017827436327934265, -0.006522915791720152, 0.03267616778612137, 0.024120790883898735, 0.03587883710861206, -0.00627095764502883, -0.011959612369537354, 0.01544223353266716, 0.02524060383439064, 0.030794881284236908, 0.027368251234292984, -0.012754679657518864, -0.015677394345402718, -0.014759146608412266, -0.016102923080325127, -0.0004930680734105408, 0.027435440570116043, 0.01563260145485401, 0.0075867390260100365, 0.02971985936164856, -0.005349910818040371, 0.021231671795248985, -0.036192383617162704, 0.027211477980017662, 0.04185864329338074, 0.0018980845343321562, 0.021556416526436806, -0.019316788762807846, -0.04963015019893646, 0.017379511147737503, 0.0018700892105698586, -0.002537778113037348, 0.006724482402205467, 0.0022746219765394926, -0.008857727982103825, 0.009512818418443203, -0.03950703516602516, 0.021679596975445747, 0.07350458204746246, 0.02465830184519291, -0.005288321059197187, 0.0311084296554327, -0.0008188639185391366, -0.021813973784446716, 0.028084931895136833, 0.020884528756141663, 0.007849895395338535, -0.008969709277153015, 0.01073901541531086, 0.035408515483140945, -0.045397255569696426, 0.03160114586353302, 0.021242870017886162, 0.04868950694799423, 0.01655084826052189, 0.009126483462750912, 0.013650530949234962, -0.01417684368789196, -0.007317983545362949, -0.009568809531629086, 0.0041657076217234135, 0.018868863582611084, 0.00872894935309887, -0.007413167972117662, 0.012586708180606365, 0.04591237008571625, 0.030212577432394028, 0.01489352434873581, -0.029271934181451797, 0.017233936116099358, -0.013437766581773758, -0.030391748994588852, -0.0026385614182800055, 0.022004341706633568, 0.04945098236203194, 0.009316851384937763, 0.026293229311704636, -0.009199270978569984, -0.04232896491885185, 0.0011100155534222722, 0.0022158317733556032, -0.007441163063049316, -0.0028009344823658466, -0.06996597349643707, -0.014512787573039532, 0.004160108510404825, -0.012396339327096939, -0.00952401664108038, 0.0213436521589756, -0.015061496756970882, 0.010453462600708008, -0.02173558808863163, -0.014736750163137913, -0.015643799677491188, -0.008975308388471603, -0.033818379044532776, 0.04891347140073776, -0.018644900992512703, 0.013594540767371655, -0.01164606399834156, 0.0014403605600818992, 0.0260468702763319, 0.02286659926176071, 0.01563260145485401, 0.00932804960757494, -0.019910290837287903, -0.02163480408489704, 0.005459092557430267, -0.018241768702864647, -0.01797301322221756, 0.006724482402205467, 0.04190343618392944, -0.010929383337497711, 0.019294392317533493, 0.029988614842295647, 0.0056802560575306416, -0.013986474834382534, -0.009199270978569984, -0.02281060814857483, -0.07843176275491714, 0.0144679956138134, 0.000687635678332299, -0.025934889912605286, 0.05039162561297417, 0.025621341541409492, 0.006030197720974684, -0.010599038563668728, -0.010666226968169212, 0.01457997690886259, -0.00540870102122426, 0.024613508954644203, -0.026203645393252373, 0.006993237417191267, 0.025419775396585464, 0.032519396394491196, 0.020033469423651695, 0.012217169627547264, 0.01334818173199892, -0.0038801550399512053, 0.011836432851850986, 0.012956246733665466, 0.0008279623580165207, 0.02915995381772518, -0.016405273228883743, -0.03310169652104378, -0.024031205102801323, -0.003700984874740243, 0.006433330476284027, 0.013314587064087391, 0.01399767305701971, -0.014367211610078812, 0.017737852409482002, 0.004498852416872978, 0.00010157061478821561, 0.057961564511060715, -0.030346956104040146, -0.015285459347069263, -0.020459000021219254, 0.010733416303992271, 0.007670725230127573, -0.04259771853685379, 0.013986474834382534, 0.02465830184519291, -0.013303388841450214, -0.018768081441521645, 0.0285776499658823, 0.026718759909272194, 0.027793779969215393, 0.015106288716197014, -0.04351596534252167, -0.025195812806487083, -0.03529653325676918, -0.024434339255094528, 0.009966343641281128, -0.000705832673702389, -0.01081740204244852, -0.0007142312824726105, 0.01041426882147789, 0.007144412491470575, -0.026517191901803017, 0.005755843129009008, -0.013113019987940788, -0.013079426251351833, -0.005946211516857147, -0.023023372516036034, 0.016002140939235687, -0.023964017629623413, 0.02900317870080471, -0.0018434935482218862, -0.05146664381027222, 0.06445648521184921, 0.004409267101436853, 0.008398603647947311, -0.004137712065130472, 0.02027982845902443, -0.035050176084041595, -0.02980944514274597, 0.007211601361632347, -0.026718759909272194, -0.015050298534333706, -0.05222811922430992, -0.025845304131507874, 0.007295587565749884, -0.004622031934559345, 0.003034695517271757, 0.0437399297952652, -0.005050360690802336, -0.012530717067420483, 0.0013276793761178851, 0.0010127316927537322, -0.01474794838577509, 0.005251926835626364, 0.024053601548075676, 0.005083954893052578, 0.01634928211569786, 0.09379561245441437, -0.000151349842781201, -0.007206002250313759, -0.021657200530171394, 0.017491493374109268, 0.05142185464501381, -0.011881224811077118, -0.02582290768623352, -0.0013745715841650963, -0.013784908689558506, 0.025554152205586433, -0.05469170957803726, -0.017726654186844826, -0.005543078761547804, -0.008365009911358356, -0.026875533163547516, -0.038947127759456635, -0.0025909694377332926, -0.013908088207244873, 0.005643861833959818, 0.014490391127765179, -0.019294392317533493, 0.03861118108034134, 0.03419911488890648, 0.0007467758841812611, -0.0035386118106544018, -0.00033716895268298686, 0.015856564044952393, -0.01689799129962921, -0.013359379954636097, -0.00466402480378747, -0.0003306950384285301, -0.00716120982542634, -0.02465830184519291, -0.0004766207712236792, -0.015027902089059353, 0.005288321059197187, -0.01748029515147209, -0.010235099121928215, 0.008600170724093914, -0.022295493632555008, 0.02777138352394104, -0.012810670770704746, -0.008152244612574577, 0.04515089467167854, -0.005089554004371166, 0.001737111248075962, -0.03531892970204353, -0.023202544078230858, -0.006522915791720152, 0.016651632264256477, 0.022474665194749832, -0.0132026057690382, 0.004098518751561642, -0.005193136632442474, 0.006265358533710241, -0.00898650661110878, -0.02631562575697899, 0.004308484029024839, -0.014960713684558868, -0.024546319618821144, 0.006091787479817867, -0.01592375338077545, 0.0069316476583480835, 0.025330189615488052, -0.013325785286724567, -0.027390647679567337, -0.0018476928817108274, 0.025263000279664993, 0.006461326032876968, -0.003017898416146636, -0.0049943700432777405, -0.008868926204741001, -0.04221698269248009, -0.009003303945064545, -0.015453431755304337, -0.02335931733250618, 0.016338083893060684, 0.007581139914691448, -0.014165645465254784, 0.003281054552644491, 0.0278385728597641, 0.003927747253328562, 0.004669623915106058, 0.002544777002185583, -0.022508258000016212, 0.015431035310029984, 0.016405273228883743, 0.01179163996130228, -0.030458936467766762, -0.017883427441120148, -0.004725614562630653, 0.0007740713190287352, -0.026853136718273163, -0.012015602551400661, 0.030391748994588852, -0.0339975506067276, 0.03410952910780907, -0.005697052925825119, 0.02024623565375805, 0.01287785917520523, -0.007379573304206133, 0.007945079356431961, -0.004196502268314362, 0.03001101128757, 0.005772640462964773, 0.002088452922180295, 0.015789374709129333, -0.009311252273619175, -0.011461295187473297, 0.024994244799017906, 0.015643799677491188, 0.04931660369038582, 0.0030039006378501654, 0.0018644900992512703, -0.01677481271326542, 0.004722815006971359, 0.012071593664586544, -0.025419775396585464, 0.04512849822640419, 0.018241768702864647, 0.01222836785018444, 0.03650593385100365, -0.02342650666832924, 0.02335931733250618, 0.010369476862251759, 0.036147590726614, 0.03390796482563019, 0.011466894298791885, -0.006254160311073065, -0.035251740366220474, 0.028689632192254066, 0.005047561135143042, 0.03749136999249458, 0.012172376736998558, 0.018443334847688675, -0.004344877786934376, 0.040761224925518036, 0.0017329119145870209, -0.004602435044944286, -0.01615891419351101, 0.016752416267991066, -0.024770282208919525, -0.012429933995008469, -0.014109654352068901, -0.01735711470246315, -0.016797207295894623, 0.013896889984607697, 0.032944925129413605, -0.027323458343744278, -0.018129786476492882, 0.03487100452184677, 0.02683074027299881, -0.027905762195587158, -0.01599094271659851, 0.0004895686288364232, 0.03610279783606529, -0.010307886637747288, -0.017110755667090416, -0.022228306159377098, -0.032228242605924606, -0.010649429634213448, 0.03594602644443512, 0.005176339764147997, 0.024031205102801323, -0.0011534083168953657, -0.04044767841696739, 0.004224497824907303, -0.02647240087389946, -0.023919224739074707, 0.0005746044917032123, -0.003664590884000063, -0.015912555158138275, 0.0020310624968260527, -0.009384040720760822, 0.03428870067000389, -0.01262030191719532, -0.001051225233823061, 0.018532918766140938, 0.013852098025381565, -0.0034294300712645054, 0.0004741711891256273, -0.021780379116535187, 0.028667235746979713, 0.020582178607583046, 0.00420210137963295, -0.0005399602232500911, -0.010795005597174168, -0.003720581531524658, -0.025263000279664993, -0.037939295172691345, 0.013157812878489494, 0.010554245673120022, 0.028241705149412155, -0.0034770220518112183, -0.007312384434044361, -0.006410934496670961, -0.005873423535376787, 0.01908162795007229, 0.011545280925929546, -0.03319128230214119, 0.0037317797541618347, 0.04347117617726326, -0.006769274827092886, -0.029675068333745003, 0.0084042027592659, 0.02877921611070633, -0.012922652065753937, -0.006539713125675917, -0.009484823793172836, -0.005086754448711872, 0.014333617873489857, 0.01399767305701971, 0.007066025398671627, 0.029115160927176476, -0.03211626037955284, -0.00046892205136828125, 0.027368251234292984, 0.004859992302954197, 0.03552049770951271, -0.0075139510445296764, -0.003171872813254595, 0.0013171810423955321, 0.022071531042456627, -0.009199270978569984, -0.024971850216388702, 0.021970748901367188, -0.0015719387447461486, -0.02546456828713417, 0.005179139319807291, -0.005632663611322641, -0.02358327992260456, 0.03377358615398407, -0.035475704818964005, -0.006438929587602615, -0.009899154305458069, 0.02079494297504425, -0.05899179354310036, 0.024277564138174057, 0.010117518715560436, -0.011601272039115429, -0.031063636764883995, 0.005316316150128841, 0.03162354230880737, -0.009831965900957584, -0.010324683971703053, -0.013157812878489494, 0.036931462585926056, -0.0343334935605526, -0.030033407732844353, -0.003983737900853157, 0.02501664124429226, -0.012306754477322102, -0.021791577339172363, 0.007894687354564667, -0.025442171841859818, 0.0018518922151997685, -0.029406312853097916, -0.0448373481631279, -0.014546382240951061, -0.029563086107373238, -0.013079426251351833, -0.03578925132751465, 0.017894625663757324, -0.009389638900756836, -0.00802906509488821, -0.019327986985445023, 0.024411942809820175, -0.010442264378070831, 0.029182350262999535, -0.02329212799668312, 0.022620240226387978, -0.029204746708273888, -0.03155635669827461, -0.021242870017886162, 0.0012408937327563763, -0.023695262148976326, 0.016259698197245598, 0.007010034751147032, 0.012586708180606365, -0.00704922853037715, 0.015890158712863922, 0.03059331513941288, -0.018532918766140938, -0.009999938309192657, 0.005431097466498613, 0.011332516558468342, 0.005918216425925493, -0.03791689872741699, -0.008090655319392681, -0.022653834894299507, 0.019451167434453964, -0.023874431848526, -0.03195948898792267, -0.03608040139079094, -0.03316888585686684, -0.009787173010408878, -0.026718759909272194, -0.013975277543067932, -0.007284389343112707, 0.04485974460840225, -0.014042465947568417, 0.003840961493551731, 0.025061434134840965, 0.012429933995008469, 0.00667409086599946, 0.00294790999032557, 0.014188041910529137, 0.01010632049292326, 0.007642729673534632, 0.024680698290467262, -0.0017833035672083497, 0.01674121804535389, 0.04868950694799423, -0.021881163120269775, 0.0074859559535980225, 0.03457985073328018, 0.019708724692463875, 0.005386304575949907, 0.00797867402434349, 0.0016083326190710068, 0.018499325960874557, -0.019764713943004608, -0.024031205102801323, -0.03789450228214264, -0.01684200018644333, -0.010823001153767109, 0.0001209049005410634, 0.011489290744066238, -0.018029002472758293, 0.036259572952985764, 0.0023992012720555067, 0.02537498250603676, 0.015240666456520557, -0.00477600609883666, -0.02559894509613514, -0.01959674246609211, -0.01592375338077545, 0.008796137757599354, -0.01421043835580349, -0.015240666456520557, 0.019775912165641785, 0.012866660952568054, 0.012676293030381203, 0.015710989013314247, 0.026629174128174782, -0.0014935517683625221, 0.0037625746335834265, 0.04550923407077789, 0.030929259955883026, 0.01432241965085268, -0.01085099671036005, 0.006685288622975349, -0.0015579410828649998, -0.011270926333963871, -0.054064612835645676, 0.025979680940508842, -0.022788211703300476, -0.028017742559313774, 0.014714354649186134, -0.014132050797343254, -0.015498223714530468, 0.003700984874740243, -0.0041153160855174065, 0.03238501772284508, -0.001931678969413042, -0.04297845810651779, 0.020291026681661606, -0.04279928654432297, 0.009742381051182747, 0.023829638957977295, 0.004232896491885185, -0.0157333854585886, 0.015543016605079174, 0.013247397728264332, -0.010711019858717918, -0.0009154478320851922, 0.01768186129629612, -0.0048711905255913734, -0.0077603100799024105, -0.01687559485435486, -0.00043497770093381405, -0.03767053782939911, 0.022687429562211037, 0.015621403232216835, -0.010722218081355095, -0.01761467196047306, 0.011601272039115429, -0.02014545165002346]
14
15
16🧠 Generating embedding for: "Popular breakfast spots in New York."
17✅ Full Embedding Vector (1536 values):
18[-0.03500208258628845, -0.017171040177345276, -0.011198027059435844, 0.006204014644026756, -0.008464519865810871, -0.026796063408255577, 0.007557017728686333, 0.042350102216005325, 0.04074409604072571, 0.011605027131736279, 0.0017531291814520955, 0.023936057463288307, 0.0043257600627839565, 0.03702608868479729, -0.013761032372713089, 0.054780129343271255, -0.012155028991401196, 0.022473054006695747, 0.02783006615936756, -0.004268010146915913, 0.04041409492492676, -0.015092035755515099, -0.04444010555744171, 0.005791513714939356, 0.0643281564116478, 0.02384805679321289, -0.027522064745426178, -0.006462515331804752, 0.0014891285682097077, -0.010499524883925915, -0.005101262126117945, -0.02604806236922741, -0.026752064004540443, -0.012584029696881771, 0.03566208481788635, -0.04477010667324066, -0.02831406705081463, -0.01634603925049305, -0.007716518361121416, 0.05887214094400406, 0.043230101466178894, -0.0015606287634000182, 0.03306607902050018, -0.05095212161540985, -0.026356061920523643, 0.0013729407219216228, -0.011148526333272457, -0.05900413915514946, -0.0006208139820955694, 0.00993302371352911, 0.01445403415709734, 0.02943607047200203, -0.0011708153178915381, -0.06542815268039703, 0.00494726188480854, 0.030536072328686714, 0.0032917577773332596, 0.006011514458805323, 0.04257010295987129, 0.026422062888741493, 0.03931409493088722, -0.008767020888626575, 0.04848811402916908, 0.05222812294960022, -0.010054023936390877, 0.006682516075670719, 0.010631524957716465, -0.024486057460308075, -0.03383608162403107, -0.0017256290884688497, 0.01129702664911747, -0.007986019365489483, -0.012969030998647213, -0.0024296308401972055, 0.057244136929512024, 0.02305605448782444, -0.006182014476507902, 0.0030305071268230677, 0.03799409046769142, -0.03436408191919327, 0.014234033413231373, -0.00837652012705803, -0.052184123545885086, 0.015488036908209324, 0.02816006727516651, 0.03207607567310333, -0.008393020369112492, -0.0008841271046549082, 0.03555208444595337, -0.025234060361981392, 0.03108607418835163, -0.03502408415079117, 0.04384610429406166, -0.030602073296904564, -0.020053047686815262, -0.003558508353307843, 0.0328240767121315, 0.005852013826370239, -0.03601408377289772, 0.018568044528365135, 0.023034054785966873, 0.015587037429213524, -0.009405022487044334, -0.011671028099954128, 0.06032414361834526, -0.03154807537794113, 0.029656071215867996, 0.02173605188727379, 0.044946108013391495, -0.0018810044275596738, -0.04730011150240898, -0.005500013008713722, 0.0179300419986248, -0.04331810399889946, -0.047608114778995514, -0.0003691883757710457, -0.0020006296690553427, -0.03304407745599747, 0.011385027319192886, 0.012210029177367687, 0.0052717626094818115, 0.0023388804402202368, -0.012650029733777046, 0.018370043486356735, -0.02213205210864544, 0.005491762887686491, 0.011104525998234749, 0.013079031370580196, -0.029854070395231247, -0.011539027094841003, 0.06441615521907806, -0.006605515722185373, -0.016324039548635483, 0.020108047872781754, 0.04743211343884468, -0.005720013752579689, 0.004122259560972452, -0.026422062888741493, -0.008129019290208817, 0.030008072033524513, 0.04994012042880058, 0.023672055453062057, 0.016962040215730667, -0.009652523323893547, -0.025036059319972992, -0.01588403806090355, -0.013948033563792706, -0.01099452655762434, 0.019580045714974403, 0.04224010184407234, 0.031724076718091965, 0.020163048058748245, -0.055704131722450256, 0.01514703594148159, -0.03029407188296318, -0.026620063930749893, -0.0028462568297982216, 0.020702049136161804, -0.0009693772881291807, 0.05456012859940529, -0.022946054115891457, 0.03447408229112625, -0.028534067794680595, 0.0016073788283392787, -0.04023809731006622, 0.016830040141940117, -0.057112134993076324, -0.052184123545885086, -0.04712411016225815, -0.02167005091905594, -0.008904521353542805, -0.03495808318257332, 0.03880809247493744, 0.04998411983251572, -0.033528078347444534, 0.030580071732401848, -0.027060063555836678, -0.00521676242351532, -0.0028380067087709904, -0.01312303077429533, 0.02391405589878559, 0.057640135288238525, 0.025168059393763542, -0.04756411164999008, 0.012705029919743538, 0.02305605448782444, -0.02073504962027073, -0.02611406147480011, 0.049412116408348083, 0.04386810585856438, 0.010219024494290352, 0.000202297349460423, -0.02950206957757473, -0.020779049023985863, -0.008629520423710346, -0.031658075749874115, 0.041360098868608475, -0.008299519307911396, -0.02351805567741394, -0.01312303077429533, -0.016467038542032242, 0.04857611656188965, -0.01600503735244274, 0.011946028098464012, -0.00586301414296031, 0.027720065787434578, 0.015785036608576775, 0.017369041219353676, 0.07154417037963867, -0.02571806125342846, 0.0031625074334442616, -0.03687208890914917, 0.025344060733914375, 0.009399522095918655, -0.038764093071222305, 0.004738261457532644, -0.05513213202357292, 0.04131609946489334, 0.00993302371352911, 0.06151214614510536, 0.022638054564595222, 0.0011838778154924512, 0.04611210897564888, 0.02637806348502636, 0.05280012637376785, 0.07299617677927017, 0.0009549397509545088, -0.008019018918275833, 0.014069033786654472, 0.004939011763781309, 0.03082207404077053, 0.013574032112956047, -0.017248040065169334, -0.015389036387205124, -0.0061325146816670895, 0.025212060660123825, -0.01019702386111021, -0.024684058502316475, -0.014971035532653332, -0.04459410533308983, -0.00159087881911546, -0.0350680835545063, -0.009185021743178368, 0.01953604631125927, 0.050072118639945984, -0.000534876249730587, -0.019987046718597412, 0.008266519755125046, -0.03115207329392433, 0.011044026352465153, 0.01773204281926155, 0.04945611581206322, 0.003311007749289274, -0.01827104389667511, 0.04340610280632973, 0.013629032298922539, 0.04085409641265869, 0.004515510518103838, 0.033660080283880234, 0.001813629292882979, -0.05253612622618675, 0.04276810213923454, 0.04919211566448212, 0.011440027505159378, -0.039688095450401306, -0.00018012542568612844, -0.051524121314287186, -0.018381044268608093, 0.024486057460308075, -0.02245105244219303, -0.06569215655326843, 0.00969652272760868, -0.013651032000780106, 0.007485517766326666, 0.0707961693406105, -0.022880055010318756, -0.010686525143682957, -0.02578406035900116, -0.026466062292456627, 0.009058521129190922, -0.006517515517771244, -0.07889218628406525, 0.04637610912322998, -0.0024970059748739004, 0.022572053596377373, -0.052844125777482986, 0.03443008288741112, 0.009097022004425526, -0.04624411091208458, 0.019250046461820602, -0.0363880880177021, 0.013178030960261822, 0.03311007842421532, -0.043824102729558945, 0.05469213053584099, -0.02014104835689068, 0.04589210823178291, -0.05271212384104729, 0.03462808206677437, -0.00462001096457243, 0.0017888792790472507, 0.030514072626829147, 0.025278059765696526, -0.01873304508626461, 0.0162800382822752, 0.04716811329126358, -0.018458044156432152, 0.012518029659986496, 0.03623408451676369, -0.017919043079018593, -0.07744018733501434, 0.011506027542054653, -0.022682053968310356, -0.10859225690364838, -0.02776406519114971, -0.035904087126255035, 0.01993204653263092, 0.008915521204471588, -0.022429052740335464, 0.012540029361844063, 0.04107409715652466, 0.011792028322815895, -0.028050066903233528, 0.008662520907819271, 0.00033292267471551895, -0.02092204988002777, 0.07937619090080261, 0.010538024827837944, -0.011242026463150978, -0.04331810399889946, 0.035574086010456085, -0.0352000817656517, 0.01488303579390049, 0.00946552213281393, -0.0039022592827677727, -0.0673641636967659, 0.059356141835451126, -0.019701046869158745, 0.057640135288238525, 0.023628056049346924, 0.0040232595056295395, -0.043626103550195694, 0.0023705055937170982, -0.018172042444348335, 0.03515608236193657, -0.035838086158037186, -0.009361022152006626, 0.03434208035469055, -0.07634018361568451, -0.002216505352407694, -0.04118409752845764, 0.03253807872533798, -0.006380015052855015, 0.023276055231690407, 0.016852039843797684, 0.006842016242444515, 0.008387519977986813, 0.025630060583353043, 0.03933609277009964, 0.03350608050823212, -0.010081524029374123, 0.008079519495368004, 0.021428050473332405, 0.01185802835971117, 0.04593610763549805, -0.0006589703261852264, -0.01701704040169716, -0.021010050550103188, -0.033792078495025635, 0.021417051553726196, -0.03275807946920395, -0.005203012377023697, 0.03955609351396561, 0.03403408080339432, -0.08606420457363129, 0.040304094552993774, -0.028226066380739212, 0.014256034046411514, -0.0004056259640492499, -0.002454380737617612, -0.016104038804769516, -0.015664037317037582, -0.003872009227052331, 0.020306048914790154, 0.04274610057473183, 0.004688761197030544, -0.00530201243236661, -0.06349214911460876, -0.023496055975556374, 0.001577128772623837, -0.05420812964439392, -0.005137012340128422, 0.051656123250722885, -0.004735511261969805, -0.038632091134786606, 0.0344080813229084, 0.020834049209952354, 0.006143514532595873, -0.04888411611318588, 0.024090057238936424, 0.03825809061527252, -0.03271407634019852, -0.06243614852428436, 0.0065780156292021275, 0.015323036350309849, 0.03931409493088722, -0.011539027094841003, -0.004862011410295963, -0.01773204281926155, 0.010351024568080902, 0.012672030366957188, -0.015785036608576775, 0.002882006810978055, -0.014696034602820873, -0.025344060733914375, 0.04386810585856438, 0.003261507721617818, -0.007210517302155495, -0.05130412057042122, 0.033858079463243484, -0.014036033302545547, 0.0013530032010748982, -0.03456208109855652, 0.02384805679321289, 0.005808013956993818, 0.03669608756899834, -0.007128017023205757, -0.028952069580554962, -0.045804109424352646, -0.02525606006383896, 0.023936057463288307, -0.01973404735326767, 0.027786066755652428, 0.03289007768034935, 0.0006249389844015241, 0.00011807840201072395, -0.005791513714939356, 0.04576011002063751, -0.0009604397928342223, -0.02146105095744133, -0.008684520609676838, 0.01445403415709734, -0.002623506123200059, -0.02989807166159153, -0.0029370069969445467, -0.017655041068792343, 0.013134031556546688, -0.023826057091355324, 0.018557043746113777, -0.05988414213061333, 0.032846078276634216, 0.004499010741710663, -0.01668703928589821, -0.031174074858427048, 0.01761104166507721, 0.03009607084095478, -0.0006304390262812376, -0.02963406965136528, 0.01053252536803484, -0.0330880768597126, 0.047608114778995514, -0.0316360741853714, -0.039380092173814774, -0.07568018138408661, 0.07559218257665634, 0.03693808615207672, -0.04910411685705185, 0.014663035050034523, 0.04503410682082176, 0.01673104055225849, -0.03858809173107147, 0.012870030477643013, -0.020746048539876938, 0.03729008883237839, 0.0027307565324008465, -0.04397810623049736, 0.0179300419986248, 0.0060390145517885685, 0.027346065267920494, 0.025806061923503876, -0.02490405924618244, -0.04433010518550873, -0.0158180370926857, -0.04730011150240898, 0.013376032002270222, -0.021175051108002663, 0.03009607084095478, 0.04831211641430855, 0.023738056421279907, -0.015521036460995674, -0.030800072476267815, 0.028996068984270096, 0.0162800382822752, -0.00787051860243082, -0.00370425870642066, -0.016093038022518158, 0.003517258446663618, -0.03434208035469055, 0.006066514179110527, -0.014542034827172756, 0.02120804972946644, -0.04191010072827339, -0.020031047984957695, 0.021747050806879997, 0.03042607195675373, -0.017457041889429092, -0.03548608347773552, -0.0172040406614542, 0.03847809135913849, 0.01514703594148159, -0.018788045272231102, 0.01940404623746872, -0.030008072033524513, 0.0056815133430063725, -0.04598011076450348, 0.048400115221738815, -0.011506027542054653, 0.02884206920862198, -0.01912904530763626, 0.015983037650585175, 0.002648256253451109, -0.004416510462760925, -0.03779609128832817, -0.04532010853290558, 0.05148012191057205, -0.0008195019327104092, 0.01355203241109848, -0.026950063183903694, 0.02499205991625786, 0.0036162585020065308, 0.003718008752912283, -0.025542059913277626, -0.001212065340951085, -0.0015468787169083953, 0.024266056716442108, -0.01900804601609707, -0.044088102877140045, 0.002384255640208721, -0.024618059396743774, -0.01085702609270811, 0.00352275837212801, 0.02332005463540554, 0.009718523360788822, -0.02884206920862198, -0.029216069728136063, -0.02684006467461586, 0.029722070321440697, -0.0036052586510777473, -0.01640103943645954, -0.010906525887548923, -0.010846025310456753, -0.005293762777000666, 0.005753013771027327, 0.0033935080282390118, 0.0008827521232888103, 0.03187807649374008, 0.0688161626458168, -0.05051212012767792, 0.030910072848200798, 0.021846052259206772, -0.03500208258628845, 0.0016871290281414986, -0.04765211418271065, 0.0167420394718647, 0.0336160808801651, 0.013486032374203205, 0.02180205099284649, 0.008283019997179508, 0.004312010016292334, -0.014146033674478531, -0.00840951967984438, -0.0017146291211247444, 0.02179105207324028, 0.0024585057981312275, 0.01787504181265831, -0.007056516595184803, 0.04316410422325134, 0.013497032225131989, 0.0018686294788494706, 0.017039040103554726, -0.002623506123200059, -0.0023650056682527065, -0.01867804490029812, 0.044484104961156845, -0.009020021185278893, 0.01986604742705822, 0.014993035234510899, -0.008211519569158554, 0.023078054189682007, 0.02644406259059906, 0.04272410273551941, 0.017061039805412292, 0.009955023415386677, 0.0023127554450184107, 0.020306048914790154, -0.005978513974696398, -0.020548049360513687, -0.015862038359045982, -0.03275807946920395, -0.01673104055225849, -0.021428050473332405, 0.025696061551570892, 0.009669022634625435, -0.037180088460445404, 0.02831406705081463, 0.010780025273561478, -0.037576090544462204, -0.009047521278262138, 0.036432087421417236, -0.008442520163953304, -0.027786066755652428, -4.83668145534466e-06, 0.0012801280245184898, -0.016566039994359016, -0.004991261754184961, 0.037048086524009705, -0.018821043893694878, 0.011836027726531029, 0.004845511633902788, -0.030272072181105614, -0.01537803653627634, 0.05002811923623085, -0.020889049395918846, -0.01093402598053217, -0.01840304397046566, -0.005901514086872339, -0.006853016093373299, -0.00112062762491405, -0.00887152086943388, -0.03130607306957245, -0.0027692564763128757, 0.018986044451594353, 0.0341440811753273, 0.004906011745333672, 0.003715258790180087, 0.015708036720752716, -0.023826057091355324, -0.01833704300224781, -0.01773204281926155, -0.013981033116579056, 0.01079652551561594, -0.014751034788787365, 0.039424095302820206, 0.006809016223996878, -0.016225038096308708, -0.003767509013414383, 0.025806061923503876, 0.0022756303660571575, 0.011649027466773987, 0.006479015573859215, 0.021142050623893738, 0.005934514105319977, 4.43116277892841e-06, -0.0019772546365857124, -0.02937006950378418, 0.0081400191411376, 0.016181038692593575, -0.0063415151089429855, 0.03927009180188179, 0.01714904047548771, 0.015301036648452282, 0.021296050399541855, -0.005189262330532074, 0.0038637591060250998, 0.00864052027463913, 0.0012182529317215085, 0.040700096637010574, 0.060896143317222595, -0.00790901854634285, -0.021142050623893738, 0.010741525329649448, 0.0015688787680119276, 0.03487008437514305, 0.010252024047076702, 0.007150017190724611, 0.008877021260559559, -0.011319027282297611, -0.03022807091474533, 0.02239605411887169, 0.011005526408553123, -0.010945025831460953, 0.011605027131736279, -0.0033055078238248825, 0.023232055827975273, 0.017589041963219643, -0.010813025757670403, -0.032450076192617416, -0.017116039991378784, 0.030118072405457497, -0.002164255129173398, -0.005566013045608997, 0.01608203910291195, -0.0008765645907260478, -0.0016128788702189922, 0.004823511466383934, -0.010246524587273598, -0.0025795060209929943, 0.04144809767603874, -0.0036795088090002537, -0.04340610280632973, 0.016896039247512817, -0.02585006132721901, 0.026290062814950943, -0.007199516985565424, -0.01285903062671423, 0.032934077084064484, 0.024552058428525925, 0.009685522876679897, 0.03273607790470123, -0.020911049097776413, -0.029942071065306664, -0.033264078199863434, 0.004573260899633169, 0.0014423783868551254, -0.031922075897455215, -0.023078054189682007, -0.017435042187571526, -0.027478065341711044, -0.036102086305618286, -0.0034237580839544535, -0.01052702497690916, 0.0032120076939463615, 0.034276083111763, -0.037708088755607605, -0.0063415151089429855, 0.021274050697684288, 0.010422524996101856, -0.03982009366154671, -0.0015578786842525005, 6.286342977546155e-05, 0.025762060657143593, 0.02802806720137596, -0.014630034565925598, -0.018524043262004852, -0.018315043300390244, 0.020218048244714737, -0.03920409455895424, -0.018392043188214302, -0.045408107340335846, -0.009581022895872593, -0.004039759747684002, -0.042548101395368576, 0.010219024494290352, 0.03905009105801582, 0.01580703817307949, -0.005282762460410595, 0.010389524511992931, 0.0032945077400654554, 0.014003032818436623, 0.015862038359045982, -0.03568408638238907, 0.005002262070775032, 0.020350048318505287, 0.02831406705081463, 0.006561515387147665, -0.0174020417034626, 0.008057518862187862, -0.01733604073524475, -0.015829037874937057, 0.02305605448782444, -0.0008064394351094961, 0.02703806385397911, 0.024464057758450508, -0.02132905088365078, 0.04303210228681564, -0.025344060733914375, 0.004961011931300163, -0.03949009254574776, 0.02424405701458454, -0.010752525180578232, -0.009476522915065289, -0.026554062962532043, 0.031460076570510864, -0.00586301414296031, 0.037576090544462204, -0.005478012841194868, -0.020317047834396362, 0.013948033563792706, -0.03924809396266937, -0.014806034974753857, 0.0058960141614079475, -0.009449022822082043, 0.004721761215478182, -0.002073504962027073, -0.0003829384222626686, -0.019844047725200653, 0.03339608013629913, -0.042878102511167526, 0.024662058800458908, -0.006259014829993248, 0.036036085337400436, -0.015400036238133907, 0.013882032595574856, -0.011374027468264103, 0.029260069131851196, -0.02266005426645279, -0.017765041440725327, -0.007210517302155495, 0.024684058502316475, 0.00484826136380434, 0.0012024403549730778, -0.03984209522604942, 0.034782081842422485, -0.028468066826462746, 0.026862064376473427, 0.005354262888431549, 0.032120075076818466, 0.013068030588328838, 0.022616053000092506, -0.008024519309401512, -0.039094094187021255, -0.034518081694841385, -0.02505805902183056, 0.023892056196928024, 0.02325405552983284, -0.031328074634075165, -0.03187807649374008, -0.02173605188727379, 0.01085702609270811, -0.011319027282297611, -0.0020281297620385885, -0.011308026500046253, 0.018920045346021652, -0.009135521948337555, -0.0038087591528892517, -0.024156058207154274, 0.009410521946847439, 0.01945904642343521, 0.03346208110451698, -0.00699601648375392, -0.006968516390770674, 0.0025740060955286026, -0.016423039138317108, 0.020757049322128296, 0.002868256764486432, -0.0016458788886666298, -0.011484026908874512, -0.011924028396606445, -0.009526022709906101, -0.016918040812015533, -0.014476034790277481, -0.0057310136035084724, 0.0059400140307843685, -0.003115757368505001, -0.02763206511735916, 0.023232055827975273, 0.03874209150671959, 0.03168007358908653, 0.0009460022556595504, 0.009993523359298706, 0.018238043412566185, -0.033330079168081284, 0.028930068016052246, -0.03249407559633255, 0.00019576608610805124, -0.017655041068792343, -0.0014231284148991108, 0.01767704263329506, -0.006644015666097403, -0.008167519234120846, -0.0358600839972496, 0.013794032856822014, 0.014289033599197865, 0.016390038654208183, -0.014927035197615623, 0.0062920148484408855, 0.019811047241091728, 0.0007067516562528908, 0.0362560860812664, 0.015972038730978966, -0.017226040363311768, -0.02769806608557701, 0.003913259133696556, 0.0027541315648704767, 0.008712020702660084, -0.023232055827975273, -0.012639029882848263, -0.013464031741023064, 0.015070036053657532, 0.00247363094240427, 0.03542008250951767, -0.01016402430832386, -0.0014630034565925598, -0.0013784407638013363, -0.02545406110584736, 0.029744070023298264, -0.06085214391350746, 0.001563378726132214, -0.034848082810640335, 0.011407027021050453, 0.04334010183811188, -0.021230051293969154, 0.026752064004540443, 0.02776406519114971, -0.011781027540564537, 0.02072404883801937, 0.006055514328181744, -0.007199516985565424, 0.00042934477096423507, -0.029876070097088814, 0.005120512098073959, 0.004837261512875557, -0.01780904270708561, 0.018854044377803802, 0.05328412726521492, 0.013706032186746597, -0.015840036794543266, 0.02871006727218628, 0.0016321288421750069, -0.019118044525384903, -0.001995129743590951, 0.0031212575268000364, -0.02239605411887169, 0.009575522504746914, -0.006501015275716782, -0.002043254906311631, 0.030338071286678314, 0.02444205805659294, -0.019019044935703278, -0.03108607418835163, 0.0026386312674731016, 0.01567503809928894, -0.04589210823178291, -0.013398031704127789, 0.028292067348957062, -0.004837261512875557, 0.02565206028521061, 0.019954048097133636, -0.02525606006383896, -0.007623018231242895, -0.020823050290346146, -0.0022110051941126585, 0.008695520460605621, -0.01614803820848465, 0.028424067422747612, -0.004086509812623262, 0.01142902672290802, -0.03779609128832817, -0.042812101542949677, 0.026862064376473427, 0.037840090692043304, -0.02904006838798523, -0.0007115642074495554, -0.04752011224627495, -0.039226092398166656, -0.00038534466875717044, -0.018447043374180794, 0.009130021557211876, 0.01189102791249752, -0.00594551395624876, 0.020009048283100128, -0.005101262126117945, -0.03234007582068443, -0.020020047202706337, -0.012056028470396996, 0.006990516558289528, 0.01126402709633112, -0.019360046833753586, 0.015653036534786224, -0.0077275182120501995, -0.02279205434024334, 0.06186414510011673, -0.007881518453359604, -0.008338020183146, 0.0020363798830658197, -0.007249017246067524, 0.021307051181793213, 0.03975409269332886, -0.010587525554001331, 0.026356061920523643, 0.06111614406108856, 0.061424147337675095, -0.0011144401505589485, 0.031460076570510864, 0.010499524883925915, 0.029480069875717163, 0.028358066454529762, 0.011418026871979237, 0.04023809731006622, 0.004174510017037392, -0.02279205434024334, -0.00042693852446973324, -0.05772813782095909, 0.023958057165145874, 0.03473808243870735, 0.019712047651410103, 0.002552006160840392, 0.023210054263472557, -0.03341807797551155, -0.0086020203307271, 0.0003403133014217019, -0.05011611804366112, -0.01939304545521736, 0.019690046086907387, -0.020042046904563904, -0.0026152562350034714, 0.04756411164999008, -0.017050040885806084, 0.02424405701458454, -0.00240075564943254, -0.03304407745599747, 0.009146521799266338, -0.014707035385072231, 0.0020363798830658197, -0.012518029659986496, -0.0031927574891597033, 0.029084069654345512, 0.01478403527289629, -0.030734073370695114, -0.023628056049346924, 0.02890806831419468, -0.0030470071360468864, 0.03489208221435547, -0.010246524587273598, 0.0011233777040615678, -0.047344110906124115, 0.041096098721027374, -0.020966049283742905, -0.0052360123954713345, -0.022220052778720856, 0.005984014365822077, 0.033352080732584, 0.02026204764842987, -0.003635508706793189, 0.0033027578610926867, -0.0030992573592811823, 0.014564034529030323, 0.024552058428525925, 0.026334062218666077, 0.004309260286390781, 0.031856074929237366, -0.016709038987755775, 0.01695103943347931, 0.04380210489034653, -0.001575753791257739, -0.0005830014124512672, 0.04039209708571434, -0.01229802891612053, -0.01608203910291195, 0.03911609202623367, -0.02158205211162567, 0.005513763055205345, -0.01478403527289629, -0.02717006392776966, 0.011506027542054653, 0.044616106897592545, 0.034716080874204636, 0.026422062888741493, -0.0005840326193720102, 0.029480069875717163, -0.021890051662921906, -0.06767216324806213, 0.026334062218666077, -0.06054414436221123, -0.038104090839624405, 0.028556067496538162, 0.026070062071084976, -0.0024571309331804514, 0.01953604631125927, 0.018293043598532677, 0.05363612622022629, -0.0018975045531988144, 0.00032381326309405267, -0.02066904865205288, -0.004952761810272932, -0.0028380067087709904, 0.01568603701889515, 0.010241024196147919, 0.008156519383192062, 0.03979809582233429, -0.0015565037028864026, -0.01060402486473322, -0.03148207440972328, -0.02006404846906662, -0.018238043412566185, -0.0029150068294256926, 0.002696381416171789, -0.004243260249495506, -0.015257036313414574, 0.008778020739555359, -0.003847259096801281, 0.01065902505069971, -0.033726081252098083, -0.03621208667755127, -0.017490042373538017, 0.01920604519546032, 0.005747513845562935, -0.04848811402916908, 0.010037523694336414, -0.02479405887424946, 0.00924002192914486, 0.007001516409218311, -0.014168033376336098, 0.027324065566062927, 0.018106043338775635, 0.01753404177725315, 0.027126064524054527, 0.007579017896205187, 0.0013213781639933586, 0.007722018286585808, 0.004092009738087654, -0.0336160808801651, -0.005962014198303223, -0.007370017468929291, -0.026686063036322594, 0.025410059839487076, -0.03634408488869667, 0.009009021334350109, 0.008019018918275833, -0.028886068612337112, -0.008068518713116646, 0.016797039657831192, 0.01727004162967205, 0.07440418004989624, -0.005879513919353485, 0.011440027505159378, 0.030250072479248047, 0.024464057758450508, -0.02844606712460518, 0.01089552603662014, 0.004048009403049946, -0.0006407515029422939, 0.05632013455033302, 0.033176079392433167, 0.006154514849185944, 0.0004331260279286653, -0.005491762887686491, -0.011935028247535229, -0.04602411016821861, 0.02838006801903248, -0.022572053596377373, 0.013475031591951847, 0.00883302092552185, -0.002216505352407694, 0.029854070395231247, -0.0064350152388215065, -0.0007844393840059638, 0.008816520683467388, -0.009058521129190922, 0.0004688761255238205, 0.051524121314287186, 0.023012055084109306, 0.013475031591951847, 0.00704551674425602, 0.01873304508626461, -0.027478065341711044, 0.008893521502614021, 0.07801218330860138, 0.0033192578703165054, -0.00973502267152071, 0.006864016409963369, 0.03183407709002495, 0.01741304062306881, -0.01567503809928894, -0.02943607047200203, -0.026004061102867126, -0.00996602326631546, 0.0006974703865125775, -0.0641961544752121, -0.01600503735244274, -0.005403762683272362, 0.02851206809282303, 0.025696061551570892, -0.02857806719839573, -0.016423039138317108, 0.034584082663059235, 0.005046261940151453, -5.534388037631288e-05, 0.01959104649722576, 0.02538806013762951, 0.025410059839487076, 0.005808013956993818, 0.010703025385737419, -0.025300059467554092, -0.017644042149186134, 0.008866021409630775, 0.013695032335817814, 0.003599758492782712, -0.02917206846177578, -0.013596032746136189, 0.00263313134200871, -0.011060526594519615, 0.007947518490254879, -0.04120609909296036, -0.017325041815638542, -0.03669608756899834, -0.01139602717012167, -0.03847809135913849, -0.01920604519546032, -0.0030195072758942842, -0.007078516762703657, -0.03707008808851242, 0.027258064597845078, 0.008338020183146, 0.0011171901132911444, -0.019635045900940895, -0.008712020702660084, -0.00957002304494381, -0.004364260472357273, -0.027192065492272377, 0.007865019142627716, -0.003374258056282997, -0.05222812294960022, 0.007612017914652824, -0.023232055827975273, -0.021241050213575363, 0.02417805790901184, 0.0006187514518387616, 0.012331029400229454, -0.03135007619857788, -0.02710406482219696, 0.02585006132721901, 0.010219024494290352, -0.013024031184613705, -0.023232055827975273, -0.003976509440690279, -0.00045684483484365046, 0.00027276627952232957, 0.015290035866200924, -0.035904087126255035, -0.025960061699151993, 0.02505805902183056, 0.010400524362921715, -0.01633503846824169, 0.0062920148484408855, 0.024002056568861008, -0.010829525999724865, 0.04668411239981651, 0.023826057091355324, 0.011869028210639954, -0.00480151129886508, 0.01827104389667511, -0.04549610987305641, -0.02020704746246338, -0.003297257935628295, 0.0007975018816068769, -0.0049197617918252945, -0.016170037910342216, 0.009740523062646389, 0.007309517357498407, 0.03460608050227165, 0.021417051553726196, -0.01175902783870697, -0.02292405441403389, 0.026070062071084976, 0.008492019958794117, 0.013343031518161297, 0.04243810102343559, 0.018964044749736786, -0.036498088389635086, -0.01129702664911747, 0.014388034120202065, -0.012782030738890171, 0.00029545382130891085, 0.010851525701582432, -0.042284101247787476, -0.022682053968310356, 0.013178030960261822, 0.004796011373400688, 0.027940066531300545, -0.04268009960651398, -0.014641034416854382, -0.038632091134786606, -0.04593610763549805, -0.010868025943636894, -0.007161017041653395, -0.04703611135482788, 0.03561808541417122, 0.017424041405320168, 0.049060117453336716, -0.01980004645884037, 0.013035031035542488, -0.03220807760953903, 0.041228096932172775, 0.0026015061885118484, 0.003586008446291089, -0.032648079097270966, 0.0170060396194458, 0.0016018787864595652, 0.025564061477780342, -0.008904521353542805, 0.020416049286723137, 0.007062016986310482, -0.011880028061568737, 0.01139602717012167, 0.015730038285255432, 0.010362024419009686, -0.0027733815368264914, 0.01262803003191948, -0.026994064450263977, 0.0009315647184848785, 0.006358014885336161, -0.04730011150240898, -0.04545210674405098, 0.008255519904196262, 0.00140731583815068, 0.02604806236922741, -0.007260017096996307, 0.04384610429406166, 0.006473515182733536, 0.003231257665902376, 0.023892056196928024, 0.006924516521394253, 0.006990516558289528, -0.011561027728021145, 0.028798067942261696, 0.0027197564486414194, 0.004941761959344149, 0.006611015647649765, 0.016379039734601974, -0.03355007991194725, -0.0043395101092755795, -0.011902028694748878, -0.02624606154859066, 0.00553301302716136, 0.02299005538225174, 0.02499205991625786, 0.02259405329823494, 0.010571025311946869, 0.0021656302269548178, 0.012463029474020004, -0.016423039138317108, 0.030250072479248047, -0.006589015480130911, 0.003374258056282997, 0.015400036238133907, 0.023144055157899857, -0.018216043710708618, 0.04463810473680496, -0.0049995118752121925, -0.006732015870511532, 0.02857806719839573, 0.023474056273698807, 0.013706032186746597, 0.011693027801811695, 0.006270014680922031, -0.001498753554187715, -0.026202062144875526, -0.027214065194129944, 0.013530031777918339, 0.036916088312864304, -0.01567503809928894, 0.011550027877092361, -0.004391760565340519, 0.02040504850447178, -0.008354519493877888, 0.029678070917725563, -0.037180088460445404, -0.027808066457509995, 0.022748054936528206, -0.0034650082234293222, -0.02345205657184124, 0.01075802557170391, 0.02743406593799591, 0.013640032149851322, 0.01116502657532692, -0.006792515981942415, 0.006121514365077019, 0.008855020627379417, 0.004556760657578707, -0.020548049360513687, 0.016247037798166275, -0.027060063555836678, -0.017897043377161026, 0.007645017933100462, -0.005500013008713722, -0.005901514086872339, -0.030734073370695114, 0.0004733448731712997, 0.004446760751307011, 0.007958519272506237, -0.029546070843935013, 0.021351050585508347, -0.010142023675143719, -0.002138130133971572, -0.05698013678193092, 0.008354519493877888, 0.01607103832066059, -0.011203526519238949, 0.01819404400885105, 0.0002371880691498518, -0.006209514569491148, -0.0024213807191699743, 0.0030442571733146906, -0.02477205917239189, 0.01767704263329506, 0.0018576293950900435, 0.00659451587125659, 0.010978026315569878, -0.016863040626049042, 0.007342517375946045, -0.015455036424100399, 0.038632091134786606, 0.012441029772162437, -0.026268063113093376, -0.020889049395918846, 0.005373512860387564, -0.0013605657732114196, -0.03344007954001427, -0.008959521539509296, -0.01039502490311861, 0.015301036648452282, -0.00047403236385434866, 0.007386517710983753, 0.0076340180821716785, -0.0038912591990083456, -0.024090057238936424, -0.04998411983251572, 0.0027788816951215267, -0.025036059319972992, 0.03773009032011032, 0.008618520572781563, 0.0030057572294026613, 0.0087010208517313, -0.003038757247850299, 6.986735388636589e-05, 0.011605027131736279, -0.044814106076955795, 0.03355007991194725, -0.02857806719839573, -0.043626103550195694, -0.016038037836551666, -0.023430055007338524, -0.045672107487916946, 0.0032395077869296074, -0.0010786900529637933, -0.005502763204276562, -0.01894204504787922, -0.01754504255950451, 0.011022025719285011, 0.011902028694748878, 0.0036822587717324495, 0.017325041815638542, -0.015422036871314049, 0.018183043226599693, -0.03141607344150543, 1.8927779819932766e-05, -0.015653036534786224, -0.001681628986261785, -0.0652521550655365, -0.009537022560834885, -0.03575008362531662, -0.030316071584820747, 0.00043484478374011815, -0.014839035458862782, -0.019756047055125237, -0.007040016818791628, 0.03669608756899834, -0.03900609165430069, -0.027654064819216728, -0.0069795167073607445, -0.0021697550546377897, 0.043626103550195694, 0.011836027726531029, -0.01820504292845726, -0.004394510295242071, -0.009592022746801376, 0.029150068759918213, -0.012617030180990696, -0.00956452265381813, 0.004925261717289686, -0.0014781284844502807, -0.012364028953015804, 0.01568603701889515, 0.017985042184591293, 0.005241512320935726, -0.018975045531988144, -0.026664063334465027, -0.0075185177847743034, -0.017171040177345276, -0.03390207886695862, -0.04611210897564888, 0.0025643811095505953, 0.007018016651272774, -0.016038037836551666, 0.00070365791907534, -0.03341807797551155, -0.005808013956993818, 0.020108047872781754, -0.00027311002486385405, -0.009383021853864193, 0.006374515127390623, -0.01614803820848465, -0.03539808467030525, -0.009718523360788822, 0.00740851741284132, -0.028006065636873245, 0.010653525590896606, 0.017842043191194534, -0.05187612399458885, -0.016720039770007133, -0.01442103460431099, 0.010807525366544724, 0.012166028842329979, -0.0028352567460387945, 0.04358210414648056, 0.04391210526227951, 0.01641203835606575, -0.027874065563082695, 0.02365005575120449, -0.0023168805055320263, 0.012188028544187546, -0.01833704300224781, 0.017182040959596634, 0.010351024568080902, 0.0011632527457550168, -0.003701508743688464, 0.009625023230910301, -0.00820051971822977, -0.013211031444370747, -0.017886042594909668, 0.010422524996101856, -0.03995209559798241, -0.026466062292456627, 0.0027623814530670643, 0.003819759003818035, 0.0164780393242836, 0.020350048318505287, 0.02378205582499504, -0.016709038987755775, -0.005307512823492289, 0.029744070023298264, 0.00023993807553779334, 0.027742065489292145, 0.017171040177345276, -0.013706032186746597, -0.0039792596362531185, -0.03528808429837227, 0.010917525738477707, 0.002332005649805069, 0.03102007322013378, 0.018645044416189194, 0.02059204876422882, -0.004713511094450951, -0.01794104278087616, 0.023760056123137474]
19
20
21🧠 Generating embedding for: "Top-rated seafood restaurants in Miami."
22✅ Full Embedding Vector (1536 values):
23[-0.008246502839028835, 0.03654332831501961, 0.0038295036647468805, 0.038095612078905106, 0.018983127549290657, 0.0010570884915068746, -0.04079054668545723, 0.00909271277487278, 0.019446656107902527, -0.02289617247879505, -0.03242546692490578, 0.012924911454319954, 0.026992475613951683, -0.0011628647334873676, 0.010030550882220268, -0.010203026235103607, -0.007993179373443127, -0.05062166973948479, 0.023952588438987732, 0.02259434014558792, 0.07550131529569626, -0.040898341685533524, -0.016234291717410088, 0.0010429400717839599, 0.01940353587269783, 0.03009704127907753, -0.03559470921754837, 0.038160290569067, 0.0018999296007677913, 0.028760353103280067, 0.02798421122133732, -0.013399220071732998, 0.044046029448509216, 0.01591089926660061, -0.021731961518526077, -0.00010838694288395345, 0.0031395999249070883, -0.02873879298567772, 0.029752088710665703, -0.0003735854406841099, 0.012881792150437832, 0.08848012983798981, 0.0037217061035335064, -0.013754951767623425, 0.023887909948825836, 0.0027097577694803476, -0.07097382843494415, -0.023284243419766426, 0.025009002536535263, -0.019920963793992996, -0.0023189920466393232, 0.03572406619787216, -0.014002885669469833, -0.04199787601828575, 0.02079412341117859, 0.002266440773382783, -0.0011669071391224861, 0.018702853471040726, 0.05639961361885071, 0.002715147566050291, -0.005182361230254173, 0.02122531272470951, -0.013194404542446136, -0.010025160387158394, -0.04618041589856148, 0.030183279886841774, -0.017344605177640915, 0.004807765129953623, -0.01046174019575119, -0.014725128188729286, -0.021171415224671364, -0.0035627048928290606, 0.029450256377458572, -0.024642491713166237, 0.031239693984389305, -0.01740928366780281, -0.01818542554974556, -0.02321956492960453, 0.002238144166767597, -0.050794146955013275, -0.034301139414310455, 0.06032343953847885, -0.023111768066883087, 0.02274525724351406, -0.07839028537273407, -0.0198455061763525, -0.009232849813997746, 0.003336330410093069, -0.025634227320551872, 0.050664789974689484, -0.039518535137176514, 0.005923468619585037, 0.033525001257658005, -0.0004746455524582416, -0.03009704127907753, -0.021009718999266624, 0.006036655977368355, 0.024383777752518654, -0.03270573914051056, 0.034732330590486526, 0.0014013665495440364, -0.016007917001843452, -0.020966598764061928, -0.03294289484620094, 0.05480420961976051, -0.014789806678891182, 0.007906940765678883, -0.0032851265277713537, 0.022421864792704582, -0.022206269204616547, 0.04906938970088959, -0.008769320324063301, -0.014552652835845947, 0.010698894038796425, -0.044541895389556885, 0.04855196177959442, -0.01236436516046524, -0.03563782945275307, -0.015318014658987522, -0.008742371574044228, -0.0036327731795608997, -0.006494794972240925, 0.0075458199717104435, -0.022572780027985573, -0.0030371923930943012, -0.034926366060972214, 0.02106361649930477, 0.009836515411734581, 0.023952588438987732, 0.008753150701522827, -0.009992821142077446, 0.013086607679724693, 0.02552643045783043, -0.009475394152104855, 0.04462813585996628, 0.08692784607410431, -0.05381247401237488, -0.01436939649283886, 0.022249389439821243, 0.019662249833345413, 0.010812081396579742, 0.0214085690677166, 0.015091639943420887, 0.007993179373443127, 0.016266630962491035, -0.08382327854633331, -0.013582475483417511, 0.011846937239170074, 0.03220986947417259, 0.004311896860599518, -0.020287474617362022, -0.027229629456996918, -0.03501260280609131, 0.03742726519703865, 0.011599003337323666, -0.009378376416862011, 0.02615165524184704, 0.020093441009521484, -0.029752088710665703, 0.003290516324341297, 0.03540067374706268, -0.000927731569390744, -0.011135473847389221, -0.006877475883811712, 0.01956523209810257, 0.030657587572932243, -0.0564858503639698, 0.009992821142077446, -0.04290337488055229, 0.019004685804247856, 0.047905176877975464, -0.015005401335656643, 0.05618401989340782, 0.004821239970624447, -0.008133315481245518, 0.013647153973579407, 0.012385924346745014, -0.017915932461619377, -0.010515638627111912, 0.006920594722032547, 0.0055839065462350845, 0.031196575611829758, 0.013841189444065094, 0.015954019501805305, -0.026194773614406586, 0.011771478690207005, -0.01253684051334858, -0.037664420902729034, 0.012968030758202076, 0.016536125913262367, -0.018142307177186012, 0.008402809500694275, -0.04609417915344238, -0.03494792431592941, -0.021742740646004677, 0.01618039421737194, 0.002069710521027446, 0.03725479170680046, -0.04018688201904297, -0.05290697515010834, -0.03602590039372444, -0.007917720824480057, 0.0041987095028162, -0.006225301418453455, 0.008386639878153801, -0.020848022773861885, -0.014089123345911503, -0.005971977487206459, 0.01832556165754795, -0.016104934737086296, 0.05165652558207512, 0.04510244354605675, 0.049888648092746735, -0.013312982395291328, -0.021634943783283234, -0.026388809084892273, -0.035680949687957764, -0.021268432959914207, 0.08067559450864792, -0.012687756679952145, -0.017333826050162315, -0.02615165524184704, 0.02932089939713478, -0.01366871315985918, 0.011092355474829674, 0.05135469511151314, 0.03395618870854378, 0.03637085109949112, -0.0072871060110628605, -0.007475751452147961, -0.016083376482129097, -0.0236507561057806, -0.0014188835630193353, -0.01518865767866373, -0.04527491703629494, -0.011404967866837978, -0.015673745423555374, -0.03259794041514397, 0.01008444931358099, -0.015264115296304226, -0.016406768932938576, 0.00019454066932667047, 0.04380887374281883, -0.041307974606752396, 0.02643192932009697, 0.01711823046207428, 0.005012580193579197, 0.016460666432976723, 0.019177161157131195, 0.016449887305498123, 0.012278126552700996, 0.02487964555621147, -0.004214879125356674, -0.060237202793359756, 0.038160290569067, -0.005724043119698763, -0.03287821635603905, 0.026324130594730377, -0.01619117334485054, -0.002721884986385703, -0.05480420961976051, 0.00591807859018445, -0.021419348195195198, 0.00900647509843111, -0.008057857863605022, 0.03617681562900543, 0.008192604407668114, -0.014477194286882877, 0.02477184869349003, -0.0198347270488739, -0.04962993413209915, -0.0018581581534817815, -0.020664766430854797, 0.04352860152721405, 0.02172118052840233, -0.047603342682123184, -0.0336327962577343, -0.0015644101658836007, -0.021969115361571312, 0.036586444824934006, 0.013194404542446136, -0.0795113816857338, 0.016460666432976723, -0.034452058374881744, 0.005279378965497017, -0.014649670571088791, -0.0013414041604846716, -0.024383777752518654, 0.016148054972290993, 0.024987442418932915, 0.03223143145442009, 0.0016910721315070987, -0.04048871248960495, -0.08317649364471436, 0.01652534492313862, 0.023348921909928322, -0.035810306668281555, -0.042105674743652344, -0.006478625349700451, -0.029558053240180016, 0.011728360317647457, 0.022098472341895103, -0.017603319138288498, -0.02091270126402378, 0.0049263425171375275, -0.002669333713129163, -0.04613729938864708, 0.009577801451086998, -0.024707170203328133, 0.016298970207571983, -0.017075112089514732, 0.008623793721199036, 0.027747057378292084, -0.030355755239725113, -0.019931744784116745, -0.036004338413476944, 0.04449877887964249, 0.00938915554434061, -0.025397073477506638, -0.002588485600426793, 0.027294307947158813, -0.011329509317874908, 0.011760699562728405, 0.029299341142177582, -0.007923110388219357, -0.014132242649793625, 0.003923826385289431, 0.011512764729559422, -0.008575284853577614, 0.0005699789035134017, 0.015857001766562462, 0.011092355474829674, 0.024858087301254272, -0.0038645376916974783, -0.039324499666690826, -0.03481856733560562, 0.025440191850066185, 0.01881065033376217, 0.04449877887964249, 0.06860227882862091, -0.0012780731776729226, -0.02811356820166111, 0.0206108670681715, 0.006343878339976072, 0.03699607774615288, -0.0442831814289093, 0.009410715661942959, 0.04411070793867111, 0.025009002536535263, -0.015220996923744678, -0.016148054972290993, 0.008758541196584702, 0.002542671747505665, -0.01390586793422699, -0.03100254014134407, 0.00710385013371706, -0.0014107987517490983, 0.08291777968406677, 0.037211671471595764, -0.007491921074688435, -0.029881445690989494, -0.019737709313631058, -0.040424033999443054, -0.027121832594275475, 0.059331703931093216, -0.029881445690989494, -0.02016889862716198, -0.0051554120145738125, 0.010283874347805977, -0.0023068648297339678, -0.0473015122115612, 0.0236507561057806, -0.019974863156676292, 0.09072231501340866, -0.011275610886514187, 0.07433710247278214, -0.01000899076461792, 0.03315848857164383, -0.016557684168219566, 0.03374059498310089, -0.005292853806167841, -0.006818186957389116, -0.027703939005732536, 0.015242556110024452, 0.04339924454689026, -0.018584275618195534, 0.00318541401065886, -0.0717930868268013, 0.004616424906998873, 0.009022644720971584, -0.006192962173372507, -0.020535409450531006, 0.04540427401661873, -0.027423664927482605, -0.00626842025667429, 0.04322676733136177, 0.030614469200372696, -0.04059651121497154, -0.027768617495894432, -0.001093470142222941, 0.030614469200372696, -0.07420774549245834, -0.006925984751433134, -0.002636994468048215, -0.003834893461316824, 0.02994612418115139, -0.0012558400630950928, -0.04751710593700409, -0.05282073840498924, 0.01573842391371727, -0.026065416634082794, -0.023887909948825836, 0.006225301418453455, 0.023111768066883087, -0.05562347173690796, 0.02120375446975231, 0.02078334428369999, 0.008160265162587166, -0.024858087301254272, -0.013065047562122345, 0.04098458215594292, 0.06709311902523041, -0.002281263004988432, 0.04296805337071419, -0.019349638372659683, 0.08261594921350479, 0.015048520639538765, -0.02763926051557064, 0.0025911806151270866, -0.010127567686140537, -0.03188647702336311, -0.03257638216018677, -0.005077258683741093, -0.0037809947971254587, -0.04387355223298073, -0.03863459825515747, -0.01925262063741684, -0.00011714548600139096, -0.029364019632339478, -0.05665832757949829, -0.017635658383369446, -0.03727634996175766, 0.00213843141682446, -0.0717068463563919, 0.023305803537368774, -0.025310834869742393, 0.01329142227768898, 0.04445565864443779, -0.01710745133459568, -0.04833636432886124, -0.011599003337323666, -0.019964084029197693, -0.028932828456163406, -0.01030004397034645, 0.03570250794291496, 0.026625964790582657, 0.040402475744485855, -0.01770033687353134, -0.013571696355938911, -0.01587856002151966, 0.03386995196342468, -0.016007917001843452, 0.03529287874698639, -0.04227815195918083, 0.01968380995094776, -0.04751710593700409, -0.025871383026242256, 0.020244356244802475, 0.06282433867454529, -0.009507733397185802, 0.05739134922623634, -0.01062882598489523, 0.001129177981056273, 0.053079452365636826, 0.012763215228915215, -0.0991736352443695, 0.015210216864943504, -0.030528230592608452, 0.03938917815685272, 0.031196575611829758, -0.030334195122122765, -0.02274525724351406, -0.06066839024424553, -0.04046715423464775, -0.015587507747113705, -0.05911610648036003, 0.037362586706876755, -0.00825189333409071, -0.04113549739122391, -0.012504501268267632, 0.007157749030739069, 0.02414662390947342, -0.03723322972655296, -0.007017612457275391, 0.006004316732287407, -0.013970546424388885, -0.05178588256239891, -0.0504060760140419, -0.004376575350761414, 0.014876044355332851, 0.05540787801146507, -0.09529292583465576, -0.03699607774615288, 0.026647523045539856, -0.009944312274456024, 0.03714699298143387, -0.02763926051557064, -0.0473446287214756, 0.015846220776438713, 0.057089515030384064, 0.006004316732287407, -0.002926700050011277, 0.00690981512889266, 0.0009216679609380662, 0.022120032459497452, 0.009761056862771511, 0.003244702471420169, -0.004492457490414381, -0.018713632598519325, 0.03958321362733841, 0.027402104809880257, 0.007993179373443127, 0.027229629456996918, -0.04630977287888527, -0.01927417889237404, -0.018584275618195534, 0.00027892584330402315, -0.00645706569775939, 0.0036354681942611933, -0.01237514428794384, 0.00771829579025507, -0.01606181636452675, -0.020039541646838188, 0.01743084378540516, -0.012633858248591423, 0.016266630962491035, -0.024103503674268723, -0.03540067374706268, 0.0002135736431227997, 0.03544379398226738, 0.012148769572377205, 0.01743084378540516, -0.0110815754160285, -0.02613009512424469, -0.005734823178499937, -0.046352893114089966, -0.007109240163117647, 0.0077236853539943695, -0.012332025915384293, -0.03421490266919136, -0.005185056012123823, -0.03501260280609131, -0.005236260127276182, 0.014390956610441208, -0.006386997643858194, -0.001116377068683505, 0.03218831121921539, -0.009162780828773975, 0.025138359516859055, 0.0004756561538670212, 0.004648764152079821, 0.011771478690207005, -0.0037917743902653456, 0.033223167061805725, -0.004179845098406076, 0.012407483533024788, 0.017657218500971794, 0.012666197493672371, -0.011566664092242718, 0.03954009711742401, 0.018821431323885918, 0.02000720240175724, -0.006166012957692146, 0.006613371893763542, 0.004780815914273262, 0.007109240163117647, 0.03486168757081032, -0.02151636593043804, 0.01892922818660736, 0.03149840608239174, -0.007405682932585478, -0.00036684810766018927, 0.015447370707988739, 0.045447394251823425, 0.005276684183627367, 0.023133328184485435, 0.026237893849611282, 0.047258391976356506, 0.03684515878558159, 0.05558035150170326, 0.026475047692656517, -0.003109955694526434, 0.0005652627442032099, -0.036866720765829086, 0.04553363099694252, -0.015404252335429192, -0.03389151021838188, 0.003802554216235876, -0.017484743148088455, 0.026367250829935074, -0.02382323145866394, 0.024017266929149628, -0.00737334368750453, -0.04046715423464775, 0.0012915479019284248, 0.03938917815685272, -0.01652534492313862, -0.001806954387575388, 0.03559470921754837, -0.014768247492611408, -0.062263794243335724, 0.025871383026242256, -0.03007548116147518, -0.027617700397968292, -0.02888971008360386, 0.013593255542218685, -0.017085891216993332, 0.007906940765678883, -0.007788363844156265, 0.0065163541585206985, -0.02412506379187107, 0.02278837561607361, 0.017915932461619377, -0.021796640008687973, 0.005578516982495785, -0.006112114060670137, 0.017290707677602768, -0.002666638931259513, -9.516491263639182e-05, 0.0033956188708543777, 0.042687781155109406, 0.007427242584526539, 0.0519583597779274, 0.023931028321385384, -0.002959039295092225, 0.04768957942724228, -0.004516711924225092, 0.006478625349700451, -0.032317668199539185, 0.02477184869349003, 0.01228890661150217, 0.011803817935287952, -0.026194773614406586, -0.011038456112146378, -0.014811365865170956, 0.006952933967113495, -0.0012915479019284248, -0.012482942081987858, -0.03257638216018677, -0.018433360382914543, -0.020114999264478683, 0.008623793721199036, -0.01586778089404106, 0.009615530259907246, -0.031692441552877426, -0.007917720824480057, -0.0014215785777196288, -0.02947181649506092, 0.01970537006855011, 0.01846569962799549, 0.006764288526028395, 0.03389151021838188, -0.011491205543279648, -0.04048871248960495, -0.04984552785754204, 0.0080093489959836, 0.0007882686913944781, -0.014757467433810234, 0.0026477742940187454, -0.00970715843141079, 0.04219191148877144, -0.006020486354827881, 0.03249014541506767, -0.007712905760854483, 0.03195115551352501, -0.014789806678891182, 0.020977379754185677, -0.004427779465913773, -0.007254766765981913, -0.02656128630042076, -0.027078714221715927, 0.030894741415977478, -0.038871750235557556, -0.026820000261068344, -0.02994612418115139, -0.030528230592608452, -0.027703939005732536, -0.007809923496097326, 0.006403167266398668, 0.04104926064610481, -0.00492364726960659, 0.00645706569775939, 0.0336327962577343, -0.010639606043696404, 0.0068289670161902905, 0.04048871248960495, -0.010434790514409542, 0.010887539945542812, 0.02904062718153, -0.03149840608239174, 0.04199787601828575, -0.0015671050641685724, 0.015253336168825626, -0.023413600400090218, 0.011771478690207005, 0.002523807343095541, 0.019953303039073944, -0.029234662652015686, 0.020233577117323875, -0.014067564159631729, 0.016148054972290993, 0.01957601308822632, 0.03039887361228466, 0.012838673777878284, 0.01739850454032421, -0.02888971008360386, -0.011329509317874908, 0.0033902290742844343, -0.020977379754185677, 0.014487974345684052, 0.03471077233552933, 0.014854485169053078, 0.020276695489883423, 0.01275243517011404, -0.0005420189118012786, 0.012946470640599728, 0.04678408429026604, -0.025332394987344742, -0.029687410220503807, 0.0032770417165011168, -0.02595761977136135, -0.0030722266528755426, -0.037815336138010025, 0.0007242639549076557, 0.011577443219721317, -0.006731949280947447, -0.02444845624268055, -0.02686311863362789, -0.026216333732008934, 0.011739139445126057, -0.0013427516678348184, 0.01307582762092352, 0.008877118118107319, -0.013625594787299633, 0.0022138897329568863, -0.0442831814289093, -0.004107081796973944, -0.054761093109846115, -0.0023850181605666876, 0.00833274144679308, -0.02487964555621147, 0.0053467522375285625, 0.034301139414310455, 0.042709339410066605, -0.006543303839862347, -0.044973086565732956, 0.025892941281199455, -0.03117501549422741, 0.004592170473188162, 0.07438022643327713, -0.004174455534666777, 0.08183980733156204, 0.0110815754160285, -0.03986348956823349, 0.012385924346745014, -0.03652176633477211, 0.02490120567381382, -0.02798421122133732, -0.007297885604202747, -0.015522829256951809, -0.011243271641433239, -0.03162776306271553, 0.016104934737086296, 0.028178246691823006, 0.004142116289585829, 0.0010213806526735425, -0.007540429942309856, 0.02839384227991104, -0.031390611082315445, 0.022098472341895103, -0.007879992015659809, -0.039949726313352585, 0.0152748953551054, 0.03451673686504364, -0.02733742631971836, -0.023176446557044983, 0.028329163789749146, -0.018142307177186012, -0.005063783843070269, 0.018099186941981316, 0.02214159071445465, -0.0027757836505770683, 0.013679493218660355, -0.006661880761384964, 0.002328424481675029, -0.013496237806975842, 0.029256220906972885, 0.0001753392571117729, -0.027078714221715927, 0.011890055611729622, 0.009858074598014355, 0.007087680511176586, 0.021936776116490364, -0.02660440467298031, 0.019209500402212143, 0.01881065033376217, -0.011976294219493866, 0.013140506111085415, 0.0236507561057806, -0.014477194286882877, -0.011448086239397526, -0.020826462656259537, -0.023025529459118843, 0.0004487067926675081, 0.027100272476673126, -0.015533609315752983, 0.004770036321133375, -0.013604034669697285, -0.01819620467722416, 0.01482214592397213, -0.007659007329493761, 0.03936761990189552, -0.02690623700618744, 0.015770763158798218, 0.003700146684423089, -0.023715432733297348, 0.0032797367312014103, -0.006807407364249229, -0.013884308747947216, 0.016881076619029045, 0.007691346108913422, 0.02996768429875374, -0.052001480013132095, 0.039044227451086044, -0.036586444824934006, -0.035982780158519745, 0.00885016843676567, -0.02199067547917366, -0.02582826279103756, -0.013463898561894894, 0.03117501549422741, 0.0038995719514787197, -0.06911970674991608, -0.005255124531686306, -0.04643912985920906, -0.01846569962799549, -0.0027811736799776554, -0.015975577756762505, 0.013302202336490154, -0.004322676919400692, 0.008801659569144249, -0.006284589879214764, 0.015242556110024452, 0.01680561900138855, 0.055062923580408096, -0.020546188578009605, -0.015662966296076775, 0.012946470640599728, 0.003298601135611534, -0.041480448096990585, -0.028932828456163406, 0.011167813092470169, -0.005263209342956543, -0.06588578969240189, -0.015393472276628017, -0.008909457363188267, 0.02261590026319027, -0.013485457748174667, 0.06015096232295036, 0.009734107181429863, -0.030614469200372696, -0.025418633595108986, -0.03637085109949112, 0.007912331260740757, 0.003937300760298967, 0.022023014724254608, -0.007809923496097326, 0.023478278890252113, 0.00454635638743639, 0.04919874668121338, 0.01054797787219286, 0.003422568319365382, -0.016288191080093384, -0.0014323582872748375, 0.03182179853320122, 0.014326278120279312, -0.015447370707988739, 0.008645353838801384, -0.016255851835012436, -0.029385577887296677, 0.016687041148543358, 0.031692441552877426, 0.020556969568133354, -0.004538271576166153, -0.008909457363188267, -0.006559473462402821, 0.009049593470990658, 0.02079412341117859, 0.0004958681529387832, -0.0024254419840872288, -0.009184340946376324, 0.015964798629283905, -0.04324832558631897, -0.03380527347326279, -0.00408552261069417, -0.004675713367760181, -0.016277411952614784, 0.007157749030739069, 0.027315868064761162, -0.0198347270488739, 0.023348921909928322, 0.03374059498310089, -0.013108166866004467, 0.0012693146709352732, 0.0023621111176908016, 0.030636029317975044, 0.012321245856583118, -0.018228543922305107, -0.029752088710665703, -0.005616245791316032, -0.00925440900027752, -0.006494794972240925, -0.017215248197317123, -0.019123263657093048, -0.0012053099926561117, 0.02414662390947342, 0.0321236327290535, -0.023801671341061592, 0.016309751197695732, 0.007912331260740757, -0.018444139510393143, 0.033244725316762924, 0.009437664411962032, 0.033525001257658005, -0.010095229372382164, 0.018530378118157387, 0.05700327828526497, 0.0011338941985741258, -0.011577443219721317, 0.03852679952979088, 0.02582826279103756, 0.011437307111918926, -0.0037729099858552217, -0.025116799399256706, 0.029450256377458572, 0.009340646676719189, 0.02047073096036911, -0.00034832043456844985, 0.04311896860599518, 0.010666555725038052, -0.0010597833897918463, 0.01381963025778532, -0.008763930760324001, -0.018573496490716934, -0.05316568911075592, -0.02766081877052784, -0.0055839065462350845, -0.011642121709883213, 0.0021330416202545166, -0.00810097623616457, -0.03134749084711075, 0.02263745851814747, -0.008618404157459736, -0.011469646356999874, -0.00029812727007083595, 0.010278484784066677, 0.0297952089458704, 0.016417548060417175, -0.039928168058395386, 0.020362934097647667, 0.023736992850899696, 0.017818914726376534, 0.026992475613951683, 0.041221734136343, -0.02321956492960453, -0.016924194991588593, 0.008036297746002674, 0.01137262862175703, 0.025267716497182846, -0.014886824414134026, 0.027725497260689735, 0.016697822138667107, -0.023435160517692566, 0.007222427520900965, 0.009405325166881084, 0.005422210320830345, 0.008866338059306145, 0.01923106051981449, 0.020826462656259537, -0.02537551335990429, 0.010822861455380917, 0.0013265820452943444, -0.021958336234092712, 0.06459221988916397, 0.003560009878128767, -0.024103503674268723, 0.03632773086428642, 0.030959419906139374, 0.0025830958038568497, 0.02871723473072052, -0.0058587901294231415, 0.005869569722563028, -0.011022286489605904, -0.023262685164809227, -0.030894741415977478, -0.002579053398221731, 0.03022639825940132, 0.0058587901294231415, -0.009690988808870316, -0.02718651108443737, -0.0073086656630039215, -0.0037594351451843977, 0.0035303656477481127, 0.03783689811825752, 0.009437664411962032, -0.06536836177110672, 0.004457423463463783, -0.005131157580763102, -0.010262315161526203, 0.02444845624268055, 0.030765384435653687, 0.015641406178474426, 0.0321020744740963, 0.0023877129424363375, -0.06506652384996414, 0.004939816892147064, -0.003242007689550519, 0.010068279691040516, 0.019284959882497787, -0.009135832078754902, 0.02246498316526413, -0.03443049639463425, 0.027466783300042152, 0.011642121709883213, -0.015382692217826843, 0.030937861651182175, -0.005826450884342194, -0.003999284468591213, -0.0002843156980816275, 0.03464609384536743, -0.03115345537662506, -0.009119662456214428, 0.033093810081481934, 0.011264830827713013, 0.02259434014558792, 0.0026073502376675606, -0.03928138315677643, -0.02384478971362114, -0.012148769572377205, 0.01383040938526392, -0.00012893583334516734, -0.02565578743815422, 0.020686326548457146, -0.02535395510494709, -0.025440191850066185, -0.012299686670303345, 0.00945922452956438, 0.036888279020786285, -0.00892562698572874, -0.038289643824100494, 0.019004685804247856, 0.0504060760140419, -0.008499827235937119, -0.025289276614785194, 0.02429753914475441, -0.02615165524184704, 0.005034139845520258, 0.012299686670303345, -0.02750990353524685, 0.008645353838801384, 0.010973777621984482, 0.032791975885629654, 0.016611583530902863, -0.004597560036927462, -0.01291413139551878, -0.014886824414134026, -0.02306864969432354, 0.002856631763279438, 0.026475047692656517, 0.04014376178383827, 0.024642491713166237, 0.028458520770072937, -0.009362206794321537, -0.003355194814503193, -0.010062890127301216, 0.011631342582404613, -0.006758898496627808, -0.017635658383369446, -0.012418263591825962, 0.0046433741226792336, 0.001775962533429265, -0.004160980693995953, -0.016428327187895775, 0.007411072961986065, -0.03315848857164383, 0.020244356244802475, 0.0028835812117904425, 0.014682009816169739, 0.011286390013992786, 0.020901920273900032, 0.03639240935444832, 0.01261229906231165, -0.02321956492960453, -0.013862748630344868, 0.0010294654639437795, 0.0032312278635799885, 0.008984914980828762, -0.014110683463513851, 0.002375585725530982, -0.018530378118157387, 0.015070079825818539, -0.021785859018564224, 0.02263745851814747, -0.017010433599352837, 0.014423295855522156, -0.021645722910761833, 0.013636373914778233, 0.026970915496349335, -0.010273094289004803, -0.010882150381803513, -0.002991378540173173, -0.002840462140738964, 0.07610498368740082, 0.0321236327290535, -0.014973062090575695, 0.018756752833724022, -0.0004554441256914288, -0.009130441583693027, 0.013420779258012772, 0.004441253840923309, -0.005508448462933302, 0.03249014541506767, -0.009340646676719189, -0.03602590039372444, -0.03958321362733841, 0.012569179758429527, 0.020675545558333397, -0.00945922452956438, -0.011501985602080822, 0.02352139912545681, 0.046223536133766174, 0.014789806678891182, 0.015522829256951809, 0.027833295986056328, 0.030916301533579826, 0.014541872777044773, -0.022529661655426025, 0.06493716686964035, 0.03777221962809563, -0.02779017575085163, -0.009502342902123928, 0.010310824029147625, 0.012342805042862892, -0.019511334598064423, 0.016881076619029045, 0.027121832594275475, -0.00499910581856966, 0.0051095979288220406, -0.034128665924072266, 0.015954019501805305, -0.03022639825940132, 0.001530723413452506, -0.002178855473175645, 0.010585707612335682, 0.02507368102669716, 0.01557672768831253, 0.01557672768831253, 0.00026056659407913685, -0.0029967683367431164, 0.0366726852953434, 0.02625945210456848, -0.022163150832057, -0.0010941438376903534, 0.0067912377417087555, 0.0008387987036257982, -0.02671220153570175, -0.015522829256951809, 0.001782699953764677, -0.025634227320551872, 0.0035007214173674583, 0.017150569707155228, -0.0027892584912478924, 0.019328078255057335, 0.020535409450531006, 0.00855372566729784, -0.01017068699002266, 0.019349638372659683, 0.01381963025778532, 0.020104220137000084, -0.01572764478623867, 0.010952218435704708, 0.022400304675102234, -0.004139421042054892, -0.022853054106235504, -0.0031530747655779123, -0.04924186319112778, 0.012342805042862892, -0.03421490266919136, -0.00653791381046176, -0.001356900087557733, 0.012267347425222397, 0.0033012961503118277, 0.024383777752518654, -0.006877475883811712, -0.03900110721588135, -0.011685241013765335, -0.013431559316813946, 0.0026814609300345182, -0.021117515861988068, -0.0033578898292034864, -0.00041535694617778063, 0.013690273277461529, 0.030657587572932243, 0.004263387992978096, -0.005489584058523178, -0.010677334852516651, 0.0015199437038972974, 0.004931732080876827, -0.015986358746886253, -0.004058572929352522, 0.006090554408729076, 0.030140159651637077, 0.017905153334140778, 0.023111768066883087, -0.010289263911545277, -0.005988147109746933, -0.004726917017251253, 0.001656037988141179, 0.0320373959839344, 0.024793408811092377, -0.02675532177090645, -0.008224943652749062, 0.007648227270692587, 0.015458150766789913, -0.017840474843978882, 0.014628110453486443, -0.03701763600111008, -0.0175817608833313, 0.009292137809097767, 0.02994612418115139, -0.037944693118333817, -0.0019160992233082652, 0.02658284455537796, -0.00963169988244772, -0.00020228860375937074, 0.0005012580077163875, 0.0049020880833268166, 0.011178593151271343, -0.023003971204161644, -0.0198455061763525, 0.016169613227248192, -0.015447370707988739, -0.0428171381354332, -0.015091639943420887, -0.009351426735520363, -0.020265916362404823, -0.05833996832370758, 0.011717580258846283, 0.011857716366648674, 0.02811356820166111, -0.00847826711833477, -0.01352857705205679, 0.017473962157964706, 0.019478995352983475, -0.02352139912545681, 0.010504859499633312, 0.0033659746404737234, -0.008289622142910957, 0.021451687440276146, 0.047258391976356506, -0.00031160193611867726, 0.006688830442726612, 0.013312982395291328, 0.020287474617362022, 0.020071880891919136, 0.002601960441097617, -0.027747057378292084, -0.004961376544088125, 0.005567736923694611, 0.00481315515935421, 0.009238239377737045, 0.0007040519267320633, 0.043183647096157074, -0.034473616629838943, -0.015673745423555374, -0.003430653130635619, 0.030441993847489357, 0.005185056012123823, 0.04523180052638054, -0.01863817498087883, 0.008133315481245518, -3.952923179895151e-06, -0.014757467433810234, -0.030291076749563217, 0.019586792215704918, 0.01228890661150217, 0.021171415224671364, -0.030786944553256035, 0.016622362658381462, 0.03984192758798599, -0.0036705024540424347, 0.024189742282032967, -0.006273810286074877, 0.03039887361228466, -0.01466044969856739, -0.02154870517551899, -0.019468214362859726, -0.0083920294418931, 0.011469646356999874, -0.029364019632339478, -0.004691882990300655, 0.008208774030208588, 0.008763930760324001, -0.0267337616533041, 0.030830062925815582, -0.029708970338106155, -0.010273094289004803, -0.004001979250460863, 0.018454918637871742, -0.02735898643732071, 0.004686492960900068, -0.03540067374706268, 0.002650469308719039, -0.039496976882219315, 0.017021212726831436, -0.004144811071455479, -0.0007370649254880846, 0.00793928001075983, 0.05023359879851341, -0.007890771143138409, 0.025095241144299507, -0.0029240052681416273, 0.013215964660048485, 0.018002169206738472, 0.00021475268295034766, 0.010666555725038052, 0.029428698122501373, 0.010483299382030964, 0.005066479090601206, 0.0014094513608142734, 0.003875317517668009, 0.020686326548457146, 0.008828609250485897, 0.009038814343512058, 0.01879987120628357, 0.021333111450076103, 0.01698887348175049, -0.026000740006566048, 0.018293222412467003, 0.037060756236314774, 0.010898320004343987, 0.0026221724692732096, 0.01084442064166069, 0.05717575550079346, 0.011307950131595135, 0.04104926064610481, 0.02869567461311817, 0.019446656107902527, -0.01955445297062397, 0.04186851903796196, -0.023564517498016357, -0.030830062925815582, 0.0007774889236316085, -0.0351635217666626, 0.024103503674268723, 0.003061446826905012, 0.046827200800180435, 0.00925440900027752, -0.029126863926649094, -0.002508985111489892, 0.016848737373948097, -0.01847647875547409, 0.010898320004343987, 0.026043858379125595, -0.027725497260689735, -0.02750990353524685, -0.013517796993255615, 0.017031993716955185, -0.015070079825818539, 0.0005015949136577547, -0.015156318433582783, 0.01444485504180193, -0.012838673777878284, 0.020212016999721527, -0.025569548830389977, -0.000620845821686089, -0.00118307676166296, 0.024707170203328133, -0.012094871141016483, -0.01739850454032421, -0.013312982395291328, 0.009734107181429863, 0.04389511048793793, 0.014046004973351955, -0.013032708317041397, -0.0035788745153695345, -0.022551221773028374, -0.0006818186957389116, -1.8106599100065068e-06, 0.024707170203328133, -0.029277781024575233, 0.04661160707473755, -0.02214159071445465, 0.01709667220711708, 0.016007917001843452, 0.001002516015432775, -0.01665470190346241, 0.022982411086559296, 0.022809935733675957, -0.028760353103280067, 0.03393463045358658, -0.001090101432055235, -0.004031623713672161, 0.004077437799423933, 0.016762500628829002, -0.0012827893951907754, -0.015598287805914879, -0.020697105675935745, 0.007669786922633648, 0.0018864549929276109, -0.02492276392877102, -0.024383777752518654, -0.026475047692656517, -0.014412515796720982, 0.0051419371739029884, -0.0046972730197012424, -0.008801659569144249, -0.029364019632339478, -0.012429043650627136, -0.0017139790579676628, -0.027682378888130188, -0.01773267611861229, -0.008823219686746597, 0.04962993413209915, 0.01253684051334858, -0.018605835735797882, -0.002115524373948574, 0.017215248197317123, 0.021117515861988068, -0.05407118797302246, 0.004187929909676313, -0.0160186979919672, -0.0366726852953434, -0.029536494985222816, -0.02977364882826805, -0.03302913159132004, -0.007357174530625343, 0.032770417630672455, -0.022066133096814156, 0.014682009816169739, -0.012849452905356884, 0.022659018635749817, 0.013787291012704372, -0.006527134217321873, -0.02259434014558792, 0.024814967066049576, -0.01789437234401703, -0.01075818296521902, -0.011113914661109447, -0.02031981386244297, 0.016611583530902863, -0.034128665924072266, 0.004823934752494097, 0.02304708957672119, 0.02444845624268055, 0.0037217061035335064, 0.03132593259215355, -0.03326628729701042, -0.017840474843978882, 0.008866338059306145, 0.019155602902173996, -0.024232860654592514, 0.02841540053486824, -0.012978809885680676, -0.006845136638730764, 0.0274883434176445, -0.018217764794826508, -0.005977367050945759, 0.014164581894874573, 0.026820000261068344, -0.008704641833901405, -0.00785843189805746, -0.03225298970937729, -0.025892941281199455, 0.022033793851733208, 0.0036570276133716106, -0.012579959817230701, 0.01742006465792656, 0.04846572130918503, 0.013043488375842571, 0.006462455727159977, -0.02197989448904991, -0.01115703396499157, 0.02337048202753067, 0.013183625414967537, 0.04160980507731438, -0.0016196563374251127, 0.016546905040740967, -0.011243271641433239, 0.05851244181394577, 0.02582826279103756, -0.0017395809991285205, -0.030657587572932243, 0.016417548060417175, -0.0031665493734180927, -0.0183471217751503, 0.01587856002151966, 0.03126125410199165, 0.01008983887732029, -0.012396704405546188, -0.01632053032517433, 0.011426527053117752, 0.011070795357227325, -0.03464609384536743, -0.0029401748906821012, -0.009125052019953728, 0.04613729938864708, -0.028372282162308693, 0.002279915614053607, -0.04143733158707619, 0.035659387707710266, -0.006920594722032547, 0.003719011088833213, -0.011566664092242718, 0.01970537006855011, 0.0009526597568765283, 0.04859507828950882, -0.03311536833643913, 0.046697843819856644, -0.02354295738041401, 0.008542945608496666, 0.02947181649506092, 0.014046004973351955, 0.006241471040993929, 0.02263745851814747, 0.0035088062286376953]
24
25
26🧠 Generating embedding for: "Cheap hotels near the beach."
27✅ Full Embedding Vector (1536 values):
28[-0.04186653345823288, 0.027547867968678474, 0.02883743681013584, -0.009871874935925007, -0.02076651155948639, -0.03850920498371124, -0.031394340097904205, 0.009866316802799702, 0.03479613736271858, -0.005675216671079397, -0.0019204576965421438, -0.012740055099129677, -0.028103716671466827, 0.03617464005947113, -0.01255106646567583, -0.00565854087471962, -0.017831631004810333, 0.008876905776560307, 0.018554233014583588, 0.04406769573688507, 0.016542060300707817, -0.027169890701770782, -0.0266362763941288, -0.04909256845712662, 0.038842715322971344, -0.0015897275879979134, 0.03572996333241463, -0.023901499807834625, 0.034996241331100464, 0.010644504800438881, 0.0017898331861943007, -0.027547867968678474, 0.03032711148262024, -0.03221699967980385, 0.02852616086602211, 0.012873458676040173, -0.007170449942350388, 0.025213303044438362, 0.02101108618080616, -0.033595502376556396, -0.00471637723967433, 0.0009539755410514772, -0.0022928763646632433, -0.012117504142224789, -0.04731385037302971, 0.011972983367741108, -0.002772296080365777, -0.005597397685050964, -0.0016911700367927551, -0.003646368393674493, -0.030149240046739578, -0.050382137298583984, -0.009204856120049953, -0.03066062182188034, -0.005191627889871597, 0.04513492435216904, -0.016442008316516876, -0.00615880498662591, 0.05869763717055321, -0.01151718758046627, -0.001545259729027748, -8.679709935677238e-06, 0.01347377523779869, 0.07572884112596512, 0.009049219079315662, 0.019943855702877045, -0.031327638775110245, -0.0015369219472631812, -0.07386118918657303, 0.012228674255311489, 0.0033767817076295614, 0.016408657655119896, -0.04551290348172188, -0.016542060300707817, -0.03639698028564453, 0.03241710364818573, 0.011761761270463467, -0.008026457391679287, 0.010939104482531548, -0.013518243096768856, -0.03372890502214432, 0.01048330869525671, -0.03074955753982067, 0.031461045145988464, -0.009571717120707035, -0.04240014776587486, -0.031705617904663086, 0.017609290778636932, -0.03997664898633957, 0.038887184113264084, 0.004457907751202583, -0.016419773921370506, -0.04406769573688507, -0.0303938128054142, -0.03630804643034935, 0.002976570511236787, 0.01146160252392292, -0.0011686721118167043, 0.006064310669898987, -0.02268974855542183, 0.010855727829039097, -0.05576275289058685, -0.002934881718829274, 0.007053721696138382, 0.014796695671975613, -0.052338726818561554, 0.027570102363824844, 0.02861509658396244, -0.0023262272588908672, 0.019821569323539734, -0.07279396057128906, 0.009215973317623138, -0.017675992101430893, 0.03210582956671715, -0.02868179976940155, 0.022322889417409897, -0.006425612606108189, -0.002135849092155695, -0.013518243096768856, -0.024012669920921326, -0.005686333402991295, -0.02828158810734749, 0.004185541532933712, -0.01906561478972435, -0.018609818071126938, -0.023434586822986603, -0.002713931957259774, -0.010166474618017673, -0.00573080126196146, -0.019932739436626434, -0.019499177113175392, 0.020510820671916008, -0.015797223895788193, -0.015096854418516159, 0.0008004223345778883, 0.03410688415169716, 0.005764152389019728, -0.01899891346693039, -0.008098717778921127, 0.004821988753974438, 0.035440921783447266, 0.02266751416027546, 0.008571188896894455, -0.011294848285615444, 0.00614212965592742, 0.017675992101430893, 0.060120608657598495, -6.279354420257732e-05, 0.03168338164687157, 0.027347762137651443, 0.0018468076596036553, 0.007559543941169977, 0.0018759898375719786, -0.0031600005459040403, -0.016575412824749947, -0.010344346985220909, -0.0011631136294454336, -0.04360078275203705, -0.016653230413794518, 0.009844082407653332, -0.03052721731364727, -0.046735767275094986, -0.007381672505289316, 0.015296959318220615, 0.05189404636621475, -0.020310716703534126, 0.005564046557992697, -0.01921013556420803, -0.08773517608642578, 0.001810677582398057, 0.0532725527882576, -0.001734248362481594, -0.000994969392195344, 0.05905338004231453, 0.011928515508770943, 0.019788218662142754, 0.000626024731900543, -0.01412967685610056, -0.0680803656578064, 0.054117441177368164, 0.01937689073383808, -0.00706483842805028, 0.009493897669017315, 0.052650000900030136, 0.031638916581869125, 0.042689189314842224, -0.015697170048952103, 0.01935465633869171, -0.011105859652161598, 0.04362301528453827, -0.0011617240961641073, -0.07501735538244247, -0.05860869958996773, 0.029526690021157265, -0.004444011487066746, 0.003465717425569892, -0.024479582905769348, 0.0008914425270631909, 0.020110610872507095, -0.05887550860643387, -0.048647888004779816, -0.08244349807500839, 0.01917678490281105, 0.0023192791268229485, -0.031260937452316284, -0.018198490142822266, -0.023612458258867264, -0.028148183599114418, 0.05749700218439102, -0.029526690021157265, 0.01927683688700199, 0.0035463154781609774, 0.05940912291407585, -0.012940160930156708, -0.03232816606760025, -0.08319944888353348, 0.03408465161919594, 0.026013724505901337, 0.025079898536205292, -0.000159893388627097, -0.006325559690594673, -0.017542589455842972, 0.024457348510622978, 0.03430698812007904, 0.0174091849476099, 0.04411216080188751, 0.008810203522443771, -0.0037102908827364445, -0.00034757921821437776, 0.001176315126940608, 0.01220643986016512, 0.0027639581821858883, -0.05763040482997894, -0.01527472585439682, 0.011895164847373962, 0.0674133449792862, 0.008176536299288273, -0.02092215046286583, -0.014618824236094952, -0.02476862445473671, -0.035507623106241226, -0.016553178429603577, -0.04744725674390793, -0.03461826592683792, 0.007292736787348986, -0.013551594689488411, 0.008426668122410774, -0.003952085040509701, 0.02661404199898243, -0.060165077447891235, -0.037152934819459915, 0.029437754303216934, 0.014963449910283089, -0.05002639442682266, 0.020199546590447426, 0.0017189624486491084, -0.07034822553396225, -0.012940160930156708, -0.0054445392452180386, 0.01525249145925045, 0.021844858303666115, 0.002059419872239232, -0.011194795370101929, -0.006881408393383026, 0.035418685525655746, -0.001817625598050654, -0.0375753790140152, 0.03419581800699234, -0.03186125308275223, 0.0007538699428550899, -0.0174091849476099, -0.03984324261546135, -0.02084433101117611, 0.009605067782104015, 0.019877154380083084, -0.033284228295087814, -0.018198490142822266, 0.0034879513550549746, -0.02512436732649803, 0.02672521211206913, 0.0016202992992475629, -0.03882048279047012, 0.017864981666207314, -0.010827935300767422, 0.008037573657929897, 0.018443064764142036, -0.004449569620192051, -0.029282115399837494, -0.041177280247211456, 0.03988771140575409, 0.003201689338311553, 0.0017564822919666767, -0.019954971969127655, -0.07906393706798553, -0.030149240046739578, 0.007826351560652256, 0.019610347226262093, -0.0657680332660675, 0.01875433884561062, -0.025191068649291992, 0.018009502440690994, 0.018487531691789627, -0.03564102575182915, 0.0038020059000700712, 0.0050387694500386715, 0.004424556624144316, -0.029815731570124626, -0.04422333091497421, -0.011066949926316738, -0.002808426273986697, -0.016642114147543907, 0.012795640155673027, -0.03833133354783058, -0.03572996333241463, 0.010872403159737587, -0.026035958901047707, -0.016075147315859795, 0.014051858335733414, 0.02476862445473671, -0.004532947205007076, 0.02262304723262787, 0.01916566677391529, 0.0046969223767519, -0.03668602183461189, -0.015519299544394016, -0.016019562259316444, 0.012039685621857643, 0.020043907687067986, 0.02881520241498947, 0.031483277678489685, -0.016819985583424568, 0.042778126895427704, 0.06803589314222336, -0.0030655062291771173, -0.013896220363676548, -0.007426140364259481, -0.041066110134124756, 0.016697699204087257, 0.022278420627117157, 0.043200571089982986, -0.004346737638115883, -0.022233953699469566, -0.0010526387486606836, 0.018131788820028305, 0.021377945318818092, -0.03054945170879364, 0.013940688222646713, 0.031016364693641663, 0.056162964552640915, 0.029548922553658485, -0.05527360737323761, -0.009894109331071377, -0.012095270678400993, 0.006753563415259123, -0.021622519940137863, 0.031705617904663086, 0.05932018533349037, 0.03255050629377365, -0.0002862621331587434, 0.039198458194732666, -0.018376361578702927, -0.018065087497234344, -0.03797559067606926, -0.03028264455497265, 0.07506182789802551, 0.003190572140738368, 0.00852672103792429, -0.0048608980141580105, -0.0021011086646467447, 0.0245907511562109, -0.036930594593286514, 0.014029623940587044, 0.0006204662495292723, -0.023256715387105942, -0.013673881068825722, 0.03288401663303375, -0.01059447880834341, 0.03441815823316574, 0.02648063749074936, 0.008754619397222996, -0.0022094990126788616, -0.04593534767627716, 0.0005468162707984447, -0.0009046439663507044, 0.04017675295472145, -0.031238703057169914, -0.023590223863720894, -0.062077198177576065, -0.010077538900077343, 0.045068223029375076, 0.020010557025671005, -0.042911529541015625, -0.0020969395991414785, -0.01255106646567583, 0.021511349827051163, 0.061854857951402664, 0.04993745684623718, -0.02479085698723793, -0.09738471359014511, 0.023612458258867264, -0.0075484272092580795, -0.02069981023669243, -0.037219636142253876, -0.018187373876571655, -0.03079402446746826, -0.01704232580959797, -0.02463521994650364, 0.0029293233528733253, 0.010677855461835861, -0.002215057611465454, -0.008876905776560307, -0.04008781537413597, 0.0455351360142231, -0.004594090394675732, -0.08257690072059631, 0.007298294920474291, -0.012339843437075615, 0.01869875378906727, -0.02082209661602974, -0.044934820383787155, 0.021700337529182434, -0.02474639005959034, 0.015719404444098473, 0.033595502376556396, -0.019899388775229454, 0.043067168444395065, 0.004263360518962145, -0.03999888151884079, -0.03032711148262024, -0.035151880234479904, -0.003371223108842969, -0.048425547778606415, -0.016630996018648148, 0.0208332147449255, 0.0053611621260643005, -0.009849641472101212, -0.01424084696918726, 0.006781355477869511, -0.015374778769910336, -0.023834798485040665, -0.02467968687415123, -0.03828686848282814, -0.07186013460159302, 0.031016364693641663, 0.0004148021980654448, 0.0003550484252627939, 0.0383535698056221, 0.014507654123008251, -0.008532279171049595, -0.025791386142373085, -0.0264139361679554, -0.010244294069707394, 0.031816788017749786, -0.012951277196407318, 0.025502344593405724, 0.0036602644249796867, 0.042800359427928925, -0.010244294069707394, 0.015519299544394016, -0.014196379110217094, 0.06603483855724335, -0.017842747271060944, -0.02648063749074936, -0.01709790900349617, 0.04793640226125717, -0.02501319721341133, -0.049848522990942, 0.04958171397447586, 0.0027583998162299395, -0.04057696461677551, 0.022400707006454468, -0.025368940085172653, 0.03195019066333771, -0.02845945954322815, 0.0009456378174945712, -0.0345960296690464, 0.005127705167979002, -0.0023137207608669996, -0.03552985563874245, 0.012784522958099842, -0.03982101008296013, -0.007092630956321955, -0.021789273247122765, -0.0306161530315876, -0.00382701912894845, -0.025480110198259354, 0.041132811456918716, 0.008498928509652615, -0.05171617493033409, -0.014629941433668137, 0.011055832728743553, 0.027125421911478043, 0.006003167480230331, -0.008309939876198769, -0.02292320504784584, 0.03430698812007904, -0.052516598254442215, 0.010227618739008904, 0.027881376445293427, 0.007926404476165771, 0.01730913296341896, -0.04784746840596199, -0.007381672505289316, 0.06932546198368073, 0.016586529091000557, 0.047091513872146606, -0.0014521550619974732, -0.01903226412832737, -0.050471074879169464, 0.020344067364931107, 0.028148183599114418, 0.027258826419711113, -0.011750644072890282, -0.019665932282805443, -0.0028014781419187784, 0.005130484700202942, -0.0005155497929081321, 0.025902554392814636, -0.031327638775110245, 0.016564294695854187, 0.042800359427928925, 0.021644752472639084, 0.0011005806736648083, -0.019832685589790344, -0.05278340354561806, -0.027192125096917152, -0.009732913225889206, -0.12486588209867477, -0.011817346327006817, -0.002017731312662363, 0.0035240815486758947, -0.011494954116642475, 0.005319473333656788, 0.023857031017541885, -0.002170589752495289, -0.0052472129464149475, -0.0038020059000700712, -0.016086265444755554, -0.014174144715070724, -0.010227618739008904, 0.00847113598138094, -0.012362077832221985, -0.012762288562953472, -0.039087288081645966, -0.06825823336839676, -0.0250354316085577, -0.02694755047559738, 0.01521914079785347, -0.003021038370206952, 0.01727578230202198, 0.01533031091094017, 0.015430362895131111, -0.016197435557842255, 0.008193211629986763, 0.01926572062075138, 0.009110362268984318, 0.03781995549798012, 0.03063838742673397, -0.003543536178767681, 0.048336613923311234, -0.006892525590956211, -0.017687110230326653, -0.015530415810644627, 0.023812564089894295, 0.023434586822986603, 0.04311163350939751, 0.0303938128054142, 0.040777068585157394, 0.03246157243847847, -0.011561655439436436, -0.0027945300098508596, 0.015808340162038803, -0.016797751188278198, -0.00047420852934010327, -0.0016592087922617793, 0.014896748587489128, 0.027036486193537712, -0.042666956782341, -0.03501847758889198, 0.024479582905769348, 0.003585224971175194, 0.0020858226343989372, 0.031438808888196945, 0.027414463460445404, -0.007526193279772997, -0.011972983367741108, -0.005074899643659592, 0.014229729771614075, -0.00013583555119112134, 0.006147687789052725, 0.031772319227457047, -0.01435201708227396, 0.01717572845518589, -0.017976151779294014, -0.007403906434774399, 0.021433530375361443, -0.003412911668419838, -0.0018926652846857905, -0.0379088893532753, 0.009605067782104015, -0.021867092698812485, -0.02265639789402485, -0.029437754303216934, -0.012962394393980503, -0.019799334928393364, 0.042689189314842224, -0.02696978487074375, -0.016764400526881218, 0.01696450635790825, -0.021511349827051163, -0.021344594657421112, 0.025168834254145622, 0.022456292062997818, 0.0016341955633834004, -0.01890997774899006, -0.03215029463171959, -0.09031431376934052, 0.003285066457465291, -0.004897028207778931, -0.010027512907981873, -0.008693475276231766, -0.007442815694957972, 0.008804645389318466, 0.025835853070020676, -0.006581250112503767, 0.010672297328710556, 0.06243294104933739, -0.033173058182001114, 0.023301182314753532, -0.009894109331071377, 0.050426606088876724, 0.0610099658370018, -0.0006333202472887933, 0.01879880763590336, -0.003721407847478986, 0.011561655439436436, 0.005116588436067104, -0.0055390335619449615, -0.011128093115985394, -0.004460686817765236, -0.010916871018707752, 0.0037714343052357435, -0.0011645032791420817, -0.029126478359103203, -0.020321832969784737, -0.0036435890942811966, 0.008843555115163326, -0.0248130913823843, -0.014952333644032478, -0.006981461308896542, -0.04024345427751541, 0.002558294218033552, -0.0009588391985744238, -0.009010309353470802, -0.011205912567675114, 0.004088268149644136, -0.024101605638861656, -0.015096854418516159, 0.033439863473176956, 0.020010557025671005, -0.003121091052889824, 0.03664155304431915, -0.03268391266465187, -0.037241872400045395, -0.03684166073799133, -0.0414440892636776, 0.033506568521261215, -0.011189237236976624, -0.06069869175553322, 0.008587864227592945, 0.03590783476829529, 0.03564102575182915, -0.016497593373060226, 0.0013180564856156707, -0.008871347643435001, 0.03052721731364727, 0.04175536334514618, -0.009160388261079788, -0.018231840804219246, 0.01444095280021429, -0.013818401843309402, 0.01932130567729473, -0.012773405760526657, 0.003857590723782778, -0.0028515043668448925, -0.05656317621469498, 0.027703505009412766, 0.01931018754839897, -0.002276201033964753, -0.005224979016929865, -0.005891997367143631, 0.010249852202832699, 0.0036797192879021168, 0.006909200921654701, 0.016030680388212204, 0.012050802819430828, -0.017931682989001274, -0.010155358351767063, 0.002442955505102873, -0.03450709581375122, 0.03679719194769859, -0.01137822587043047, 0.023812564089894295, 0.0423334464430809, -0.029971368610858917, -0.023745860904455185, -0.002890413859859109, -0.038998354226350784, 0.014018507674336433, -0.003474055090919137, 0.021967144683003426, -0.024190541356801987, 0.003437924897298217, -0.02679191343486309, 0.004507933743298054, -0.016664348542690277, -0.018265191465616226, 0.05300574377179146, 0.017998384311795235, -0.02510213293135166, 0.0208332147449255, 0.003048830898478627, 0.0491815023124218, 0.004744169767946005, 0.013118032366037369, -0.011217028833925724, 0.01255106646567583, -0.055940624326467514, -0.016052914783358574, 0.007931962609291077, 0.03397348150610924, -0.0095050148665905, -0.01745365373790264, -0.007270502392202616, 0.0014049079036340117, -0.006547898985445499, -0.05674104765057564, -0.018443064764142036, 0.013040213845670223, -0.03595230355858803, 0.03054945170879364, -0.013429307378828526, 0.03183902055025101, -0.0002113962545990944, 0.025702450424432755, -0.03468496724963188, 0.0339290127158165, -0.04411216080188751, -0.03032711148262024, 0.014318665489554405, 0.027970312163233757, 0.0054362015798687935, -0.0021928236819803715, -0.021400179713964462, -0.005655761808156967, -0.023390118032693863, -0.009388286620378494, -0.0026361129712313414, 0.021755922585725784, 0.028037015348672867, -0.004043800290673971, 0.02674744464457035, 0.03430698812007904, 0.012584417127072811, 0.049848522990942, -0.00959950964897871, -0.0417775958776474, -0.010644504800438881, -0.0191211998462677, 0.029148712754249573, 0.00019871594849973917, 0.0071426574140787125, -0.019921621307730675, 0.0095050148665905, 0.023857031017541885, -0.021500231698155403, -0.01130040641874075, -0.013985156081616879, -0.0026388922706246376, 0.004835884552448988, -0.015096854418516159, -0.030104773119091988, 0.027192125096917152, 0.015019034966826439, -0.015041269361972809, 0.03288401663303375, -0.005853088106960058, -0.01907673105597496, 0.038909416645765305, -0.017953917384147644, 0.018465297296643257, 0.0015049607027322054, 0.015997329726815224, -0.035285282880067825, 0.03655261918902397, 0.023523522540926933, -0.025569045916199684, 0.0028125951066613197, 0.035440921783447266, 0.04949278011918068, 0.043067168444395065, -0.010066422633826733, 0.005975374951958656, -0.05932018533349037, 0.0009268778958357871, 0.017942799255251884, 0.010494425892829895, 0.02273421734571457, 0.01938800700008869, -0.0013527970295399427, 0.04220004379749298, -0.024168306961655617, -0.0026361129712313414, -0.006553457584232092, 0.0248130913823843, 0.02113337256014347, -0.0012068867217749357, 0.01884327456355095, -0.03946526721119881, 0.03552985563874245, -0.01904338039457798, 0.015052386559545994, 0.028214886784553528, -0.0007858312455937266, 0.011661708354949951, -0.012139738537371159, -0.025302238762378693, 0.01745365373790264, 0.015897275879979134, -0.05878657102584839, -0.013707231730222702, 0.010077538900077343, 0.011344874277710915, -0.010638946667313576, 0.03630804643034935, -0.01155053824186325, -0.0022081094793975353, 0.02266751416027546, 0.010094214230775833, 0.03366220369935036, 0.05398403853178024, 0.0004992217291146517, -0.006798031274229288, 0.025368940085172653, -0.026280531659722328, -0.020244013518095016, 0.005858646705746651, 0.03212806209921837, 0.011344874277710915, 0.05522913858294487, 0.004166087135672569, -0.001116561354137957, 0.004432894289493561, -0.0009213194134645164, 0.025635747238993645, -0.0154192466288805, -0.006525665055960417, 0.015441480092704296, 0.06403378397226334, -0.07346098124980927, 0.023212246596813202, -0.03744197636842728, -0.023612458258867264, -0.009310468100011349, -0.019821569323539734, 0.01916566677391529, 0.012050802819430828, 0.009933018125593662, 0.0348183698952198, -0.00016718890401534736, -0.007954197004437447, -0.01062782946974039, -0.02098885178565979, 0.0014535447116941214, 0.006036518141627312, 0.018387479707598686, -0.016041796654462814, 0.024457348510622978, 0.01415191125124693, 0.003854811657220125, 0.030015837401151657, 0.025413408875465393, 0.0095050148665905, 0.03168338164687157, 0.01877657324075699, 0.0057085673324763775, -0.0339290127158165, 0.02103331871330738, 0.01251771580427885, 0.02859286405146122, 0.027125421911478043, 0.04624662175774574, 0.005035990383476019, 0.04237791523337364, -0.0038631493225693703, 0.01058891974389553, 2.7987856810796075e-05, 0.015474831685423851, 0.009077011607587337, 0.007220476400107145, 0.004710818640887737, -0.013251435942947865, 0.011984100565314293, 0.0045774150639772415, 0.016297487542033195, -0.011761761270463467, -0.029571156948804855, 0.03048275038599968, 0.024924261495471, 0.002222005743533373, 0.016664348542690277, -0.018532000482082367, -0.028192652389407158, -0.008115393109619617, 0.009871874935925007, 0.030771790072321892, -0.0188988596200943, 0.004599648993462324, -0.009738471359014511, 0.002862621331587434, -0.04328950494527817, 0.0034712757915258408, -0.037130702286958694, 0.00030450092162936926, 0.015963979065418243, -0.01347377523779869, 0.016675464808940887, 0.013651646673679352, 0.017498120665550232, 0.020277364179491997, 0.0002633333788253367, 0.048425547778606415, -0.008421109989285469, -0.02102220244705677, 0.05696338787674904, 0.008259913884103298, 0.04135515168309212, -0.008821320720016956, -0.002804257208481431, 0.008960283361375332, -0.001124204252846539, 0.027103189378976822, 0.00015859061386436224, -0.015919510275125504, 0.0029654535464942455, -0.01907673105597496, 0.009838524274528027, 0.003696394618600607, 0.025569045916199684, -0.028037015348672867, -0.01347377523779869, 0.006058752071112394, -0.011628357693552971, 0.013962922617793083, -0.014596589840948582, 0.03068285435438156, 0.013218085281550884, -0.003996552899479866, -0.001244406565092504, -0.008382200263440609, 0.010305437259376049, 0.03617464005947113, 0.008198769763112068, -0.007804117631167173, -0.01133375708013773, -0.0034017947036772966, -0.020132845267653465, 0.023723628371953964, -0.02290097065269947, 0.04364524781703949, 0.006814706604927778, 0.04175536334514618, 0.003960422705858946, 0.014485420659184456, -0.003140545915812254, 0.030905194580554962, 0.019476942718029022, 0.01693115569651127, -0.0005759983323514462, -0.03428475558757782, 0.010188709013164043, 0.0017801058711484075, 0.0063033257611095905, -0.029237648472189903, 0.007298294920474291, 0.03988771140575409, 0.012762288562953472, 0.023479053750634193, 0.01347377523779869, -0.03837580233812332, -0.0037714343052357435, -0.023545756936073303, 0.02305660955607891, 0.05096022039651871, -0.012651119381189346, -0.011122534982860088, 0.029971368610858917, 0.028103716671466827, -0.019854919984936714, 0.027814675122499466, 0.018543116748332977, -0.031527746468782425, -0.030882960185408592, 0.005925348494201899, -0.015941744670271873, 0.023857031017541885, 0.022511877119541168, -0.00863789115101099, 0.010827935300767422, -0.01696450635790825, -0.029882432892918587, 0.018309660255908966, 0.0349295400083065, 0.02263416349887848, -0.012751172296702862, -0.04998192563652992, -0.03384007513523102, -0.0014813371235504746, -0.026102660223841667, 0.012828990817070007, -0.008999192155897617, -0.0151969064027071, 0.00569745060056448, 4.158009687671438e-05, -0.004813650622963905, 0.0021553037222474813, -0.005002639256417751, -0.03942079842090607, 0.01895444467663765, -0.010071980766952038, 0.01716461218893528, -0.013340371660888195, 0.003857590723782778, 0.04424556717276573, -0.0007677662069909275, 0.017653759568929672, -0.009677328169345856, -0.010438840836286545, 0.010138682089745998, 0.020099492743611336, -0.0051721734926104546, -0.025835853070020676, 0.027525633573532104, -0.01720907911658287, -0.018087320029735565, 0.04524609446525574, -2.499148467904888e-05, -0.024924261495471, -0.0031600005459040403, 0.009716237895190716, 0.010877961292862892, -0.010455516166985035, -0.011606123298406601, -0.0008705982472747564, -0.014974567107856274, 0.0045662978664040565, 0.008521162904798985, 0.012073036283254623, -0.028125951066613197, -0.04517939314246178, 0.014952333644032478, 0.016753284260630608, 0.008476694114506245, -0.05749700218439102, 0.0016341955633834004, 0.017520355060696602, -0.02857062965631485, -0.004374530166387558, -0.023656925186514854, 0.027948079630732536, 0.010939104482531548, 0.0496261827647686, -0.006914759520441294, 0.0010943274246528745, 0.01904338039457798, -0.013940688222646713, 0.0007844416541047394, 0.004796975292265415, -0.0016592087922617793, 0.028948606923222542, 0.007387230638414621, 0.04033239185810089, -0.033528801053762436, -0.00024943717289716005, 0.0017147936159744859, 0.031616680324077606, 0.033484332263469696, 0.010966897010803223, -0.006836940534412861, 0.010966897010803223, -0.009760705754160881, -0.006981461308896542, -0.03626357764005661, 0.02636946737766266, 0.009127037599682808, -0.01728689856827259, 0.021433530375361443, 0.0011297627352178097, 0.025168834254145622, 0.020344067364931107, 0.03215029463171959, 0.03070508874952793, 0.0014702201588079333, 0.021500231698155403, -0.011250380426645279, -0.0011471330653876066, 0.014763345010578632, 0.004683026112616062, -0.01716461218893528, -0.002112225629389286, 0.02452404983341694, -0.011200353503227234, 0.013540477491915226, -0.0024651894345879555, -0.035463154315948486, 0.02701425366103649, -0.03417358547449112, -0.031705617904663086, 0.012906809337437153, 0.01707567647099495, -0.002429059473797679, -0.0007135709165595472, 0.013974039815366268, 0.027036486193537712, 0.0171868447214365, 0.004827546887099743, 0.0006499956944026053, -0.019365772604942322, -0.014763345010578632, 0.0038464737590402365, -0.005605735350400209, -0.0012131400872021914, -0.018398595973849297, -0.021511349827051163, 0.012039685621857643, 0.012006334960460663, 0.04048802703619003, -0.002790361177176237, -0.016275253146886826, 0.017853863537311554, 0.012606651522219181, -0.017864981666207314, 6.327123264782131e-05, 0.0036936153192073107, 0.029259882867336273, 0.04533502832055092, 0.022345121949911118, 0.08195435255765915, 0.0004947054549120367, -0.025457875803112984, -0.013562710955739021, 0.042622487992048264, 0.013273670338094234, -0.03281731531023979, -0.008398875594139099, -0.017853863537311554, 0.0347071997821331, 0.0045662978664040565, -0.03744197636842728, -0.019932739436626434, -0.005066561978310347, -0.020121727138757706, -0.009210415184497833, 0.0014855059562250972, 0.013251435942947865, 0.02648063749074936, 0.0023456821218132973, -0.0207220446318388, -0.004705260507762432, 0.04217780753970146, -0.0021525246556848288, 0.03419581800699234, 0.01137266680598259, 0.018053969368338585, 0.015430362895131111, 0.023723628371953964, -0.008482253178954124, -0.012273142114281654, 0.0036852776538580656, -0.031238703057169914, -0.018354129046201706, 0.0014799474738538265, 0.020232897251844406, -0.008460018783807755, 0.00863789115101099, -0.03599676862359047, 0.019910505041480064, 0.0017773265717551112, -0.00859898142516613, -0.00717600854113698, -0.027903610840439796, 0.015941744670271873, 0.02656957320868969, -0.013073564507067204, -0.003854811657220125, 0.01733136549592018, 0.02316777966916561, -0.0072649442590773106, 0.038998354226350784, -0.0060865445993840694, -0.002187265083193779, -0.0025235535576939583, 0.002504098927602172, 0.008921373635530472, -0.02870403416454792, 0.042778126895427704, 0.005010976921766996, -0.008793528191745281, -0.04131068289279938, -0.0005082542775198817, 0.0012152245035395026, 0.041199516505002975, -0.027636803686618805, -0.0034518211614340544, 0.024479582905769348, -0.02474639005959034, -0.015697170048952103, -0.009749588556587696, -0.01899891346693039, 0.014763345010578632, -0.006636835169047117, 0.027859143912792206, -0.011761761270463467, -0.007426140364259481, 0.004552402067929506, -0.033528801053762436, 0.014741110615432262, 0.003757538041099906, -0.029660092666745186, 0.04024345427751541, -0.02104443684220314, -0.025591280311346054, -0.0086490074172616, 0.03559655696153641, -0.01050554309040308, 0.06590143591165543, -0.008004222996532917, -0.010260969400405884, -0.03175008296966553, -0.00944942981004715, -0.010738999582827091, 0.003879824886098504, 0.02681414783000946, -0.00281120534054935, 0.012395428493618965, -0.014118559658527374, 0.010550010949373245, 0.02112225443124771, -0.033017419278621674, -0.048647888004779816, 0.0095050148665905, 0.04191100224852562, -0.006564574781805277, -0.014996801503002644, 0.020110610872507095, -0.013662763871252537, -0.007181566674262285, -0.027614569291472435, 0.004435673821717501, 0.03046051599085331, -0.03239487111568451, 0.0068702916614711285, 0.004621882922947407, -0.007309412118047476, -0.03977654129266739, 0.021600285544991493, 0.04191100224852562, -0.002066368004307151, 0.011628357693552971, 0.02069981023669243, -0.046602364629507065, 0.033417630940675735, 0.0015563766937702894, 0.03306188806891441, 0.05891997367143631, 0.014196379110217094, 0.001928795361891389, -0.017831631004810333, -0.03026041015982628, 0.0006895999540574849, 0.03975430876016617, -0.010244294069707394, 0.0250354316085577, -0.004791416693478823, 0.0209999680519104, 0.031594447791576385, -0.006486755795776844, 0.03479613736271858, 0.039220694452524185, -0.017687110230326653, 0.02452404983341694, 0.007292736787348986, 0.004899807274341583, -0.016619879752397537, 0.006392261479049921, 0.01057224441319704, -0.02857062965631485, -0.05096022039651871, 0.02648063749074936, 0.015619351528584957, -0.0029015308246016502, -0.011595006100833416, 0.03190572187304497, 0.0022094990126788616, -0.03232816606760025, 0.0020983293652534485, 0.0018065086333081126, 0.010227618739008904, -0.0035129645839333534, -0.02069981023669243, 0.008298822678625584, 0.05576275289058685, -0.005208303686231375, -0.014952333644032478, 0.00573080126196146, -0.023834798485040665, -0.018598701804876328, -0.00353241921402514, 0.01347377523779869, -0.03430698812007904, 0.005964257754385471, -0.007398347835987806, 0.03886495158076286, 0.004071592818945646, -0.016241902485489845, 0.017764927819371223, -0.023768095299601555, -0.03444039449095726, -0.0038214607629925013, -0.0013166669523343444, 0.011895164847373962, -0.00428837351500988, 0.008465577848255634, 0.01886550895869732, -0.01692003756761551, 0.012217557057738304, -0.01534142717719078, -0.0026486197020858526, -0.009810731746256351, 0.02483532577753067, 0.018220724537968636, -0.0032239232677966356, -0.03775325044989586, -0.016175201162695885, 0.03610793873667717, 0.02888190560042858, 0.015085737220942974, -0.007520634680986404, 0.0418887659907341, 0.021800391376018524, 0.019777100533246994, -0.016786634922027588, -0.00566132040694356, 0.027570102363824844, 0.023456821218132973, 0.005199965555220842, 0.03862037509679794, 0.014040741138160229, -0.037019532173871994, 0.04206663742661476, -0.0077374158427119255, 0.011205912567675114, -0.030927428975701332, -0.013807284645736217, 0.0043050493113696575, 0.006192156113684177, 0.04393428936600685, -0.020444119349122047, -0.027281060814857483, -0.01715349406003952, 0.04395652562379837, -0.02874850109219551, 0.010438840836286545, 0.04157749190926552, 0.01935465633869171, -0.027747973799705505, 0.00758177787065506, -0.001038742484524846, -0.013573828153312206, -0.0028028676752001047, -0.02510213293135166, -0.009121479466557503, 0.0043800887651741505, 0.0007622077246196568, -0.018676521256566048, -0.04342291131615639, 0.010655621998012066, -0.016241902485489845, -0.022100549191236496, -0.02839275822043419, -0.023545756936073303, -0.039176225662231445, 0.05113809183239937, -0.008282147347927094, 0.008159860968589783, -0.031461045145988464, 0.015986211597919464, -0.01909896545112133, 0.026236064732074738, -0.009032543748617172, 0.017475886270403862, -0.01324031874537468, -0.035329751670360565, -0.0032989627216011286, -0.028904138132929802, -0.019843803718686104, -0.02265639789402485, -0.00427169818431139, -0.016319721937179565, -0.019743749871850014, 0.017575940117239952, -0.024279477074742317, 0.001913509564474225, 0.020510820671916008, 0.0034823929890990257, -0.0342625230550766, 0.022011613473296165, -0.00857674703001976, -0.020099492743611336, 0.02454628422856331, -0.04566853865981102, -0.019988324493169785, -0.009821848943829536, -0.010872403159737587, 0.023768095299601555, 0.0006871680961921811, 0.021289009600877762, -0.0171868447214365, -0.013006862252950668, 0.022222835570573807, -0.03595230355858803, 0.006948110181838274, 0.015808340162038803, -0.002240070840343833, 0.029971368610858917, 0.004460686817765236, -0.0305049829185009, -0.016030680388212204, 0.011155885644257069, 0.008026457391679287, 0.005841970909386873, -0.016397539526224136, -0.013084681704640388, 0.0074539328925311565, 0.0007413633866235614, 0.0086490074172616, -0.007420581765472889, 0.013885103166103363, -0.021466881036758423, -0.02117783948779106, 0.050471074879169464, 0.006609042640775442, 0.002737555420026183, 0.052249789237976074, 0.03590783476829529, 0.002056640572845936, 0.007798559032380581, 0.021666986867785454, -0.011728410609066486, 0.02490202710032463, 0.022445175796747208, -0.020199546590447426, 0.0025541253853589296, 0.027792440727353096, 0.011850696988403797, 0.009188180789351463, 0.02079986222088337, -0.030038069933652878, 0.00037693497142754495, 0.021311243996024132, 0.006131012458354235, -0.03601900488138199, -0.03208359330892563, 0.0010832103434950113, 0.03081625886261463, 0.013818401843309402, 0.05500679835677147, 0.008309939876198769, 0.027503399178385735, -0.007765207905322313, -0.029615625739097595, 0.012228674255311489, -0.017564821988344193, 0.01130596548318863, -0.027503399178385735, 0.04033239185810089, -0.035040710121393204, 0.03617464005947113, 0.005155497696250677, -0.0033156382851302624, 0.015530415810644627, 0.014340899884700775, 0.0018982237670570612, 0.024301711469888687, 0.04042132571339607, 0.03830910101532936, -0.0031989100389182568, 0.0530502125620842, -0.029504455626010895, 0.023390118032693863, -0.013529360294342041, -0.009621743112802505, 0.03377337381243706, 0.048692356795072556, -0.01739806868135929, 0.0011443537659943104, 0.0014507654123008251, 0.023701393976807594, 0.007276060990989208, -0.00758177787065506, 0.004396764095872641, 0.01539701223373413, -0.011078067123889923, -0.03479613736271858, 0.005652982741594315, -7.547385030193254e-05, 0.025591280311346054, 0.031327638775110245, 0.0012061919551342726, -0.015930626541376114, 0.013918454758822918, -0.01226202491670847, -0.035062942653894424, 0.00623106537386775, 0.02093326672911644, 4.520614311331883e-05, 0.023968201130628586, 0.008482253178954124, -0.014507654123008251, 0.007125982083380222, 0.029949134215712547, -0.00473583210259676, 0.00358800427056849, -0.023590223863720894, -0.013273670338094234, -0.0032211439684033394]
29
30
31🧠 Generating embedding for: "Recipes for quick pasta dishes."
32✅ Full Embedding Vector (1536 values):
33[-0.053990185260772705, -0.03515360876917839, -0.029106708243489265, -0.05926922336220741, -0.006304853595793247, -0.050774767994880676, -0.05888529494404793, 0.047367386519908905, -0.004718142095953226, -0.018284674733877182, 0.01593310385942459, -0.03923286870121956, 0.0033473914954811335, 0.026731139048933983, 0.017240865156054497, 0.007696600630879402, -0.010228140279650688, 0.010012179613113403, -0.004664151929318905, 0.017348846420645714, 0.018116706982254982, -0.040672603994607925, -0.01444537378847599, 0.03220214694738388, 0.03426577150821686, 0.020564261823892593, 0.012789675034582615, 0.028554808348417282, -0.01295764371752739, -0.03952081501483917, 0.017252862453460693, -0.020684238523244858, -0.02057625912129879, -0.029370659962296486, 0.011175967752933502, 0.008836393244564533, 0.003518360434100032, 0.02653917483985424, -0.003587347688153386, -0.026659153401851654, -0.02319178357720375, 0.020900199189782143, 0.017780767753720284, -0.0032754044514149427, 0.02345573529601097, 0.010450099594891071, -0.003779312828555703, 0.003269405569881201, 0.04717542231082916, -0.009016361087560654, -0.022615887224674225, 0.02663515694439411, -0.02375568076968193, -0.013893473893404007, 0.004487184341996908, -0.0035003635566681623, -0.01296964194625616, 0.04794328287243843, 0.017852753400802612, 0.041704416275024414, 0.04184839129447937, -0.04583166539669037, 0.017576804384589195, 0.013041628524661064, -0.0003145678201690316, 0.0008473459165543318, -0.025699326768517494, 0.012765678577125072, -0.016449009999632835, -0.0015507180942222476, -0.05888529494404793, -0.01826068013906479, -0.030858390033245087, -0.024343574419617653, 0.035273585468530655, -0.012801672331988811, -0.012621705420315266, -0.01901654340326786, 0.018008725717663765, 0.006610798183828592, 0.02783493883907795, 0.03392983227968216, -0.006100890692323446, -0.017984729260206223, -0.021788038313388824, -0.041200507432222366, -0.007774586323648691, 0.008770405314862728, -0.008956371806561947, 0.006031903438270092, -0.035465553402900696, 0.00974222831428051, -0.00757062342017889, -0.03253808245062828, -0.005689965561032295, -0.0032394109293818474, 0.004439192824065685, 7.404903590213507e-05, -0.02829085662961006, 0.06171678006649017, 0.05562188848853111, -0.03704926371574402, -0.02661116234958172, 0.01548918429762125, 0.02706707827746868, -0.005492001306265593, -0.04731939733028412, -0.04132048785686493, -0.002143110381439328, 0.014109434559941292, 0.008950373157858849, -0.0276669692248106, -0.010744046419858932, -0.028482820838689804, 0.0002071498311124742, -0.015453190542757511, 0.015345210209488869, -0.040408652275800705, -0.010066170245409012, 0.008026540279388428, -0.030474459752440453, 0.002309580100700259, 0.004724141210317612, -0.032322123646736145, -0.028386838734149933, 0.014601345174014568, -0.007936556823551655, 0.004121250472962856, 0.03973677381873131, -0.0758742019534111, 0.04410398006439209, -0.0002026506554102525, 0.059557173401117325, -0.016209052875638008, 0.030738411471247673, 0.018908562138676643, 0.021956007927656174, -0.028554808348417282, 0.018440647050738335, 0.031002363190054893, 0.059221234172582626, -0.0027624976355582476, 0.0011607889318838716, 0.06253263354301453, 0.017372841015458107, -0.026059262454509735, -0.05039083957672119, -0.03011452406644821, 0.050678785890340805, 0.02371968701481819, -0.049023088067770004, 0.0021761043462902308, -0.03856099024415016, 0.019940374419093132, 0.0236956924200058, -0.04549572989344597, -0.03959280252456665, 0.011523905210196972, -0.018512634560465813, 0.0018146700458601117, 0.01126595214009285, -0.01052208710461855, 0.0021836028899997473, -0.022255953401327133, -0.029994547367095947, 0.0037103253416717052, -0.03297000378370285, 0.013185602612793446, -0.07179494947195053, 0.006448827683925629, 0.040864571928977966, -0.012681694701313972, 0.041728414595127106, 0.027690965682268143, 0.0007577372598461807, 0.0006152631249278784, -0.022375931963324547, -0.003653335850685835, -0.024175604805350304, -0.03270605206489563, 0.0032754044514149427, 0.05173459276556969, -0.005342028569430113, -0.06464424729347229, 0.006826758850365877, -0.023707689717411995, -0.04907107725739479, -0.024115614593029022, -0.024931468069553375, 0.024379568174481392, 0.016556989401578903, -0.006802763324230909, -0.04847118631005287, -0.032058171927928925, 0.013041628524661064, -0.034577712416648865, 0.02382766827940941, -0.05480603501200676, 0.05394219234585762, 0.02922668680548668, -0.07006726413965225, 0.009202326647937298, -0.03668932989239693, -0.06166878715157509, 0.0012260271469131112, -0.014805308543145657, -0.05125468224287033, -0.005593982990831137, -0.004766133613884449, 0.004739138297736645, -0.0019646428991109133, 0.010258135385811329, -0.009550264105200768, -0.008104526437819004, -0.023671695962548256, -0.007702599745243788, 0.003638338530436158, 0.021464098244905472, 0.014385384507477283, -0.011991819366812706, -0.04518378525972366, -0.02819487452507019, 0.07304272055625916, 0.009934193454682827, -0.023419741541147232, 0.02802690491080284, -0.03491365164518356, 0.018896564841270447, 0.02985057234764099, -0.000879590108525008, -0.0024370569735765457, 0.020000362768769264, -0.04333611950278282, -0.008698418736457825, 0.021080167964100838, 0.02941865101456642, -0.01096600666642189, -0.025459371507167816, -0.03748118504881859, -0.01779276505112648, 0.00876440666615963, 0.02236393466591835, -0.03364188224077225, 0.04400799795985222, -0.002384566469117999, -0.0031614252366125584, 0.0016736957477405667, -0.03697727620601654, -0.02481148950755596, -0.032922014594078064, 0.0008278494933620095, 0.018572622910141945, -0.003581348806619644, -0.04321614280343056, 0.004100254736840725, -0.0188845656812191, 0.002008134964853525, -0.015921104699373245, 0.010408108122646809, 0.02461952343583107, -0.041728414595127106, 0.032850027084350586, 0.030666423961520195, 0.04976695030927658, 0.01295764371752739, 0.06339647620916367, 0.03078640252351761, 0.053462278097867966, 0.010534084402024746, -0.02299981750547886, 0.013617523945868015, -0.0013250090414658189, 0.047535356134176254, 0.015789128839969635, -0.011259952560067177, -0.013425558805465698, -0.013041628524661064, -0.02358771115541458, 0.015081258490681648, 0.06435629725456238, -0.04717542231082916, -0.0676197037100792, -0.002390565350651741, -0.014241410419344902, 0.021788038313388824, -0.01020414475351572, 0.00182216870598495, 0.008980367332696915, 0.08321686834096909, -0.04549572989344597, -0.06522013992071152, -0.002602027030661702, 0.0006077645230107009, 0.0034853662364184856, 0.08307289332151413, -0.00019196509674657136, -0.0338098518550396, -0.014817305840551853, 0.025819305330514908, 0.004643155727535486, 0.01911252550780773, 0.01544119231402874, 0.055381931364536285, 0.041704416275024414, 0.020036356523633003, -0.020564261823892593, -0.056341756135225296, -0.07894564419984818, -0.04026468098163605, 0.009502272121608257, -0.03635339066386223, 0.015681149438023567, 0.01931648887693882, -0.04331212490797043, -0.008242500945925713, -0.04453590139746666, -0.01386947836726904, 0.009304308332502842, 0.018428649753332138, -0.059557173401117325, 0.030234502628445625, -0.018212689086794853, 0.04681548848748207, -0.02176404371857643, -0.03952081501483917, -0.030906381085515022, -0.01911252550780773, 0.0026965097058564425, 0.010870023630559444, -0.013749499805271626, -0.0028704782016575336, -0.006166878622025251, -0.03320996090769768, 0.013281585648655891, -0.02313179522752762, -0.010960007086396217, 0.05629376694560051, -0.09723032265901566, 0.04599963501095772, 0.03608943894505501, -0.029442647472023964, -0.012429740279912949, 0.004469187464565039, 0.01562116015702486, 0.012297764420509338, -0.023203780874609947, 0.018536629155278206, 0.010228140279650688, 0.028122887015342712, 0.022603889927268028, -0.035129614174366, 0.00620287237688899, -0.05950918048620224, 0.01619705557823181, 0.02147609554231167, 0.0516866035759449, 0.0021626069210469723, -0.04628758504986763, 0.001099300105124712, 0.02245991677045822, -0.024571532383561134, -0.010450099594891071, -0.029706599190831184, 0.011721868999302387, -0.011703872121870518, 0.012477731332182884, 0.027954917401075363, -0.03225013613700867, -0.034145791083574295, -0.016329031437635422, -0.03297000378370285, 0.04417596757411957, -0.03464969992637634, -0.019604435190558434, -0.04674350097775459, -0.01841665245592594, -0.04599963501095772, 0.03671332448720932, 0.01875258982181549, -0.009016361087560654, -0.0034253771882504225, -0.04278422147035599, 0.009664243087172508, -0.0063588437624275684, 0.05653372034430504, -0.0463835671544075, 0.014121432788670063, -0.004292219411581755, 0.019124522805213928, 0.03332994133234024, 0.02663515694439411, -0.026395201683044434, 0.01431339792907238, 0.016940919682383537, 0.04280821606516838, 0.010306126438081264, 0.018860571086406708, -0.018032722175121307, -0.03791310638189316, -0.03949682042002678, 0.026947101578116417, 0.02166805975139141, -0.06430830806493759, 0.011469914577901363, 0.007762588560581207, 0.03851299732923508, 0.00818251259624958, 0.03239411115646362, 0.04914306476712227, 0.0066647883504629135, -0.03668932989239693, 0.0070607163943350315, 0.03366588056087494, 0.03488965705037117, -0.012345755472779274, -0.04434393718838692, 0.03155426308512688, 0.0007063715602271259, -0.008110525086522102, -0.024139611050486565, 0.0056179785169661045, 0.014685329981148243, -0.006142883095890284, -0.01033612061291933, -0.027187056839466095, 0.04717542231082916, 0.01647300459444523, -0.021488092839717865, -0.01426540594547987, 0.012489729560911655, -0.011823850683867931, -0.06632394343614578, -0.0066287945955991745, 0.011751863174140453, 0.01935248076915741, -0.044943828135728836, -0.008824395947158337, 0.022291947156190872, 0.01094800978899002, 0.019028540700674057, -0.017720777541399002, 0.008080530911684036, 0.005911925341933966, 0.019472459331154823, -0.046935465186834335, -0.039712779223918915, 0.010660061612725258, -0.023371750488877296, -0.037025269120931625, -0.04052863270044327, 0.020468277856707573, 0.033353935927152634, -0.004496182315051556, -0.03253808245062828, 0.03704926371574402, 0.0028224869165569544, 0.004220232833176851, -0.03472168743610382, -0.014157425612211227, 0.016089074313640594, 0.022423923015594482, 0.027858935296535492, -0.0344577357172966, -0.013809489086270332, 0.038153063505887985, -0.010330121964216232, -0.014397382736206055, 0.02905871719121933, 0.05960516259074211, -0.009484275244176388, 0.012693691998720169, 0.03498563915491104, -0.008416470140218735, 0.016113070771098137, 0.010726049542427063, -0.013953463174402714, 0.0044931829907000065, -0.01401345245540142, -0.030642429366707802, 0.03664133697748184, 0.022051990032196045, -0.004964097402989864, -0.008068532682955265, 0.019436465576291084, -0.02203999273478985, 0.00048666150541976094, -0.017876749858260155, 0.0030654426664114, 0.012621705420315266, 0.028674786910414696, -0.001828167587518692, 0.00902835838496685, 0.01356953289359808, -0.009916197508573532, -0.023983638733625412, -0.0400967113673687, -0.006694782990962267, -0.012645700946450233, -0.006562806665897369, -0.03229812905192375, 0.005854935385286808, 0.0015972096007317305, 0.0022690873593091965, 0.08758407831192017, -0.01426540594547987, 0.0072886748239398, 0.0007569873705506325, -0.01431339792907238, -8.658582373755053e-06, 0.04443991929292679, 0.016461007297039032, 0.023743683472275734, 0.021212143823504448, -0.03443374112248421, 0.012453735806047916, 0.007174695376306772, -0.051638610661029816, 0.020396292209625244, -0.04599963501095772, 0.009874205105006695, 0.00859643705189228, 0.034145791083574295, -0.03035448119044304, 0.006340847350656986, -0.026035265997052193, -0.021548083052039146, 0.00011566647299332544, -0.038249045610427856, 0.012465734034776688, -0.03436175361275673, 0.04645555466413498, 0.004727140534669161, -0.026419196277856827, 0.04256825894117355, -0.00040792583604343235, 0.03141028806567192, -0.034601710736751556, 0.023839665576815605, -0.014721323736011982, -0.023083802312612534, 0.010516088455915451, 0.025795310735702515, 0.024691510945558548, -0.0019376476993784308, -0.006292855832725763, -0.01544119231402874, 0.06238865852355957, -0.022291947156190872, 0.013557534664869308, -0.014637338928878307, 0.01544119231402874, -0.009622250683605671, 0.00020621251314878464, -0.004646155051887035, 0.05096673220396042, -0.014421378262341022, 0.021152153611183167, -0.00861443392932415, 0.006454826332628727, -0.00843446608632803, -0.04060061648488045, 0.011859843507409096, -0.017732776701450348, -0.0033623885829001665, -0.005444010253995657, -0.013197600841522217, -0.0005147813935764134, 0.0016736957477405667, -0.05029485747218132, -0.013017632998526096, -0.025699326768517494, -0.00920832622796297, 0.014757316559553146, -0.012069805525243282, 0.0032904017716646194, 0.004340210929512978, 0.009502272121608257, 0.011043991893529892, -0.04664751887321472, -0.006256862543523312, -0.027810944244265556, -0.006454826332628727, -0.030858390033245087, 0.025819305330514908, -0.050582803785800934, -0.025291401892900467, 0.048399198800325394, 0.0010040674824267626, -0.004838120192289352, 0.00906435213983059, 0.05106271430850029, 0.010702054016292095, 0.002516542561352253, 0.010060170665383339, 0.006280858069658279, -0.001664697309024632, -0.02170405350625515, 0.018104707822203636, -0.03088238462805748, -0.03812906891107559, -0.04247227683663368, -0.03592146933078766, -0.014061443507671356, -0.04021668806672096, 0.013581531122326851, 0.006514815613627434, -0.04503981024026871, -0.0276669692248106, -0.010126158595085144, 0.005090074613690376, -0.005971914157271385, 0.020420286804437637, 0.028842756524682045, -0.02706707827746868, 0.002447555074468255, 0.008062534034252167, 0.009964188560843468, -0.019988365471363068, -0.023203780874609947, -0.03332994133234024, 0.008884384296834469, 0.008794400840997696, 0.04794328287243843, 0.01282566785812378, -0.022579895332455635, 0.016856934875249863, -0.019136520102620125, 0.006562806665897369, 0.003341392381116748, -0.012897655367851257, 0.039016906172037125, -0.0016736957477405667, -0.0012297764187678695, 0.020684238523244858, 0.01766078919172287, 0.03400181978940964, 0.0022885838989168406, -0.001652699545957148, 0.01386947836726904, 0.010690056718885899, 0.013353572227060795, 0.038057081401348114, 0.008638429455459118, -0.03796109929680824, 0.04784730076789856, -0.00532703148201108, 0.005132067017257214, -0.02905871719121933, -0.010078167542815208, -0.003998273052275181, 0.003524359315633774, -0.02259189262986183, -0.0031044355127960443, -0.01643701083958149, -0.019472459331154823, 0.01623304933309555, 0.01854862831532955, -0.01156589761376381, 0.0013400063617154956, -0.00287797674536705, 0.023143792524933815, -0.02478749305009842, -0.023347755894064903, -0.04177640378475189, 0.00946027971804142, 0.04947900399565697, 0.02114015631377697, 0.005042083095759153, -0.02793092094361782, -0.03738520294427872, 0.044511906802654266, 0.012681694701313972, 0.018668605014681816, 0.051110707223415375, -0.032586075365543365, -0.015213234350085258, 0.014169423840939999, 0.005584984552115202, 0.013797491788864136, 0.021092165261507034, -0.031122341752052307, -0.0160650797188282, 0.003059443784877658, 0.037721142172813416, 0.01444537378847599, 0.008854390121996403, -0.010894019156694412, 0.017600800842046738, 0.023503726348280907, -0.002612524898722768, -0.004319214727729559, 0.011751863174140453, 0.003707326017320156, 0.008608435280621052, 0.014301399700343609, 0.013605526648461819, 0.0138334846124053, -0.006124886218458414, -0.016652971506118774, -0.03035448119044304, 0.015093255788087845, 0.025987274944782257, 0.011601890437304974, -0.015225231647491455, 0.008128521963953972, -0.0035063624382019043, 0.021212143823504448, 0.011751863174140453, 0.01901654340326786, -0.03594546392560005, -0.004976095166057348, 0.006019905675202608, -0.050774767994880676, 0.01287365984171629, -0.060948919504880905, -0.007072714157402515, -0.01295764371752739, 0.03508162125945091, -0.02273586578667164, -0.012669696472585201, 0.03851299732923508, 0.005827940534800291, -0.029442647472023964, -0.00011922832345589995, -0.005839938297867775, -0.00012129044625908136, 0.03141028806567192, -0.012105799280107021, 0.007012724876403809, 0.04182439669966698, 0.007186693139374256, 0.02617924101650715, 0.01875258982181549, 0.005135066341608763, -0.014253408648073673, -0.005893928464502096, -0.03392983227968216, -0.002798491157591343, 0.022159971296787262, -0.04878313094377518, -0.00424122903496027, -0.04182439669966698, 0.006568805780261755, 0.03839302062988281, -0.01037211436778307, 0.02661116234958172, 0.04957498610019684, -0.010954008437693119, -0.010288129560649395, -0.0008833393803797662, -0.06517215073108673, 0.008086529560387135, -0.013713506981730461, 0.036593347787857056, -0.01719287410378456, -0.08566442877054214, -0.02262788638472557, -0.01884857378900051, -0.004937102552503347, 0.021716052666306496, 0.049287039786577225, 0.006304853595793247, 0.03081039898097515, -0.01809271052479744, -0.006448827683925629, 0.01905253529548645, 0.04787129536271095, -0.031794220209121704, -0.04184839129447937, 0.027091074734926224, -0.011799854226410389, -0.014925286173820496, -0.014925286173820496, -0.004919105675071478, 0.043744046241045, 0.02644319273531437, -0.03409780189394951, -0.0008585939067415893, -0.01500927098095417, -0.002158107701689005, -0.009262315928936005, -0.0019796399865299463, -0.009334302507340908, -0.014277404174208641, 0.012453735806047916, 0.00532703148201108, 0.03558553010225296, 0.007492637727409601, -0.03930485248565674, -0.01978440210223198, 0.016089074313640594, -0.023047810420393944, 0.006772768683731556, -0.015993092209100723, 0.016976913437247276, -0.03625740855932236, -0.02014433778822422, -0.036425378173589706, -0.0020531266927719116, -0.0037463188637048006, 0.005219051148742437, -0.0453997440636158, -0.016221050173044205, -0.03695328161120415, 0.010708053596317768, 0.02723504789173603, -0.022951826453208923, 0.028938738629221916, 0.02117615006864071, 0.012027813121676445, -0.010798037052154541, 0.011109979823231697, -0.022543901577591896, 0.04818323999643326, -0.011073986999690533, 0.004535175394266844, -0.018200691789388657, 0.014937284402549267, 0.0069467369467020035, 0.021992001682519913, -0.020396292209625244, 0.029874568805098534, -0.011193964630365372, -0.012777676805853844, -0.0013077622279524803, 0.002057625912129879, -0.014805308543145657, -0.0017816760810092092, -0.0038962916005402803, -0.010660061612725258, 0.004094255622476339, 0.03138629347085953, -0.003971278201788664, 0.02160807140171528, 0.03061843290925026, 0.03455371782183647, -0.014601345174014568, 0.023275768384337425, 0.018296673893928528, 0.013857480138540268, 0.012561716139316559, -0.02010834403336048, 0.004511179868131876, 0.01965242624282837, 0.0010655563091859221, 0.010912016034126282, 0.008548445999622345, 0.01426540594547987, 0.000480662623886019, 0.0172288678586483, -0.0016122069209814072, -0.01619705557823181, -0.008122523315250874, -0.0001763116888469085, -0.014493364840745926, -0.012921650893986225, -0.004409198183566332, -0.01941247098147869, -0.003596346126869321, -0.00031662994297221303, -0.037721142172813416, -0.008164515718817711, -0.042592257261276245, 0.022291947156190872, 0.004196236841380596, 0.0030429468024522066, -0.018764588981866837, 0.00592392310500145, 0.05792547017335892, 0.014289402402937412, -0.017804762348532677, -0.0069467369467020035, 0.009916197508573532, 0.03373786434531212, -0.001413492951542139, -0.032322123646736145, 0.011331940069794655, 0.008392473682761192, -0.017048900946974754, -0.0337858572602272, -0.009688238613307476, 0.012609707191586494, -0.04652754217386246, -0.0015034766402095556, 0.012201781384646893, 0.023599708452820778, 0.0260112714022398, 0.04907107725739479, 0.004547173157334328, 0.016377022489905357, 0.026395201683044434, 0.0076246135868132114, -0.0076246135868132114, 0.0004184239369351417, -0.00169619161169976, -0.002705508144572377, 0.005441010929644108, 0.001868660212494433, 0.013449554331600666, 0.0168929286301136, 0.002961961552500725, 0.00962824933230877, 0.005057080648839474, 0.006826758850365877, 0.014469369314610958, -0.015357207506895065, 0.008830394595861435, 0.007774586323648691, 0.010582076385617256, -0.008986365981400013, -0.017816761508584023, 0.009562261402606964, -0.03198618441820145, 0.010348118841648102, -0.01400145422667265, 0.013341573998332024, 0.03462570533156395, 0.01257371436804533, 0.004589165560901165, 0.007390656508505344, 0.016329031437635422, 0.011463915929198265, -0.009778222069144249, -0.004412197973579168, 0.026323214173316956, 0.03277803957462311, -0.0004341710591688752, 0.0003320021496620029, 0.010492091998457909, 0.019004544243216515, 0.05072677880525589, 0.03683330491185188, -0.03584948182106018, 0.026515178382396698, 0.013737502507865429, -0.007384657394140959, 0.015849119052290916, 0.029802581295371056, 0.01600508950650692, -0.009370296262204647, -0.010582076385617256, -0.01775677129626274, -0.00339238322339952, -0.06406835466623306, -0.001721687032841146, 0.03803308680653572, -0.01997636817395687, 0.02345573529601097, 0.0003335018700454384, -0.011589893139898777, 0.030402472242712975, 0.0036413378547877073, 0.016209052875638008, -0.021320123225450516, -0.021884020417928696, 0.012321759946644306, -0.01892055943608284, -0.014721323736011982, -0.005369023885577917, 0.025987274944782257, -0.016053080558776855, 0.035537537187337875, 0.02591528743505478, -0.011007999069988728, -0.012537720613181591, 2.4604902137070894e-05, 0.002465551719069481, 0.013629522174596786, 0.009550264105200768, -0.008710416033864021, 0.023467732593417168, 0.019604435190558434, -0.007354662753641605, 0.04261625185608864, -0.014037447981536388, -0.01762479543685913, 0.0280029084533453, 0.03261006996035576, -0.013893473893404007, -0.027211053296923637, 0.007192692253738642, 0.0028629794251173735, -0.027019087225198746, 0.0404326505959034, -0.029442647472023964, 0.03964079171419144, -0.0008435966446995735, 0.01769678294658661, -0.0025675331708043814, -0.016377022489905357, -0.036161426454782486, -0.0027220051269978285, -0.003128431271761656, -0.017720777541399002, -0.006928740069270134, -0.013125613331794739, 0.024463552981615067, 0.041200507432222366, -0.004874113947153091, 0.024931468069553375, -0.020756226032972336, 0.011025995016098022, 0.006850754376500845, -0.029274677857756615, -0.042760226875543594, 0.032658062875270844, 0.019172513857483864, -0.019340483471751213, -0.07625813782215118, -0.020492274314165115, 0.00538402097299695, 0.02985057234764099, 0.029730593785643578, -0.0487111434340477, -0.01065406296402216, -0.07597018778324127, -0.025027450174093246, -0.007726595271378756, -0.01252572238445282, 0.002632021438330412, 0.03654535487294197, -0.020504271611571312, -0.006676786113530397, 0.002996455179527402, -0.02663515694439411, 0.0038213052321225405, 0.014685329981148243, -0.014469369314610958, 0.029202690348029137, 0.008854390121996403, 0.031194329261779785, 0.039760772138834, -0.008536447770893574, 0.010858026333153248, 0.01426540594547987, 0.014217414893209934, -0.00444819126278162, -0.008638429455459118, -0.006598800420761108, -0.016592983156442642, -0.016245046630501747, -0.05063079297542572, -0.018368659541010857, 0.014925286173820496, -0.0381050705909729, 0.019124522805213928, 0.013929467648267746, -0.017684783786535263, -0.008866388350725174, -0.02010834403336048, 0.0038273041136562824, -0.021080167964100838, 0.036929287016391754, -0.0014599845744669437, 0.0059869117103517056, 0.026131248101592064, 0.0076486095786094666, 0.002737002447247505, -0.04019269347190857, 0.014409380033612251, -0.002683012280613184, 0.009736229665577412, 0.01799672842025757, -0.013113616034388542, 0.044151972979307175, -0.00929231010377407, 0.06853154301643372, -0.024103617295622826, -0.0192205049097538, 0.012309761717915535, 0.0010948010021820664, -0.009586256928741932, 0.011361934244632721, -0.011421923525631428, -0.03018651157617569, 0.010744046419858932, -0.03402581438422203, -0.011445919051766396, -0.01340156327933073, -0.04477585852146149, 0.011781858280301094, 0.05696564167737961, -0.02608325704932213, 0.007402654271572828, 0.012645700946450233, 0.035369567573070526, -0.02080421708524227, -0.03395382687449455, 0.012513725087046623, -0.02505144476890564, -0.04703144729137421, -0.023611707612872124, -0.04592765122652054, -0.007894564419984818, -0.00592392310500145, -0.00798454787582159, 0.004295219201594591, 0.02130812592804432, 0.039448827505111694, 0.03373786434531212, 0.014397382736206055, 0.00932830385863781, -0.031194329261779785, -0.024535538628697395, -0.015021269209682941, 0.009376294910907745, -0.019160516560077667, 0.022351935505867004, 0.01004217378795147, -0.017084892839193344, 0.00017565555754117668, -0.02574731968343258, 0.03157825767993927, -0.028074895963072777, -0.00959225557744503, -0.025027450174093246, 0.011325940489768982, 0.03320996090769768, 0.022255953401327133, -0.0025645338464528322, -0.016329031437635422, -0.054518088698387146, 0.03731321543455124, -0.010258135385811329, -0.009568260051310062, -0.004988092929124832, 0.01004217378795147, 0.0203722957521677, -0.011439920403063297, -0.003836302552372217, -0.014157425612211227, -0.004907107912003994, 0.0011345436796545982, -0.007480639964342117, 0.002606526017189026, 0.0011427921708673239, 0.025555353611707687, -0.03524959087371826, 0.0076126158237457275, 0.013581531122326851, 0.04957498610019684, -0.010822032578289509, 0.004037266131490469, 0.030834393575787544, -0.008524450473487377, -0.04655153676867485, 0.021344119682908058, 0.08974368125200272, -0.020192328840494156, 0.005710961762815714, 0.011031994596123695, -0.0015027268091216683, 0.02189601957798004, 0.017876749858260155, -0.008188511244952679, -0.01875258982181549, -0.03695328161120415, 0.0467195063829422, 0.01660498045384884, 0.014733321033418179, 0.0052850390784442425, -0.021224141120910645, 0.013149608857929707, -0.03913688287138939, -0.018812580034136772, 0.00887838564813137, 0.018476640805602074, -8.970244380179793e-05, 0.010024177841842175, 0.029778586700558662, 0.01634102873504162, -0.018668605014681816, -0.015057262033224106, 0.00663479370996356, -0.028674786910414696, -0.010774041526019573, 0.009622250683605671, 0.03304199129343033, -0.02388765662908554, -0.006700781639665365, 0.0008720914484001696, -0.01563315838575363, 0.010438102297484875, 0.006562806665897369, -0.010576076805591583, -0.024859480559825897, 0.017804762348532677, -0.01613706536591053, 0.035129614174366, -0.023911653086543083, -0.011937829665839672, 0.062244683504104614, 0.010996000841259956, 0.009406290017068386, -0.023911653086543083, -0.006880749017000198, -0.010276131331920624, -0.004307216964662075, -0.004778131376951933, -0.014697328209877014, 0.004499182105064392, 0.0042232321575284, -0.029514633119106293, -0.010852026753127575, -0.06152481585741043, 0.047535356134176254, 0.02048027701675892, -0.06603599339723587, 0.004631157964468002, -0.02262788638472557, -0.001178035861812532, 0.01649700105190277, 0.03568151220679283, 0.008524450473487377, -0.026419196277856827, -0.009370296262204647, -0.028818760067224503, -0.026155244559049606, 0.0003194419259671122, 0.0038692965172231197, 0.010888020507991314, 0.023935647681355476, 0.030066533014178276, -0.0056959642097353935, -0.03738520294427872, 0.001121046137996018, -0.05327031388878822, 0.009898200631141663, -0.016389019787311554, 0.002198600210249424, 0.03191419690847397, 0.04112852364778519, -0.028650790452957153, -0.0028074895963072777, 0.01514124684035778, 0.01470932550728321, -0.01745682582259178, 0.015645155683159828, 0.009874205105006695, -0.008242500945925713, 0.026131248101592064, 0.01078603882342577, 0.03498563915491104, -0.022675877436995506, 0.005725958850234747, -0.026563171297311783, 0.013461552560329437, -0.005560989025980234, 0.004025268368422985, 0.032586075365543365, -0.0334739126265049, -0.036233413964509964, 0.006250863429158926, -0.029994547367095947, -0.011553899385035038, 0.03652136027812958, 0.029634611681103706, 0.01096600666642189, 0.015561170876026154, 0.024103617295622826, -0.011523905210196972, -0.01826068013906479, 0.009040356613695621, -0.02574731968343258, 0.01136793289333582, 0.02322777733206749, -0.0038333029951900244, 0.019700417295098305, 0.022087983787059784, 0.023995637893676758, -0.024403562769293785, 0.04890310764312744, 0.006172877736389637, 0.027283038944005966, 0.03978476673364639, 0.006904744543135166, -0.03920887038111687, -0.04266424477100372, -0.008140520192682743, -0.0145773496478796, 0.04695946350693703, 0.04715142771601677, 0.0009178331238217652, -0.030906381085515022, -0.009202326647937298, 0.0138334846124053, -0.05653372034430504, -0.02424759231507778, 0.00977222342044115, -0.006508816499263048, -0.012069805525243282, 0.01257371436804533, -0.00032825281959958375, -0.02773895673453808, 0.004583166912198067, 0.0036233412101864815, -0.0210441742092371, 0.024427559226751328, 0.014817305840551853, 0.02524341084063053, -0.01660498045384884, 0.015825122594833374, 0.01287365984171629, 0.03760116547346115, 0.0036143427714705467, 0.02445155382156372, -0.05159062147140503, -0.005803944543004036, -0.006520814262330532, 0.025291401892900467, 0.027211053296923637, -0.002534539205953479, 0.05854935571551323, -0.032586075365543365, -0.03191419690847397, -0.0344577357172966, -0.01848863810300827, -0.029706599190831184, 0.00016731333744246513, -0.023935647681355476, -0.020528268069028854, -0.01792474091053009, 0.05331830680370331, -0.028050899505615234, 0.01766078919172287, -0.021224141120910645, -0.0007498636841773987, -0.03349791094660759, 0.002143110381439328, 0.007192692253738642, -0.016257043927907944, 0.0028599801007658243, -0.03654535487294197, -0.047295402735471725, -0.02054026536643505, -0.005276040639728308, -0.01500927098095417, 0.009568260051310062, 0.020588256418704987, 0.05811743438243866, 0.005926922429352999, 0.0044931829907000065, 0.026251226663589478, -0.016544992104172707, 0.013845482841134071, -0.007240683771669865, 0.027786947786808014, -0.0130056357011199, -0.0011802853550761938, -0.01660498045384884, 0.024067623540759087, 0.008296491578221321, -0.0041482457891106606, 0.023071805015206337, 0.0037493184208869934, 0.03105035424232483, 0.004247227683663368, 0.010060170665383339, 0.03160225600004196, -0.029106708243489265, 0.018176695331931114, 0.0172288678586483, -0.005111070815473795, -0.0029484638944268227, 0.020900199189782143, 0.0012560216709971428, -0.0020276312716305256, -0.022915832698345184, 0.0055399928241968155, -0.029970550909638405, -0.002390565350651741, 0.03400181978940964, -0.030522450804710388, 0.003596346126869321, -0.027906926348805428, -0.05672568827867508, -0.012813670560717583, -0.003461370710283518, 0.004856117069721222, 0.004520178306847811, -0.0015229730634018779, 0.021380113437771797, 0.00523404823616147, -0.029730593785643578, -0.01235775277018547, 0.01182984933257103, -0.006658789236098528, -0.05375022813677788, -0.005114070139825344, -0.01739683747291565, -0.0035423559602349997, -0.061476822942495346, 0.029826577752828598, 0.02422359585762024, 0.01239374652504921, -0.016461007297039032, -0.018404653295874596, -0.016257043927907944, -0.0008375977049581707, 0.013953463174402714, -0.015117251314222813, 0.021656062453985214, -0.004865115508437157, 0.010024177841842175, -0.02541138045489788, -0.016257043927907944, 0.006874749902635813, 0.022711871191859245, -0.04645555466413498, -0.037457190454006195, 0.017384838312864304, -0.01732484996318817, 0.0011540402192622423, -0.012693691998720169, -0.019904380664229393, 0.010396109893918037, -0.004187238868325949, 0.012909652665257454, 0.042424287647008896, 0.02259189262986183, -0.0169049259275198, -0.027906926348805428, -0.0183926559984684, -0.020036356523633003, -0.0005965165328234434, -0.007384657394140959, 0.03860897943377495, -0.01941247098147869, -0.027786947786808014, 0.03160225600004196, -0.03664133697748184, -0.007606617175042629, 0.01514124684035778, 0.0033083984162658453, 0.02283184975385666, -0.04542374238371849, 0.02084021084010601, -0.017816761508584023, 0.030594438314437866, -0.012249772436916828, -0.025867296382784843, -0.01884857378900051, -0.0023035812191665173, -0.009316306561231613, 0.004043264780193567, -0.03011452406644821, 0.009928194805979729, -0.005578985903412104, 0.04688747599720955, -0.013821487314999104, -0.00995818991214037, 0.0056179785169661045, -0.0032154154032468796, 0.007636611349880695, -0.007036720868200064, 0.025003453716635704, 0.03273005038499832, 0.06637193262577057, -0.017804762348532677, 0.012345755472779274, 0.014157425612211227, -0.005605980753898621, -0.0008360979845747352, 0.00848245806992054, 0.025291401892900467, -0.00962824933230877, 0.02759498357772827, -0.01745682582259178, -0.029610617086291313, 0.034745682030916214, 0.012087802402675152, -0.052838392555713654, 0.012897655367851257, -0.02371968701481819, 0.025627341121435165, 0.012645700946450233, -0.009820214472711086, 0.002861479762941599, 0.010120159946382046, 0.010402108542621136, 0.03160225600004196, 0.0016017088200896978, -0.023743683472275734, -0.029202690348029137, 0.0022690873593091965, 0.02661116234958172, -0.007498636841773987, 0.018272677436470985, -0.01386947836726904, 0.024439556524157524, -0.003041447140276432, -0.02309580147266388, -0.000926831504330039, 0.03071441501379013, 0.0280029084533453, 0.01330558117479086, 0.01666497066617012, 0.014757316559553146, 0.00577395036816597, 0.021956007927656174, -0.0067427740432322025, 0.012777676805853844, -0.034937646239995956, 0.04096055403351784, -0.004394201096147299, -0.018872568383812904, 0.03450572490692139, 0.007540629245340824, 0.02239992655813694, 0.003033948363736272, 0.013221596367657185, 0.006538811139762402, -0.001360252732411027, -0.00861443392932415, 0.009526267647743225, -0.001724686473608017, -0.04419996216893196, -0.03697727620601654, 0.019004544243216515, 0.009298309683799744, -0.01796073466539383, -0.004778131376951933, 0.00932830385863781, -0.01593310385942459, 0.017252862453460693, 0.012477731332182884, 0.007750590797513723, -0.02922668680548668, -0.0096102524548769, -0.012453735806047916, 0.03865697234869003, 0.019640428945422173, -0.009502272121608257, -0.0027415016666054726, 0.011739865876734257, -0.023515723645687103]
34
35
36🧠 Generating embedding for: "Is PizzaHut Restaurant Near Me."
37✅ Full Embedding Vector (1536 values):
38[-0.09512268006801605, -0.02695784531533718, 0.0024550894740968943, -4.806849392480217e-05, 0.008400256745517254, -0.026476453989744186, -0.000760445895139128, 0.05738169699907303, 0.011535310186445713, -0.05439708009362221, 0.042554885149002075, 0.004118893761187792, -0.01288921944797039, 0.02534518763422966, 0.040412697941064835, 0.019099151715636253, 0.010361921973526478, 0.044143471866846085, -0.01788364164531231, 0.02534518763422966, 0.041471756994724274, 0.006191879976540804, -0.05848889425396919, -0.006757513154298067, 0.020410940051078796, 0.026259830221533775, -0.025104492902755737, -0.018906595185399055, 0.02459903433918953, 0.0017751259729266167, 0.005048578605055809, -0.025104492902755737, 0.007034312468022108, -0.018617762252688408, 0.0250322837382555, 0.036465298384428024, -0.03867969289422035, 0.047561340034008026, 0.006252053659409285, 0.020122105255723, -0.021650519222021103, -0.024743450805544853, 0.04306034371256828, -0.03141070157289505, 0.0026762280613183975, 0.006968121509999037, -0.030616410076618195, 0.009074202738702297, 0.011144180782139301, -0.020904364064335823, -0.03949805721640587, -0.014152868650853634, -0.018052129074931145, -0.06542091071605682, -0.0006803395808674395, 0.01554889976978302, 0.03706703707575798, 0.0006363374995999038, 0.037331800907850266, 0.0067514958791434765, -0.015464656986296177, -0.0012388273607939482, -0.011366823688149452, 0.02163848467171192, 0.05954795330762863, 0.04224197939038277, -0.020194314420223236, 0.015897907316684723, -0.04166431352496147, -0.020495183765888214, -0.042867787182331085, 0.01841317117214203, -0.02142185904085636, -0.012768872082233429, 0.041471756994724274, 0.001041006064042449, -0.0073592509143054485, 0.008719177916646004, 0.04207349196076393, -0.007256955374032259, -0.014550015330314636, 0.01992955058813095, -0.0251285620033741, 0.008923768997192383, -0.007208816707134247, -0.002250498626381159, -0.07976634055376053, 0.012528177350759506, -0.05439708009362221, 0.004389675799757242, 0.05410824716091156, -0.0301350187510252, 0.01107798982411623, -0.03485264256596565, -0.03177174553275108, -0.041905008256435394, -0.04448044300079346, -0.016367262229323387, -0.005081674084067345, -0.014477807097136974, 0.016872722655534744, -0.07471174001693726, 0.047657620161771774, 0.0040617287158966064, 0.014983266592025757, -0.05930725857615471, 0.020146174356341362, 0.05694844573736191, 0.011920422315597534, -0.038053885102272034, -0.08761299401521683, 0.049486901611089706, -0.009230654686689377, -0.0070282951928675175, -0.04996829107403755, 0.03526182472705841, 0.06089584529399872, -0.03855934739112854, -0.011433014646172523, -0.012552246451377869, -0.03940177708864212, -0.02705412358045578, -0.0034991041757166386, -0.030183158814907074, 0.001875916961580515, -0.0054366993717849255, 0.0111923199146986, 0.010560494847595692, 0.013322470709681511, -0.031145939603447914, -0.02098860777914524, 0.019965654239058495, 0.012299517169594765, -0.05203826725482941, -0.026861567050218582, -0.01748649589717388, -0.004281362984329462, -0.002494202461093664, -0.03001467138528824, 0.010512355715036392, -0.0375002883374691, 0.0070824516005814075, -7.014004222583026e-05, 0.024839729070663452, -0.019038977101445198, -0.027005983516573906, -0.0442638173699379, -0.02671715058386326, 0.05276035517454147, 0.03995537757873535, -0.009140394628047943, 0.010843311436474323, -0.007900814525783062, -0.04026827961206436, -0.06416930258274078, -0.003481052117422223, 0.005674385465681553, -0.008977925404906273, -0.06705763936042786, 0.013539096340537071, -0.0424104668200016, -0.007262973114848137, -0.02481565997004509, 0.03256604075431824, 0.05247151851654053, 0.002280585467815399, 0.027294818311929703, 0.011860248632729053, -0.07013853639364243, -0.049246206879615784, 0.02440647780895233, -0.02107285149395466, 0.035959839820861816, 0.03340847045183182, -0.029461072757840157, 0.07668544352054596, 0.0021346642170101404, 0.017293939366936684, -0.014477807097136974, -0.025922857224941254, 0.013707582838833332, 0.03323998674750328, 0.0023618200793862343, -0.028787126764655113, 0.042651161551475525, 0.006122680380940437, 0.014513910748064518, -0.0012809489853680134, -0.019135255366563797, 0.03699482977390289, -0.03165140002965927, 0.023576078936457634, -0.019965654239058495, 0.004612318705767393, -0.00407677236944437, -0.021048782393336296, 0.013888103887438774, 0.0027123321779072285, 0.029124099761247635, 0.01757073774933815, -0.013033636845648289, -0.020061932504177094, -0.00830397941172123, 0.03598390892148018, -0.026596803218126297, -0.012804976664483547, 0.03482857346534729, -0.009344984777271748, 0.027944695204496384, 0.023876948282122612, 0.04419161006808281, 0.0015419526025652885, 0.056515198200941086, 0.032301273196935654, 0.023407593369483948, -0.01652371510863304, -0.025272980332374573, 0.05396382883191109, 0.05088293179869652, 0.006426557898521423, -0.07139015197753906, -0.029003752395510674, 0.006619113497436047, 0.024863798171281815, -0.008923768997192383, 0.018569622188806534, 0.033167775720357895, -0.01925560273230076, 0.037235524505376816, 0.03506926819682121, 0.004528075456619263, 0.009663905948400497, -0.041279200464487076, 0.01779939793050289, 0.004437814932316542, 0.008562725968658924, 0.00794293638318777, 0.01758277229964733, 0.019664784893393517, -0.015741456300020218, -0.025826578959822655, -0.009284811094403267, -0.007317129522562027, 0.005117778200656176, 0.07630033046007156, -0.013298401609063148, -0.009363037534058094, -0.010747034102678299, -0.027198540046811104, -0.031218146905303, 0.005156891420483589, -0.0027935667894780636, 0.025056354701519012, -0.033938001841306686, 0.01080720778554678, -0.0464300736784935, -0.02970176935195923, 0.03468415513634682, 0.037740983068943024, -0.01096365973353386, 0.034997060894966125, 0.007172712124884129, -0.02982211671769619, 0.009633819572627544, -0.023708462715148926, -0.004552145022898912, 0.033288124948740005, 0.018389102071523666, -0.08318420499563217, -0.001844325801357627, -0.028377946466207504, -0.03971468284726143, 0.053530577570199966, 0.03629681095480919, -0.018894560635089874, -0.008243805728852749, -0.011908387765288353, 0.018461309373378754, 0.030303506180644035, 0.030544200912117958, -0.07581894099712372, -0.05622636154294014, 0.003225313499569893, 0.03665785491466522, 0.005957202520221472, 0.01335857529193163, 0.01081924233585596, -0.007196781691163778, -0.05141246318817139, 0.028570501133799553, -0.04125513136386871, -0.03752435743808746, -0.006330279633402824, -0.05247151851654053, 0.015187857672572136, 0.015356344170868397, 0.031892094761133194, -0.044889625161886215, 0.005045569967478514, 0.03757249563932419, 0.008677056059241295, -0.041784659028053284, -0.040075723081827164, 0.006270105950534344, -0.034780435264110565, 0.019664784893393517, -0.009423211216926575, -0.015837734565138817, -0.00775038031861186, -0.011035867966711521, -0.029557351022958755, 0.006811669562011957, 0.022962307557463646, -0.018978804349899292, -0.0026807410176843405, -0.012865150347352028, 0.020627565681934357, 0.0027424192521721125, 0.0002343015803489834, 0.00524715194478631, 0.003808998968452215, -0.040075723081827164, 0.019099151715636253, -0.011890335008502007, -0.051268044859170914, 0.022962307557463646, 0.033938001841306686, 0.0020308643579483032, 0.0011636101407930255, 0.030857104808092117, 0.002873297082260251, -0.025898786261677742, 0.00825584027916193, -0.00503052631393075, 0.0009973801206797361, 0.014297286048531532, 0.004218180663883686, -0.020037861540913582, -0.009916636161506176, 0.03697076067328453, 0.018689969554543495, -0.011938474141061306, 0.012215273454785347, -0.04939062148332596, -0.02609134279191494, -0.02895561419427395, 0.008508569560945034, 0.007605963386595249, -0.011487171053886414, 0.010452182032167912, -0.06927203387022018, -0.03812609612941742, -0.004525066819041967, 0.007004225626587868, -0.012125012464821339, 0.02290213294327259, 0.005659342277795076, 0.023624219000339508, 0.03287894278764725, -0.0021737772040069103, -0.012443933635950089, -0.012137047946453094, -0.05059409886598587, 0.01671627163887024, 0.015464656986296177, 0.01907508261501789, 0.00033922959119081497, -0.04592461511492729, -0.010097157210111618, 0.03302336111664772, -0.032638248056173325, -0.03884818032383919, -0.017642946913838387, 0.015909941866993904, -0.04939062148332596, -0.00516892597079277, 0.005683411844074726, 0.030520131811499596, 0.02789655514061451, -0.008430344052612782, 0.05247151851654053, -0.011902369558811188, 0.015897907316684723, -0.01671627163887024, 0.014417633414268494, -0.0315069817006588, -0.010698894970119, -0.005990297999233007, 0.019749028608202934, -0.016234880313277245, 0.035935770720243454, -0.039353638887405396, 0.047753896564245224, -0.026476453989744186, -0.011776004917919636, -0.031073730438947678, 0.05945167690515518, -0.014285250566899776, -0.05690030753612518, 0.013936243019998074, -0.02109692059457302, -0.047344714403152466, -0.06205118075013161, 0.006185862701386213, 0.0018112302059307694, -0.0036736081819981337, 0.007010243367403746, 0.033913932740688324, -0.0411347821354866, -0.004630370996892452, 0.0001447931135771796, -0.0400516539812088, 0.016848653554916382, -0.017185626551508904, -0.0037127211689949036, -0.016848653554916382, 0.01347892265766859, -0.024623103439807892, -0.02310672402381897, -0.020699772983789444, -0.023190967738628387, -0.028690848499536514, 0.005331395193934441, -0.016042325645685196, -0.059162840247154236, 0.02854643203318119, 0.024863798171281815, -0.022083770483732224, -0.024250024929642677, -0.018605727702379227, 0.030520131811499596, -0.0037217470817267895, 0.029798045754432678, 0.0069921910762786865, -0.005235117394477129, -0.012269429862499237, 0.009140394628047943, 0.005328386556357145, -0.013009566813707352, -0.028089111670851707, -0.0059210979379713535, -0.06710577756166458, 0.028474222868680954, -0.03468415513634682, 0.009405158460140228, -0.041158851236104965, 0.07553010433912277, 0.01767905056476593, -0.009651871398091316, 0.015248031355440617, 0.0340583473443985, -0.01661999337375164, 0.02767992950975895, 0.03762063384056091, 0.007088468875735998, 0.028137249872088432, 0.02493600733578205, -0.019989723339676857, -0.002023342764005065, 0.035646937787532806, 0.013298401609063148, -0.028931545093655586, -0.01853351853787899, 0.004522058181464672, 0.004464893136173487, 0.006793617736548185, -0.031025590375065804, -0.017510564997792244, -0.019339846447110176, -0.057141002267599106, -0.05247151851654053, -0.05146060138940811, 0.05622636154294014, 0.031892094761133194, -0.016776444390416145, -0.031916163861751556, -0.01374368742108345, -0.03292708098888397, -0.028040973469614983, -0.017630912363529205, -0.02268550731241703, 0.01702917367219925, -0.03449159860610962, 0.0047597442753612995, -0.015681281685829163, -0.04546729475259781, 0.0025288022588938475, 0.028907474130392075, -0.032421622425317764, -0.03620053455233574, -0.04065339267253876, -0.02131354622542858, -0.006035428028553724, -0.009994861669838428, -0.003079392248764634, 0.04782610386610031, -0.02811318077147007, -0.04067746177315712, 0.012949393130838871, 0.0004531836311798543, 0.02267347276210785, -0.019327811896800995, -0.012913289479911327, 0.05088293179869652, 0.006877860985696316, -0.012173151597380638, -0.01714952103793621, -0.027848416939377785, 0.01309381052851677, 0.02695784531533718, 0.011703796684741974, 0.07413407415151596, -0.03398614004254341, -0.009760184213519096, -0.002467124257236719, 0.007960988208651543, -0.00028244059649296105, 0.03078489564359188, 0.0014983266592025757, 0.023684391751885414, -0.023564044386148453, 0.0007897806353867054, -0.007852675393223763, -0.07995889335870743, 0.007756397593766451, 0.014261181466281414, 0.002131655579432845, -0.04825935512781143, -0.0325901098549366, -0.008917751722037792, 0.012173151597380638, -0.012137047946453094, 0.02001379244029522, 0.03504519909620285, -0.017618877813220024, 0.01832892745733261, 0.014658328145742416, 0.002113603288307786, -0.03439532220363617, -0.021157095208764076, -0.038294579833745956, 0.0030929313506931067, -0.01876217871904373, 0.01251614186912775, 0.02823352813720703, -0.014213042333722115, -0.03567100688815117, 0.010632704012095928, 0.030640479177236557, 0.045756127685308456, -0.012395794503390789, -0.01725783385336399, 0.03326405584812164, 0.05410824716091156, -0.008845542557537556, -0.023768635466694832, 6.393461808329448e-05, -0.03576728329062462, 0.017823468893766403, 0.040966298431158066, -0.02216801419854164, 0.02693377621471882, -0.02938886545598507, 0.027728069573640823, 0.05348243936896324, -0.004004563670605421, 0.028931545093655586, 0.012161117047071457, -0.022011561319231987, 0.00764206750318408, -0.02269754186272621, 0.010458199307322502, -0.019893445074558258, 0.043301038444042206, 0.0034960955381393433, 0.016993070021271706, 0.02363625355064869, 0.01273276749998331, 0.011944491416215897, 0.00545776030048728, -0.025609953328967094, -0.021145058795809746, -0.019327811896800995, 0.02724667824804783, 0.01044014748185873, 0.004272337071597576, -0.025585882365703583, 0.010085122659802437, -0.004504005890339613, 0.03143477439880371, 0.029749907553195953, -0.029749907553195953, 0.007389337755739689, -0.02023041807115078, -0.0057947332970798016, -0.012359690852463245, -0.031242216005921364, 0.003348669735714793, -0.020639600232243538, 0.010741016827523708, -0.03721145540475845, 0.00423322431743145, -0.011992630548775196, -0.017089348286390305, -0.021265408024191856, 0.0033787565771490335, -0.01559703890234232, 0.043806497007608414, 0.02234853431582451, -0.000627687550149858, -0.02703005261719227, 0.02727074921131134, 0.05184571444988251, -0.020711809396743774, 0.01936391554772854, -0.004161015618592501, -0.031699538230895996, -0.007792502176016569, 0.005280247423797846, 0.02333538420498371, 0.013406714424490929, 0.011673709377646446, 0.0002561145811341703, 0.009044116362929344, 0.0015464656753465533, -0.004895135294646025, 0.008893681690096855, 0.013599270023405552, -0.03665785491466522, -0.02693377621471882, 0.04455265402793884, 0.0156572125852108, 0.04257895424962044, 0.01926763914525509, 0.04332510754466057, -0.002042899141088128, 0.009543558582663536, -0.012106960639357567, -0.014899022877216339, -0.0008469456806778908, -0.015801629051566124, 0.0151156485080719, 0.007166694849729538, 0.010139279067516327, 0.02311875857412815, 0.01766701601445675, -0.011360806412994862, -0.016150636598467827, -0.020603496581315994, -0.00532537791877985, -0.0076360502280294895, -0.0002837569045368582, -0.01262445468455553, 0.02972583845257759, -0.03331219404935837, 0.009826375171542168, 0.008773334324359894, -0.0014133312506601214, 0.017642946913838387, -0.009597714990377426, 0.001883438671939075, -0.008887664414942265, 0.02088029496371746, -0.00803319737315178, -0.023780670017004013, -0.016150636598467827, 0.03482857346534729, 0.03225313499569893, 0.04310848191380501, 0.0005562311853282154, 0.026067273691296577, 0.009032081812620163, 0.06296582520008087, -0.011571413837373257, -0.014489841647446156, 0.035406239330768585, -0.009886548854410648, -0.04845191165804863, 0.007678172085434198, -0.06566160917282104, -0.004618335980921984, -0.0007476590108126402, 0.00793090183287859, -0.014056590385735035, 0.02556181326508522, 0.004148980602622032, 0.009693993255496025, -0.008003110066056252, 0.020639600232243538, 0.011475136503577232, 0.02366032265126705, 0.008021162822842598, 0.018930666148662567, 0.0007145634153857827, 0.015897907316684723, -0.006137723568826914, 0.022769751027226448, -0.031121868640184402, 0.014225076884031296, -0.05940353870391846, -0.0022354552056640387, 0.0017420303774997592, 0.008285926654934883, -0.05073851719498634, -0.03025536797940731, -0.005199012812227011, -0.010783137753605843, -0.03528589382767677, 0.04161617159843445, 0.006372401490807533, 0.0262116901576519, -0.036272741854190826, -0.0031170009169727564, 0.006264088675379753, 0.003321591531857848, -0.005900037474930286, -0.0053133429028093815, -0.04845191165804863, 0.004224197939038277, -0.01273276749998331, 0.037765052169561386, 0.004648422822356224, 0.04866853728890419, -0.0046694837510585785, -0.012744802981615067, 0.00841229222714901, -0.018232649192214012, -0.0340583473443985, 0.0003736414364539087, -0.021578310057520866, 0.02023041807115078, 0.016114532947540283, 0.0070282951928675175, 0.007154660299420357, -0.01663202792406082, 0.015946047380566597, -0.02941293455660343, -0.009122341871261597, -0.005265204235911369, -0.03815016523003578, -0.019568506628274918, -0.020952504128217697, -0.019219499081373215, -0.011908387765288353, -0.005545012187212706, -0.004777796566486359, 0.016692200675606728, -0.01597011648118496, -0.0161987766623497, -0.02481565997004509, 0.01940002106130123, 0.007858693599700928, -0.010795172303915024, 0.01337060984224081, -0.01745039038360119, -0.025321118533611298, 0.030086880549788475, -0.009543558582663536, -0.00793090183287859, 0.042001284658908844, 0.03331219404935837, 0.038053885102272034, -0.006270105950534344, -0.030423853546380997, -0.007022277917712927, -0.012419864535331726, -0.03492484986782074, -0.036369021981954575, -0.02192731946706772, 0.020603496581315994, 0.03511740639805794, -0.04700774326920509, 0.0025453499983996153, -0.002464115619659424, 0.049149926751852036, -0.0035111389588564634, -0.0031831918749958277, 0.008069301024079323, 0.02045907825231552, -0.04125513136386871, -0.016644062474370003, -0.03001467138528824, 0.01800398901104927, -0.028089111670851707, -0.008779351599514484, 0.01076508592814207, 0.04455265402793884, -0.006342314649373293, 0.02618762105703354, 0.00769020663574338, 0.0022083770018070936, 0.017811432480812073, 0.011655657552182674, 0.00481390068307519, 0.021108955144882202, -0.020940469577908516, 0.04602089151740074, -0.04469706863164902, -0.0007074177847243845, 0.007275007665157318, 0.027439234778285027, -0.013166018761694431, 0.03364916890859604, 0.00032418614136986434, 0.039883170276880264, 0.03918515145778656, 0.0004663466534111649, 0.032325346022844315, 0.015452621504664421, 0.007973023690283298, 0.042988136410713196, -0.00780453672632575, 0.024791589006781578, -0.0036856429651379585, 0.010361921973526478, -0.017642946913838387, 0.01586180366575718, 0.022324465215206146, -0.04667076840996742, 0.04568392038345337, -0.006468679290264845, -0.004170041531324387, 0.010777120478451252, -0.020073967054486275, -0.01075906865298748, 0.00826185755431652, -0.05434894189238548, 0.00263561075553298, 0.016102498397231102, -0.05598566681146622, 0.0040527028031647205, -0.02693377621471882, -0.046381935477256775, -0.00263561075553298, 0.0464300736784935, -0.00874324794858694, -0.011739900335669518, -0.003204252803698182, -0.006420540157705545, -0.038487136363983154, 0.008448395878076553, 0.010313782840967178, -0.03076082654297352, -0.006221966817975044, -0.019941585138440132, 0.006125689018517733, 0.007347216363996267, -0.003493086900562048, 0.0007307351334020495, 0.016379298642277718, 0.014971232041716576, 0.003781920997425914, 0.061280958354473114, 0.02597099542617798, -0.02534518763422966, 0.017017139121890068, -0.0375002883374691, 0.003252391703426838, 0.015560934320092201, -0.08587998896837234, -0.03109779953956604, 0.01071092952042818, 0.006576992105692625, -0.05949981510639191, 0.0011861752718687057, -0.0021045773755759, -0.0012862141011282802, 0.01681254804134369, 0.05945167690515518, -0.02140982449054718, -0.016656097024679184, 0.0012591358972713351, -0.035622864961624146, 0.02280585467815399, -0.016150636598467827, 0.010993746109306812, 0.007250938098877668, 0.02195138856768608, 0.04409533366560936, 0.004555153660476208, 0.04741692543029785, -0.028040973469614983, -0.004825935699045658, 0.028666779398918152, -0.0008552196086384356, 0.04301220551133156, -0.03133849427103996, 0.04561170935630798, 0.045539502054452896, 0.0021271423902362585, 0.027631791308522224, 0.03225313499569893, 0.02736702747642994, 0.054156385362148285, -0.053193606436252594, 0.02321503683924675, -0.009212602861225605, 0.037428081035614014, 0.001991751603782177, -0.009868497028946877, 0.0005874463240616024, 0.029268518090248108, 0.02067570388317108, 0.02298637665808201, 0.017751259729266167, 0.002530306577682495, 0.004109867848455906, 0.004359588958323002, -0.002346776658669114, 0.008953855372965336, -0.0032734526321291924, -0.0016442480264231563, 0.003649538615718484, -0.0067153917625546455, -0.03591170161962509, -0.011041885241866112, -0.036898549646139145, -0.0005878224037587643, 0.009393123909831047, 0.02919630892574787, 0.016475575044751167, -0.009862479753792286, -0.03468415513634682, 0.006763530895113945, -0.01368351373821497, -0.014550015330314636, -0.004079781007021666, 0.004461884498596191, -0.0003066981444135308, -0.0006201658397912979, -0.005508907604962587, 0.03162732720375061, -0.018894560635089874, -0.017221730202436447, 0.001162105705589056, -0.004332510754466057, -0.015211926773190498, 0.002476150169968605, -0.04289185628294945, -0.017077313736081123, 0.020049897953867912, -0.0020835164468735456, 0.030303506180644035, -0.026452384889125824, 0.002885331865400076, -0.014983266592025757, -0.02885933592915535, 0.0058308374136686325, 0.04262709245085716, 0.005045569967478514, 0.005884993821382523, -0.018557587638497353, -0.004224197939038277, 0.022071735933423042, -0.022613300010561943, -0.0019285690505057573, 0.0336732380092144, -0.0006118919118307531, 0.007383320480585098, -0.0100610526278615, -0.046044960618019104, 0.014465772546827793, 0.03673006221652031, 0.00858077872544527, 0.016908826306462288, 0.0017751259729266167, 0.005394577514380217, -0.006209932267665863, 0.026765288785099983, 0.011499205604195595, 0.005535985808819532, 0.040412697941064835, 0.006781582720577717, 0.05059409886598587, 0.029533281922340393, -0.040244210511446, 0.01385200023651123, 0.00030594595591537654, -0.010885433293879032, 0.002861262299120426, 0.00962780136615038, 0.048066798597574234, -0.03781319037079811, 0.01755870319902897, 0.007070417050272226, 0.06662438809871674, 0.04089408740401268, 0.005144856404513121, 0.005334403831511736, -0.01533227413892746, 0.004886109381914139, 0.0007123068789951503, 0.012708698399364948, 0.0006348331808112562, -0.0022429770324379206, -0.010145296342670918, 0.014333389699459076, 0.043204762041568756, 0.04963131994009018, 0.03153105080127716, 0.014718501828610897, 0.025850648060441017, 0.017281904816627502, -0.024791589006781578, -0.007136608008295298, -0.05035340413451195, 0.04082188010215759, -0.009351002052426338, 0.002461106749251485, -0.003664582036435604, -0.022926203906536102, -0.00824982300400734, -0.008003110066056252, 0.003318582894280553, -0.005755620077252388, -0.018978804349899292, -0.013406714424490929, 0.006185862701386213, -0.014140834100544453, -0.024430546909570694, -0.0004501749644987285, -0.028714919462800026, -0.007756397593766451, -0.0036555558908730745, -0.03653750941157341, -0.003571312641724944, -0.014405598863959312, 0.00852060504257679, 0.0389685295522213, -0.0031410702504217625, 0.006552922539412975, 0.011366823688149452, -0.0061978972516953945, 0.0264042466878891, 0.0007506676483899355, 0.01843724027276039, -0.011974578723311424, 0.011649640277028084, -0.028811197727918625, -0.01096967700868845, 0.009579663164913654, -0.009633819572627544, -0.012070856057107449, 0.046069029718637466, 0.005328386556357145, 0.025585882365703583, 0.03119407780468464, 0.01598215103149414, -0.0016773436218500137, -0.027415165677666664, -0.022841960191726685, -0.07986261695623398, 0.03675413504242897, -0.010030966252088547, -0.0011026841821148992, 0.03246976062655449, -0.010933572426438332, -0.043926846235990524, 0.01278090663254261, 0.01315398421138525, 0.011414962820708752, 0.002006795024499297, 0.0024460633285343647, -0.03867969289422035, 0.027728069573640823, 0.03340847045183182, 0.004955309443175793, 0.0031470877584069967, 0.01107798982411623, 0.017979919910430908, 7.634545909240842e-05, 0.0313144251704216, -0.007840640842914581, 0.006974138785153627, 0.011601501144468784, 0.0028748014010488987, -0.0035773301497101784, -0.01853351853787899, -0.006613096222281456, 0.015825700014829636, 0.02534518763422966, 0.037957608699798584, -0.026644941419363022, 0.018617762252688408, -0.004612318705767393, -0.0007555568008683622, 0.0549747496843338, -0.02396119199693203, -0.01895473524928093, 0.023937122896313667, -0.00775038031861186, 0.015897907316684723, -0.050064567476511, 0.010686860419809818, 0.016969000920653343, 0.003490078030154109, 0.042795579880476, 0.019243568181991577, 0.023190967738628387, 0.000415198941482231, 0.012094926089048386, 0.021879179403185844, -0.03001467138528824, -0.00777444988489151, -0.0021060816943645477, 0.008959872648119926, -0.003177174599841237, -0.005448733922094107, -0.016969000920653343, 0.026043204590678215, 0.011420980095863342, -0.006240019109100103, 0.03687448054552078, -0.0053464388474822044, -0.021590344607830048, 0.008568743243813515, -0.01896676979959011, 0.0022309422492980957, -0.0003042535681743175, 0.011613535694777966, -0.0006600309279747307, -0.03506926819682121, 0.037861332297325134, 0.019448159262537956, 0.0007461546338163316, 0.045106250792741776, -0.009435245767235756, -0.046165309846401215, -0.0398591011762619, 0.0364171601831913, -0.00769622391089797, -0.036802273243665695, -0.07591521739959717, 0.0027905581519007683, -0.004552145022898912, -0.020904364064335823, -0.011649640277028084, 0.04358987137675285, 0.005229099653661251, -0.01335857529193163, 0.014537980780005455, 0.03453974053263664, -0.006546905264258385, 0.004299415275454521, 0.05815192312002182, 0.020711809396743774, 0.0030989486258476973, 0.09935891628265381, -0.02469531074166298, 0.011420980095863342, -0.03752435743808746, 0.014188973233103752, 0.023479800671339035, -0.00437162397429347, -0.006932017393410206, -0.019869375973939896, -0.018726075068116188, 0.005668368190526962, -0.03044792264699936, -0.014140834100544453, 0.010049018077552319, 0.003601399715989828, -0.020892329514026642, -0.01819654554128647, 0.008899698965251446, 0.01273276749998331, 0.004985396284610033, 0.018268754705786705, -0.01820858009159565, 0.03937770798802376, 0.06234001740813255, 0.008159562014043331, -0.004931239876896143, -0.009525506757199764, 0.03309556841850281, -0.026332037523388863, 0.005493864417076111, -0.01559703890234232, -0.01090950332581997, -0.003833068534731865, -0.012058821506798267, -0.021120989695191383, 0.022914167493581772, 0.033288124948740005, 0.004886109381914139, -0.0017059261444956064, 0.00780453672632575, 0.051605015993118286, 0.028089111670851707, -0.023263176903128624, 0.005993306636810303, 0.04508218169212341, -0.0026506541762501, -0.008051249198615551, -0.04091815650463104, 0.008875629864633083, 0.014020486734807491, 0.02321503683924675, 0.022312430664896965, 0.02397322654724121, -0.00201130798086524, 0.02055535651743412, 0.018016023561358452, -2.0449677322176285e-05, -0.04821121692657471, 0.0002564906608313322, -0.01651168055832386, 0.008803421631455421, 0.008683073334395885, -0.01517582219094038, -0.002823653630912304, 0.01747445948421955, 0.02045907825231552, -0.041519895195961, -0.003980494104325771, -0.005749602802097797, -0.00010267148172715679, 0.022071735933423042, -0.008225752972066402, -0.006116662640124559, -0.003601399715989828, 0.011595483869314194, 0.0022580204531550407, -0.014550015330314636, 0.019424090161919594, -0.01811230182647705, 0.011168249882757664, 0.013454852625727654, 0.008821473456919193, 0.001844325801357627, 0.020531287416815758, 4.216864181216806e-05, -0.01649964600801468, 0.026043204590678215, 0.018617762252688408, 0.0034238870721310377, -0.004949291702359915, 0.01080720778554678, 0.012311551719903946, -0.005298299714922905, 0.0031681484542787075, -0.011065954342484474, 0.040845949202775955, -0.027102261781692505, -0.0016969001153483987, 0.004094824660569429, 0.023287246003746986, 0.008189649321138859, -0.02727074921131134, 0.012419864535331726, 0.011830161325633526, -0.01705324463546276, 0.020904364064335823, 0.0002237711742054671, -0.010831276886165142, 0.004705588333308697, -0.029364796355366707, 0.011938474141061306, 0.005493864417076111, 0.039570264518260956, -0.019014908000826836, 0.023371489718556404, 0.0005080921691842377, 0.044360097497701645, 0.009332950226962566, -0.011517257429659367, 0.015031405724585056, 0.005993306636810303, 0.0026055239140987396, 0.015633143484592438, -0.01831689290702343, 0.02459903433918953, 0.007864710874855518, 0.029220378026366234, 0.011998647823929787, 0.008899698965251446, 0.02011007070541382, -0.01747445948421955, 0.05560055375099182, 0.010620668530464172, 0.018124336376786232, 0.019315777346491814, 0.020483149215579033, -0.04046083614230156, 0.010578547604382038, 0.01033183466643095, -0.012576316483318806, 0.004609310068190098, 0.01102985069155693, -0.034130558371543884, -0.04558764025568962, -0.01808823272585869, -0.01971292495727539, -0.021542206406593323, 0.018677935004234314, 0.027631791308522224, -0.035406239330768585, -0.022661438211798668, 0.04296406731009483, 0.0207599475979805, 0.00486805709078908, -0.023876948282122612, -0.0063844360411167145, 0.009363037534058094, -0.00384510331787169, -0.02321503683924675, -0.021217267960309982, 0.008995977230370045, -0.006191879976540804, 0.01652371510863304, 0.0036976775154471397, -0.009074202738702297, -0.009531524032354355, -0.022504987195134163, -0.010632704012095928, -0.04450451210141182, -0.012973463162779808, -0.0054637775756418705, -0.017293939366936684, -0.003231331007555127, 0.005310334265232086, -0.014032521285116673, 0.012419864535331726, -0.03557472676038742, -0.01086136419326067, -0.0011395405745133758, -0.017931781709194183, -0.007870728150010109, -0.004714614246040583, 0.012576316483318806, -0.00015306699788197875, 0.011872283183038235, 0.003107974771410227, 0.0038270512595772743, -0.014862919226288795, 0.003414860926568508, -0.01577755995094776, -0.017642946913838387, 0.004828944336622953, 0.028089111670851707, 0.02970176935195923, -0.012768872082233429, 0.005196004174649715, 0.0029635578393936157, 0.001555491704493761, 0.013250262476503849, 0.006883878260850906, -0.016114532947540283, 0.019026942551136017, 0.03588763251900673, 0.009609749540686607, 0.01566924713551998, -0.03292708098888397, 0.023600149899721146, -0.005611203145235777, -0.02447868511080742, -0.00011047526641050354, -0.024250024929642677, 0.019736994057893753, 0.01767905056476593, 0.011559379287064075, 0.02280585467815399, 0.005238126032054424, -0.013250262476503849, 0.005361482035368681, 0.003544234437867999, 0.0034329129848629236, -0.00384510331787169, 0.005551029462367296, 8.6264728452079e-05, 0.006119671277701855, 0.05507102608680725, -0.04250674322247505, 0.04695960134267807, -0.031266286969184875, -0.028257599100470543, -0.010777120478451252, -0.005226091016083956, -0.023564044386148453, 0.03261417895555496, -0.02801690250635147, -0.015103613957762718, 0.021855110302567482, 0.00826185755431652, -0.02440647780895233, 0.011017815209925175, 0.026452384889125824, -0.03670599311590195, 0.004158006981015205, -0.008406274020671844, 0.03155511990189552, -0.02258922904729843, -0.0043656062334775925, -0.01284108031541109, 0.03321591764688492, -0.029244447126984596, 0.0008860586094669998, -0.003351678606122732, 0.012118995189666748, -0.01108400709927082, -0.020808085799217224, -0.00852060504257679, -0.00985044427216053, 0.004949291702359915, -0.02599506452679634, -0.03213278949260712, -0.022071735933423042, -0.03427497297525406, -0.005406612530350685, -0.05406010523438454, 0.005761637818068266, 0.002101568505167961, -0.00045995318214409053, -0.02801690250635147, 0.014285250566899776, -0.019869375973939896, 0.0013396183494478464, -0.023154864087700844, 0.014778675511479378, 0.018714040517807007, -0.030207227915525436, 0.007064399775117636, -0.018064163625240326, 0.0001347328070551157, 0.04183279722929001, 0.009687975980341434, -0.0111923199146986, -0.0015630134148523211, 0.0016592914471402764, 0.0168366190046072, -0.021024711430072784, 0.009170481003820896, -0.021265408024191856, 0.004500997252762318, 0.016451505944132805, -0.019881410524249077, -0.009296845644712448, -0.03639309108257294, 0.004603292793035507, -0.009934687986969948, -0.013178053312003613, -0.009934687986969948, -0.022649403661489487, 0.007870728150010109, -0.01811230182647705, -0.005951184779405594, 0.0031200095545500517, 0.032951150089502335, -0.0313144251704216, -0.008827490732073784, 0.030736757442355156, 0.024767519906163216, -0.009387106634676456, 0.013551130890846252, 0.008376187644898891, 0.041158851236104965, 0.027920624241232872, -0.001415587728843093, 0.01641540229320526, -0.028931545093655586, 0.03964247554540634, -0.036056116223335266, 0.004097833298146725, 0.036585647612810135, 0.01692086085677147, 0.015368378721177578, 0.008279909379780293, 0.0004892878932878375, 0.019520368427038193, 0.02140982449054718, 0.012407829985022545, -0.02960549108684063, -0.02799283340573311, 0.0026341064367443323, -0.01788364164531231, 0.011998647823929787, 0.01808823272585869, 0.020206348970532417, -0.0016111524309962988, 0.030640479177236557, 0.02929258719086647, -0.005939150229096413, -0.030616410076618195, -0.007383320480585098, -0.0049101789481937885, 0.01245596818625927, -0.010843311436474323, -0.0016698219114914536, 0.017751259729266167, 0.031362563371658325, 0.04710401967167854, 0.0023031507153064013, -0.007383320480585098, -0.01822061464190483, -0.012155099771916866, 0.0551673024892807, 0.03555065765976906, 0.03547845035791397, 0.02845015376806259, 0.018617762252688408, 0.013912173919379711, -0.039762821048498154, -0.03490078076720238, 0.02683749794960022, -0.020410940051078796, -0.01725783385336399, 0.009152429178357124, -0.007762415334582329, -0.034347184002399445, -0.02970176935195923, 0.0044889627024531364, 0.009657888673245907, -0.009080220945179462, -0.04695960134267807, 0.047657620161771774, -0.021806970238685608, -0.003068861784413457, 0.023708462715148926, 0.027294818311929703, -0.004874074831604958, -0.010951624251902103, 0.018665900453925133, 0.003162131179124117, -0.0007408894598484039, -0.013996416702866554, 0.002537828404456377, -0.045948684215545654, 0.024334268644452095, -0.019761063158512115, -0.011065954342484474, 0.04108664393424988, 0.02162645012140274, -0.003049305407330394, -0.025706231594085693, 0.003595382208004594, -0.0028326797764748335]
39
40
41🔍 Searching for sentences similar to: "Find the best pizza restaurant close to me."
42
43🧠 Generating embedding for: "Find the best pizza restaurant close to me."
44✅ Full Embedding Vector (1536 values):
45[-0.06838679313659668, -0.009952893480658531, -0.012798307463526726, -0.0091355936601758, -0.006635262630879879, -0.029616517946124077, -0.025935642421245575, 0.003114819759503007, -0.02439790777862072, -0.016140155494213104, 0.00215524947270751, -0.009529108181595802, -0.02352612279355526, 0.011799385771155357, 0.05041830614209175, -0.005993530619889498, -0.0009012998780235648, 0.026056723669171333, -0.011411924846470356, 0.01594642363488674, 0.04690694808959961, -0.030149277299642563, -0.035137832164764404, 0.0006016233819536865, 0.0409255251288414, 0.0024549260269850492, -0.0098681366071105, -0.0014877880457788706, 0.02818775735795498, 0.014638745225965977, -0.0029104948043823242, -0.008814727887511253, -0.002851467812433839, -0.013972797431051731, 0.018198538571596146, -0.025257587432861328, -0.019215622916817665, -0.008318294771015644, 0.03707513585686684, -0.0022627091966569424, -0.025088071823120117, 0.02307812124490738, 0.05148382484912872, -0.02103184536099434, -0.0032601174898445606, -0.04402520880103111, -0.04734284058213234, -0.014154419302940369, 0.03898822143673897, -0.03128744289278984, -0.020813897252082825, -0.03789848834276199, -0.04903797805309296, -0.013040469959378242, 0.006629208568483591, -0.011720682494342327, 0.011345329694449902, -0.01264090184122324, 0.07981687784194946, 0.04634997248649597, -0.032522473484277725, 0.006853208877146244, 0.07371437549591064, 0.02641996741294861, 0.03584010526537895, 0.028841596096754074, -0.0073133185505867004, 0.014372365549206734, 0.019930003210902214, -0.04455796629190445, -0.03179598227143288, 0.029277490451931953, 0.01651550643146038, -0.04850522056221962, 0.060250118374824524, -0.029422787949442863, 0.032352957874536514, -0.007301210425794125, 0.04102239012718201, -0.023308174684643745, 0.013694309629499912, 0.027388619258999825, -0.007658400572836399, 0.03186863288283348, -0.028260406106710434, -0.04165201261639595, -0.0037716866936534643, -0.006998506840318441, -0.02763078175485134, -0.045526620000600815, 0.03131165727972984, -0.07318161427974701, 0.0394967645406723, -0.00811245571821928, -0.026105156168341637, 0.00043892019311897457, 0.013282633386552334, 0.008294077590107918, -0.017435725778341293, -0.006014720071107149, 0.009232459589838982, -0.048432573676109314, 0.041288767009973526, 0.002079573692753911, 0.02221844345331192, -0.03402388095855713, 0.021867306903004646, 0.057780057191848755, 0.033830150961875916, -0.01373063400387764, -0.07250355929136276, 0.04162779450416565, -0.014396581798791885, -0.0006538397283293307, -0.04659213498234749, 0.015098854899406433, 0.02468850463628769, -0.03724464774131775, 0.0015710315201431513, -0.03845546394586563, -0.05177441984415054, 0.0023777366150170565, 0.02292071469128132, 0.006756343878805637, -0.006598937790840864, -0.016285452991724014, 0.020826006308197975, 0.0004608661984093487, 0.04354088380932808, -0.039690494537353516, -0.013415822759270668, 0.02821197360754013, 0.05831281840801239, -0.02978603169322014, -0.02339293248951435, 0.024652179330587387, -0.008814727887511253, 0.003862497629597783, 0.016043290495872498, 0.01709669828414917, -0.042572230100631714, -0.0074586160480976105, 0.0009573000716045499, 0.001770815928466618, -0.03903665393590927, -0.04983711615204811, -0.041724659502506256, -0.041288767009973526, -0.0053941779769957066, 0.02658948302268982, 0.0002922981511801481, 0.0025866020005196333, -0.029301706701517105, -0.0014219500590115786, -0.031069494783878326, -0.008832890540361404, -0.00935354083776474, -0.022400064393877983, -0.03523469716310501, 0.012029440142214298, -0.05148382484912872, 0.00014643285248894244, -0.03988422453403473, 0.0350409671664238, 0.008572565391659737, 0.03232874348759651, -0.013924364931881428, -0.0037747137248516083, -0.07260042428970337, -0.0057876924984157085, 0.017883727326989174, -0.031045278534293175, 0.03283728286623955, 0.007609968073666096, -0.014118094928562641, 0.06470591574907303, 0.0204748697578907, 0.032498255372047424, -0.022690659388899803, -0.0028287649620324373, -0.006520234979689121, 0.050660472363233566, 0.03240139037370682, -0.01986946351826191, 0.005851260386407375, 0.024627963081002235, -0.015437882393598557, 0.004967365879565477, -0.000698488496709615, 0.03329739347100258, -0.026686348021030426, -0.015716370195150375, -0.0025048721581697464, 0.0037081188056617975, 0.013452147133648396, 0.025354452431201935, 0.020499086007475853, 0.023429257795214653, -0.003166279522702098, 0.02806667611002922, -0.0467858649790287, -0.021697793155908585, 0.01798059232532978, -0.016636589542031288, -0.020971303805708885, -0.014130203053355217, 0.027509700506925583, -0.0056696380488574505, 0.014009121805429459, 0.0017057346412912011, 0.03702670335769653, 0.019179299473762512, 0.06310763955116272, 0.0423300676047802, 0.028236189857125282, -0.004943149629980326, 0.01110922172665596, 0.07245513051748276, 0.04109503701329231, 0.01593431644141674, -0.00606617983430624, -0.03814065083861351, 0.03271620348095894, 0.04337136819958687, 0.03639707714319229, 0.024494772776961327, 0.09904461354017258, -0.013657985255122185, 0.033103663474321365, 0.027073808014392853, 0.03881870582699776, 0.017278321087360382, -0.003859470598399639, 0.02821197360754013, 0.02398623153567314, 0.04032011702656746, -0.012628793716430664, -0.015110963024199009, 0.023465581238269806, -0.0023171959910541773, -0.013500579632818699, 0.002971035661175847, 0.007579697761684656, -0.03097262978553772, 0.040247466415166855, -0.03487145155668259, -0.03886713832616806, -0.01651550643146038, -0.02496699057519436, -0.00485233822837472, -0.027848729863762856, 0.03697827085852623, 0.01038273237645626, -0.06179996207356453, 0.04441266879439354, -0.043904125690460205, -0.03666345775127411, 0.05390545353293419, 0.070033498108387, -0.009317216463387012, -0.0035325507633388042, 0.03276463598012924, -0.03082733228802681, 0.008778403513133526, -0.029471220448613167, -0.021697793155908585, 0.006477856542915106, 0.006598937790840864, -0.04283861070871353, -0.009541217237710953, -0.014275500550866127, -0.040852874517440796, 0.040247466415166855, 0.026250453665852547, -0.03530734404921532, -0.016551831737160683, -0.03535577654838562, 0.003947254735976458, 0.014808258973062038, -0.021007629111409187, -0.07686249166727066, -0.055891189724206924, 0.025063855573534966, 0.01652761548757553, 0.03329739347100258, -0.006362829357385635, 0.016467073932290077, -0.023259742185473442, -0.027437051758170128, 0.008457537740468979, -0.05782849341630936, -0.02310233749449253, -0.01766578108072281, -0.056036487221717834, 0.008015590719878674, 0.011375600472092628, 0.02030535601079464, -0.02746126800775528, 0.013960689306259155, 0.062042124569416046, 0.021673576906323433, -0.05724729970097542, -0.018791837617754936, 0.011835710145533085, -0.020135842263698578, 0.021988388150930405, 0.00504606869071722, 0.030221926048398018, -0.014227068051695824, -0.010104245506227016, -0.032498255372047424, 0.035743240267038345, 0.036033835262060165, -0.0335879884660244, 0.003680875524878502, -0.005388123914599419, 0.047585003077983856, -0.007276994176208973, -0.02310233749449253, -0.026250453665852547, 0.015449990518391132, -0.028551001101732254, 0.01621280424296856, 0.03620334714651108, -0.022896498441696167, 0.0039805518463253975, 0.03290993347764015, 0.011387708596885204, 0.023913582786917686, 0.0010465976083651185, 0.013452147133648396, 0.008463592268526554, -0.007718941196799278, 0.027267538011074066, -0.06194525957107544, 0.018089566379785538, -0.006105531007051468, 0.0182711873203516, -0.018452810123562813, 0.017326753586530685, -0.002663791412487626, 0.0032056309282779694, 0.03157803788781166, -0.01594642363488674, 0.023174986243247986, -0.04279017820954323, 0.018525458872318268, 0.02131033129990101, -0.03596118465065956, -0.04402520880103111, -0.07390810549259186, -0.040247466415166855, -0.01204760279506445, -0.013742742128670216, 0.0017284373752772808, 0.011290843598544598, 0.04109503701329231, 0.04649526998400688, 0.022387957200407982, -0.03816486895084381, -0.004013849422335625, -0.038649193942546844, -0.015970639884471893, 0.00017377077892888337, 0.011599601246416569, 0.036929838359355927, 0.005267042201012373, -0.03915773332118988, -0.002984657185152173, 0.008651268668472767, -0.03789848834276199, -0.015123071148991585, -0.0002255141589557752, 0.031505387276411057, -0.059378333389759064, -0.0007227048045024276, -0.03261933848261833, 0.02571769617497921, 0.041579362004995346, 0.04707645997405052, 0.042281635105609894, -0.03288571536540985, 0.031771767884492874, -0.0379469208419323, 0.05395388603210449, 0.0019206542056053877, 0.005799800623208284, -0.06456062197685242, 0.03533156216144562, -0.005836124997586012, 0.02281174249947071, -0.023635094985365868, 0.06703068315982819, -0.028429919853806496, -0.011442195624113083, -0.002361087827011943, 0.05773162469267845, 0.00595417944714427, -0.05027300864458084, 0.03608226776123047, 0.022872282192111015, -0.03608226776123047, -0.06150936707854271, 0.02588720992207527, -0.0014855178305879235, 0.014130203053355217, -0.006641316693276167, 0.0017284373752772808, -0.07439243048429489, 0.012943604961037636, 0.025499749928712845, -0.006762397941201925, 0.03424182906746864, 0.011369545944035053, 0.010703598149120808, 0.0018480053404346108, 0.04082866013050079, -0.028599433600902557, -0.05477723851799965, -0.01489301584661007, 0.002417088020592928, 0.01448133960366249, 0.024894341826438904, -0.0034931993577629328, -0.03257090598344803, 0.055019401013851166, 0.05506783351302147, -0.015147287398576736, -0.024797476828098297, -0.039399899542331696, 0.045817214995622635, 7.132453174563125e-05, -0.0027606566436588764, -0.0685805231332779, -0.004377093631774187, -0.025330236181616783, 0.017181454226374626, 0.025838777422904968, 0.022690659388899803, -0.022024711593985558, -0.018222754821181297, -0.04598672688007355, -0.003163252491503954, -0.01468717772513628, 0.011290843598544598, -0.0438314788043499, 0.023174986243247986, 0.014190743677318096, -0.019239839166402817, 0.013609552755951881, 0.0219036303460598, -0.01668502204120159, 0.04598672688007355, 0.03228031098842621, 0.026637915521860123, 0.02658948302268982, 0.018150106072425842, -0.046083591878414154, 0.025015423074364662, 0.032352957874536514, 0.015740586444735527, -0.02658948302268982, -0.010546192526817322, -0.03053673729300499, 0.03128744289278984, -0.015534747391939163, -0.0075554815120995045, -0.014021229930222034, 0.03685718774795532, -0.012761983089148998, -0.001970600336790085, -0.026080939918756485, 0.031917065382003784, 0.03491988405585289, -0.006399153731763363, -0.036736104637384415, 0.008294077590107918, -0.0073799132369458675, -0.027291754260659218, 0.019627299159765244, -0.047560784965753555, -0.008966079913079739, -0.01272565871477127, -0.012083927169442177, -0.02088654600083828, -0.006138828583061695, 0.0011154627427458763, 0.06267175078392029, -0.02530601993203163, 0.009305108338594437, -0.015062529593706131, 0.007416237611323595, 0.002403466496616602, -0.011369545944035053, -0.0013447606470435858, 0.013246309012174606, -0.01913086697459221, -0.06644949316978455, -0.010049758478999138, 0.019336704164743423, 0.01176306139677763, -0.021673576906323433, -0.0613640695810318, 0.07676562666893005, 0.009910515509545803, 0.005133852828294039, -0.01205365639179945, -0.0226301196962595, 0.03228031098842621, 0.029253274202346802, 0.02398623153567314, 0.030730467289686203, -0.02335660718381405, -0.0270495917648077, 0.03668767213821411, 0.03165068477392197, -0.006956128403544426, 0.03240139037370682, -0.02456742152571678, 0.020099516957998276, -0.00017462212417740375, -0.009371702559292316, 0.005890611559152603, -0.06325294077396393, -0.014929340220987797, 0.01381539087742567, -0.021298224106431007, -0.04753657057881355, -0.03642129525542259, 0.011557222343981266, 0.03608226776123047, -0.018755514174699783, -0.012979929335415363, 0.04080444201827049, -0.014214959926903248, 0.0006542181363329291, -0.011672249995172024, -0.0008505970472469926, -0.024179961532354355, -0.014566096477210522, -0.04048962891101837, 0.018755514174699783, 0.005824016872793436, -0.01712091453373432, -0.009075053036212921, -0.03625177964568138, -0.028090892359614372, -0.0038473624736070633, 0.023465581238269806, 7.165560964494944e-05, 0.018464919179677963, -0.039375681430101395, -0.002158276503905654, 0.027994027361273766, -0.009813649579882622, -0.03380593657493591, 0.007052993401885033, -0.0438799113035202, 0.04252379760146141, 0.027703432366251945, -0.035864319652318954, -0.007319372612982988, -0.010612787678837776, 0.025814561173319817, 0.030173493549227715, -0.031335875391960144, 0.055455297231674194, 0.021407196298241615, -0.0009694081963971257, 0.03201393038034439, -0.014784042723476887, -0.006877425126731396, 0.007046939339488745, 0.04160358011722565, -0.007410183548927307, 0.07981687784194946, 0.05288836732506752, -0.007803698070347309, -0.02237584814429283, -0.002279357984662056, -0.010043704882264137, 0.00935959443449974, -0.002078060060739517, 0.012883064337074757, -0.00882683601230383, -0.02673478052020073, -0.01146035734564066, 0.008136671967804432, 0.02074124850332737, 0.036905620247125626, 0.022763310000300407, -0.021855197846889496, 0.02731597051024437, -0.034992534667253494, -0.02018427476286888, -0.014638745225965977, -0.05148382484912872, 0.015595288015902042, -0.02646840177476406, -0.007283048238605261, -0.04182152450084686, 0.023005472496151924, -0.01182965561747551, -0.01796848513185978, 0.005391150712966919, 0.028260406106710434, -0.011078950949013233, 0.018670756369829178, 0.0351136140525341, -0.01307679433375597, -0.006810830440372229, 0.006272017955780029, 0.025669263675808907, -0.02438580058515072, 0.05642394721508026, -0.01001343410462141, -0.013851716183125973, -0.003932119347155094, 0.006184234283864498, 0.006713965442031622, 0.005067257676273584, 0.004386174958199263, -0.003856443567201495, 0.030343007296323776, 0.04019903391599655, -0.0011820574291050434, 0.0074586160480976105, 0.025669263675808907, -0.0292048417031765, -0.03782583773136139, 0.030754683539271355, 0.045647699385881424, 0.02441001683473587, 0.01394858118146658, 0.0496918186545372, 0.004225742071866989, 0.017435725778341293, -0.036033835262060165, -0.005760448984801769, -0.010176894254982471, -0.0011283275671303272, 0.016261236742138863, 0.02876894734799862, -0.022182118147611618, 0.00544563727453351, 0.015110963024199009, 0.0007416237494908273, -0.016406534239649773, -0.018816053867340088, -0.00649601873010397, -0.031021062284708023, -0.009117431938648224, 0.0008210834348574281, 0.04310499131679535, -0.027364403009414673, 0.014202851802110672, 0.019675731658935547, -0.009571487084031105, 0.008342511020600796, -0.00030327113927342, -0.008197212591767311, 0.018464919179677963, -0.015534747391939163, -0.012313981540501118, -0.011060788296163082, -0.02748548425734043, 0.04431580379605293, 0.015098854899406433, 0.007143804337829351, 0.014723502099514008, 0.033539555966854095, 0.006726073566824198, 0.023187093436717987, -0.026928510516881943, -0.01637020893394947, 0.00891159288585186, 0.019966328516602516, -0.043928343802690506, 0.003662713337689638, -0.04358931630849838, 0.010146623477339745, 0.03126322478055954, -0.020220598205924034, -0.010334299877285957, -0.008663376793265343, 0.0024307097773998976, 0.01667291298508644, -0.0007385967182926834, 0.028599433600902557, 0.001843464793637395, -0.0042681205086410046, -0.0029982789419591427, 0.01725410483777523, 0.01153906062245369, 0.0160553976893425, 0.0026380617637187243, 0.021407196298241615, -0.011557222343981266, 0.012653009966015816, -0.030343007296323776, 0.02310233749449253, 0.0031904957722872496, 0.007446507923305035, -0.03276463598012924, -0.02147984504699707, -0.011569330468773842, 0.014469231478869915, -0.04438845440745354, 0.030294574797153473, -0.014081770554184914, 0.03898822143673897, -0.0091295400634408, -0.00012855442764703184, 0.02235163189470768, 0.01233819779008627, -0.002292979508638382, -0.024761153385043144, -0.02789716236293316, 0.009529108181595802, -0.08156045526266098, -0.004428553394973278, 0.026831645518541336, 0.031917065382003784, -0.01989367976784706, 0.03027035854756832, 0.00734358886256814, -0.04487277939915657, -0.02588720992207527, -0.008960026316344738, -0.01620069518685341, 0.012035494670271873, -0.02818775735795498, 0.005572773050516844, 0.021225575357675552, -0.006477856542915106, -0.007500994484871626, -0.02426471933722496, -0.0020023842807859182, -0.02511228807270527, -0.02103184536099434, 0.005200447514653206, 0.0004820554459001869, -0.04080444201827049, -0.018961351364850998, 0.018743405118584633, -0.019094541668891907, 0.03620334714651108, -0.022751200944185257, -0.016636589542031288, -0.0219036303460598, 0.003248009365051985, 0.008499916642904282, -0.022121576592326164, 0.008384888991713524, 0.014420798048377037, -0.012580360285937786, -0.006441532168537378, -0.007694724947214127, -0.02353822998702526, 0.05453507602214813, 0.0014756799209862947, 0.04293547570705414, 0.017496267333626747, -0.028308838605880737, 0.030221926048398018, -0.007392021361738443, -0.009698622860014439, -0.03349112346768379, 0.002800008049234748, 0.00012543279444798827, 0.007561535574495792, -0.055891189724206924, 0.022726984694600105, 0.01765367202460766, 0.024942774325609207, -0.013766958378255367, -0.01565582863986492, 0.014675069600343704, -0.0043256343342363834, -0.007718941196799278, -0.026710564270615578, -0.023005472496151924, 0.005312447901815176, -0.028865812346339226, 0.002406493527814746, -0.01750837452709675, 0.06654635816812515, -0.020632276311516762, 0.050321441143751144, 0.027243321761488914, 0.019603082910180092, 0.0091355936601758, -0.02949543669819832, 0.018162215128540993, 0.018380161374807358, 0.009553325362503529, -0.012580360285937786, -0.04351666569709778, -0.023937799036502838, -0.01956675946712494, 0.012713550589978695, 0.004044119734317064, 0.02221844345331192, -0.007561535574495792, 0.026226237416267395, 0.015994857996702194, 0.027243321761488914, -0.013113118708133698, -0.008899484761059284, 0.000886921479832381, 0.02675899676978588, -0.007525210734456778, 0.032813068479299545, 0.001266057719476521, 0.021697793155908585, -0.005142933689057827, -0.0033236853778362274, -0.007682616822421551, -0.003750497242435813, 0.03351534157991409, -0.007434399798512459, -0.022278983145952225, 0.016115939244627953, -0.002352006733417511, -0.009886299259960651, 0.012919388711452484, -0.04189417511224747, 0.033709071576595306, -0.004549634642899036, 0.01956675946712494, -0.030875764787197113, -0.004619256593286991, -0.06833835691213608, 0.00833645649254322, 0.008808674290776253, -0.01782318577170372, -0.02265433594584465, 0.025548182427883148, -0.014154419302940369, -0.02031746506690979, -0.009692568331956863, 0.005182285327464342, -0.035864319652318954, 0.009401973336935043, -0.022702768445014954, -0.017290428280830383, 0.006931912153959274, -0.009632027707993984, -0.0004900014027953148, 0.026347318664193153, 0.004673743154853582, -0.0036990377120673656, 0.03288571536540985, 0.021867306903004646, 0.01037667877972126, -0.0017390321008861065, -0.04848100617527962, 0.029858680441975594, 0.006123693194240332, -0.042305853217840195, -0.0350651815533638, 0.009765217080712318, 0.014287608675658703, -0.02294493094086647, 0.014723502099514008, 0.03337004408240318, -0.0009073539986275136, -0.00379892997443676, 0.028236189857125282, -0.027945594862103462, 0.015147287398576736, -0.029543869197368622, -0.03680875524878502, 0.03738994523882866, -0.025184936821460724, -0.008203267119824886, 0.002669845474883914, -0.01955465041100979, 0.02426471933722496, 8.414213516516611e-05, 0.02804245986044407, -0.006629208568483591, -0.00876629538834095, 0.045647699385881424, -0.018307512626051903, 0.03639707714319229, -0.05598805472254753, 0.05903930589556694, 0.022896498441696167, 0.005379042588174343, 0.030488304793834686, 0.006483910605311394, 0.02279963344335556, 0.039206165820360184, -0.04262066259980202, 0.022714875638484955, 0.0015483287861570716, 0.04794824495911598, -0.009365648962557316, -0.0030784953851252794, -0.020414330065250397, 0.011097113601863384, -0.005660556722432375, 0.017350969836115837, 0.007833968847990036, 0.005506177898496389, -0.0041500660590827465, 0.010316138155758381, -0.0015755720669403672, -0.030464088544249535, 0.010449327528476715, -0.02661369927227497, -0.019845247268676758, -0.001390166231431067, -0.0068895332515239716, 0.02208525314927101, 0.02206103689968586, 0.017338860780000687, -0.006647370755672455, 0.020947087556123734, 0.038649193942546844, -0.02804245986044407, -0.02513650432229042, -0.01037667877972126, 0.008875268511474133, 0.0031844417098909616, 0.000510055513586849, 0.0015740585513412952, 0.021746225655078888, -0.004903797991573811, 0.018295403569936752, 0.03772897273302078, -0.0009996786247938871, -0.013573228381574154, 0.04417050629854202, 0.014808258973062038, 0.016152262687683105, 0.01190835889428854, -0.007870293222367764, -0.017883727326989174, 0.0394967645406723, 0.021080277860164642, 0.02646840177476406, -0.030125059187412262, -0.033394258469343185, -0.02018427476286888, -0.001264544203877449, -0.0030694142915308475, 0.01681821048259735, 0.027969811111688614, 0.013040469959378242, -0.005409312900155783, -0.005339690949767828, 0.02279963344335556, -0.014420798048377037, -0.009692568331956863, 0.03228031098842621, 0.010467490181326866, 0.016031181439757347, -0.032377175986766815, -0.06378569453954697, 0.03378171846270561, 0.03525891155004501, -0.0024988180957734585, 0.021395089104771614, 0.009656243957579136, -0.012749874964356422, 0.009922623634338379, 0.02355033904314041, 0.029543869197368622, 0.02935013920068741, 0.03247404098510742, -0.04266909509897232, 0.03901243582367897, -0.0036263889633119106, -0.03395123407244682, 0.026226237416267395, 0.003744443180039525, -0.015328909270465374, -0.03261933848261833, 0.029616517946124077, 0.03392701596021652, -0.020717032253742218, -0.013197875581681728, 0.006877425126731396, 0.06252644956111908, 0.043347153812646866, 0.010903382673859596, 0.002996765309944749, -0.0027016294188797474, 0.023259742185473442, 0.024313151836395264, 0.012665118090808392, 0.004525418393313885, 0.015219936147332191, -0.009123485535383224, -0.01096997782588005, -0.0009156783344224095, 0.03901243582367897, 0.04366196319460869, 0.007634184323251247, 0.02719488926231861, -0.018743405118584633, -0.030318791046738625, -0.02763078175485134, -0.02177044190466404, 0.028284622356295586, -0.02675899676978588, -0.011793331243097782, -0.0005804341053590178, -0.021504061296582222, 0.010552247054874897, 0.007155912462621927, -0.016128046438097954, -0.003366063814610243, -0.05216187983751297, -0.01766578108072281, -0.008451484143733978, 0.007609968073666096, -0.010709652677178383, 0.009329324588179588, -0.011690412648022175, 0.011999170295894146, 0.007319372612982988, -0.045938294380903244, 0.007852130569517612, -0.0182711873203516, -0.011865979991853237, 0.027800297364592552, -0.0032086579594761133, 0.03053673729300499, 0.007749211508780718, -0.004849311430007219, 0.035137832164764404, -0.013246309012174606, 0.031069494783878326, 0.0008188131614588201, 0.0053003397770226, -0.020571734756231308, 0.016006965190172195, 0.00661104591563344, 0.005630286410450935, 0.003541631856933236, 0.03823751583695412, 0.006459694355726242, 0.019942112267017365, 0.011066842824220657, -0.012059710919857025, 0.014638745225965977, -0.011787277646362782, -0.011284789070487022, -0.055891189724206924, 0.04891689866781235, -0.024192070588469505, -0.012810415588319302, 0.035864319652318954, -0.01652761548757553, -0.0021098440047353506, -0.030294574797153473, -0.0204748697578907, 0.00042832555482164025, 0.007955050095915794, 0.008469645865261555, -0.04208790510892868, 0.01503831334412098, 0.01989367976784706, 0.02470061182975769, 0.026541050523519516, -0.006199369207024574, 0.009038728661835194, 0.005291258450597525, 0.022896498441696167, -0.02367142029106617, -0.01278619933873415, -0.004946176428347826, 0.005781638436019421, -0.027800297364592552, -0.010140569880604744, 0.009377757087349892, 0.01754469983279705, 0.04840835556387901, 0.03182020038366318, 0.0074525619857013226, 0.010649112053215504, -0.015849558636546135, 0.0023656284902244806, -0.009111377410590649, -0.020668599754571915, -0.012320036068558693, 0.020850222557783127, 0.0015089773805812001, 0.012495603412389755, -0.010933653451502323, 0.021419305354356766, -0.0011896250071004033, 0.00708931777626276, -0.005642394535243511, 0.031335875391960144, 0.02964073419570923, 0.010691490024328232, 0.01767788827419281, 0.0062538557685911655, -0.03114214353263378, -0.04496964439749718, -0.0124229546636343, 0.016854535788297653, -0.003747470211237669, 0.0003517037257552147, 0.004107687622308731, 0.02381671778857708, 0.02891424670815468, -0.014941448345780373, 0.006514180917292833, -0.009668352082371712, -0.012604576535522938, 0.00041394715663045645, -0.001837410731241107, 0.04775451496243477, -0.026371534913778305, 0.014009121805429459, -0.013464255258440971, -0.03886713832616806, 0.047124892473220825, 0.036154914647340775, 0.010182948783040047, 0.0010602192487567663, 0.020511195063591003, -0.041119255125522614, -0.025620831176638603, -0.00558790797367692, -0.045236021280288696, -0.043637748807668686, -0.05376015603542328, 0.022036820650100708, -0.007337534800171852, -0.015292584896087646, 0.005999585147947073, 0.02384093403816223, -0.011290843598544598, -0.013609552755951881, 0.015292584896087646, -0.007270940113812685, 0.005975368432700634, 0.011890196241438389, 0.0846601352095604, 0.01489301584661007, 0.025959858670830727, 0.07938098907470703, 0.005451691336929798, 0.010364570654928684, -0.01869497261941433, 0.023477690294384956, 0.03552529215812683, -0.03608226776123047, -0.007337534800171852, 0.02690429426729679, 0.015849558636546135, 0.01205365639179945, -0.03491988405585289, -0.012447170913219452, -0.030803116038441658, -0.00994683988392353, -0.01344003900885582, -0.02352612279355526, 0.002264222828671336, -0.016878752037882805, -0.005312447901815176, -0.00756758963689208, -0.0038382813800126314, 0.032958365976810455, 0.05918460339307785, 0.014844583347439766, 0.0017465996788814664, -0.025548182427883148, 0.024918558076024055, -0.003157198429107666, 0.005115690641105175, -0.02089865505695343, -0.019179299473762512, 0.00547590758651495, -0.0012804361758753657, -0.0043014176189899445, -0.00041470391442999244, 0.0036960106808692217, 0.013488471508026123, -0.021516170352697372, 0.016721345484256744, 0.024736937135457993, 0.007289102301001549, 0.0018237890908494592, 0.029011111706495285, 0.03816486895084381, -0.003947254735976458, -0.009910515509545803, 0.0008225969504565, -0.026662131771445274, -0.005469853524118662, 0.018331728875637054, -0.0003995687293354422, -0.01322209183126688, -0.0036294159945100546, -0.003995687235146761, 0.004304444883018732, -0.02131033129990101, -0.035743240267038345, 0.01542577426880598, -0.011496681720018387, 0.004216660745441914, -0.019482001662254333, -0.034411340951919556, 0.004386174958199263, -0.0035174156073480844, -0.003426604438573122, -0.021274007856845856, -0.004343796521425247, 0.009680460207164288, 0.008033753372728825, -0.014529772102832794, 0.013149443082511425, -0.02235163189470768, -0.01299203746020794, 0.02441001683473587, 0.003338820533826947, -0.014953556470572948, 0.03521047905087471, -0.014989880844950676, -0.029180625453591347, 0.0051520150154829025, 0.022714875638484955, -0.006223585456609726, 0.003061846597120166, 0.006641316693276167, -0.03240139037370682, 0.006447586230933666, 0.03433869406580925, -0.003123900853097439, -0.01971205696463585, -0.0335879884660244, 0.00522163650020957, -0.018380161374807358, -0.018646540120244026, -0.017024049535393715, 0.022182118147611618, -0.03465350717306137, 0.018658649176359177, 0.0017299508908763528, 0.039448332041502, 0.023853041231632233, 0.0002086762833641842, 0.016043290495872498, -0.006362829357385635, 0.0018661675276234746, 0.006196342408657074, -0.001327355159446597, -0.015667937695980072, -0.009523054584860802, -0.02397412247955799, 0.03741416335105896, 0.01770210452377796, 0.06354353576898575, -0.03145695477724075, -0.004828121978789568, 0.0025835749693214893, 0.006387045606970787, -0.00927483756095171, 0.0005142177105881274, 0.028841596096754074, 0.012017332017421722, -0.0019418434239923954, 0.02530601993203163, -0.026202021166682243, 0.026565266773104668, 0.0009088675142265856, 0.018779730424284935, 0.00015381125558633357, 0.006002611946314573, 0.011781223118305206, -0.009347486309707165, 0.030948413535952568, 0.029907112941145897, 0.024615855887532234, 0.03460507467389107, -0.0017844375688582659, -0.03305523097515106, 0.028260406106710434, -0.01162381749600172, -0.03228031098842621, -0.01578901894390583, 0.025378668680787086, -0.020523302257061005, -0.03315209597349167, 0.00547590758651495, -0.023610878735780716, -0.022254766896367073, -0.012810415588319302, 0.016769777983427048, -0.03666345775127411, -0.02908376045525074, 0.019312487915158272, 0.014759826473891735, -0.018888702616095543, -0.010207165032625198, 0.001151030301116407, -0.00810640212148428, -0.02118925005197525, -0.02876894734799862, -0.03390280157327652, -0.02658948302268982, -0.020523302257061005, 0.06523867696523666, 0.0037081188056617975, 0.031045278534293175, 0.0019766543991863728, -0.032352957874536514, 0.009801541455090046, -0.04000530391931534, -0.01438447367399931, -0.005282177589833736, -0.007991374470293522, -0.018525458872318268, -0.015716370195150375, -0.02278752624988556, 0.003962389659136534, -0.03041565604507923, -0.052985236048698425, 0.02014794945716858, -0.004540553782135248, -0.020353788509964943, -0.0008188131614588201, -0.009632027707993984, -0.014493447728455067, 0.028526784852147102, 0.03131165727972984, 0.009450405836105347, -0.012114197015762329, -0.02178254909813404, -0.032667770981788635, -0.014009121805429459, 0.02058384381234646, 0.04007795453071594, 0.023187093436717987, -0.019336704164743423, 0.014202851802110672, -0.0080458614975214, 0.007543373387306929, -0.00782186072319746, 0.004731256980448961, -0.0005838395445607603, 0.0380195677280426, 0.03545264154672623, -0.00929300021380186, -0.01736307702958584, -0.02468850463628769, 0.009535162709653378, -0.005484988912940025, 0.022278983145952225, -0.009619919583201408, -0.003759578336030245, 0.03772897273302078, 0.029132192954421043, 0.018464919179677963, -0.015837451443076134, -0.00306487362831831, -0.03300679847598076, 0.028817379847168922, -0.012616685591638088, 0.05477723851799965, -0.005133852828294039, -0.005651475861668587, 0.0006878938875161111, -0.010897329077124596, -0.019373029470443726, -0.029737599194049835, 0.007609968073666096, -0.0175325907766819, -0.03114214353263378, -0.024349475279450417, -0.02017216570675373, -0.005382069386541843, 0.014578204602003098, -0.01853756792843342, -0.01125451922416687, -0.005951152183115482, -0.0050279065035283566, -0.055309996008872986, -0.008869214914739132, 0.006617100443691015, -0.03860076144337654, 0.02087443880736828, 0.0037171998992562294, 0.026202021166682243, -0.015123071148991585, -0.01784740388393402, -0.00032748744706623256, 0.026323102414608, -0.035137832164764404, -0.025015423074364662, 0.011151599697768688, 0.012519819661974907, -0.0438556931912899, 0.0007435156730934978, -0.0010549220023676753, -0.029616517946124077, 0.022315308451652527, -0.022896498441696167, -0.03605804964900017, -0.016249127686023712, -0.026516834273934364, -0.006641316693276167, -0.04046541452407837, 0.006405207794159651, -0.0016224911669269204, 0.0010708138579502702, -0.009716784581542015, 0.01170252077281475, -0.027073808014392853, -0.011757006868720055, -0.017447834834456444, 0.018779730424284935, -0.01750837452709675, -0.00569990836083889, 0.000571353011764586, -0.016624480485916138, -0.008324348367750645, -0.003441739594563842, 0.011732790619134903, -0.013246309012174606, -0.02451898902654648, 0.015219936147332191, 0.014263392426073551, -0.009286945685744286, -0.022133685648441315, -0.017060372978448868, 0.02016005851328373, 0.010406948626041412, -0.027679214254021645, 0.0011222735047340393, 0.011563276872038841, 0.011091059073805809, -0.015449990518391132, 0.004089525435119867, -0.020523302257061005, -0.030924197286367416, -0.002482169307768345, -0.016915075480937958, 0.0017238968284800649, 0.025160720571875572, 0.04124033451080322, -0.010243489407002926, -0.01204760279506445, 0.01943356916308403, 0.014118094928562641, -0.009983164258301258, 0.010346408002078533, -0.004371039569377899, 0.00882683601230383, 0.0321592278778553, -0.01116976235061884, -0.01651550643146038, 0.012979929335415363, 0.042015258222818375, -0.007204344961792231, 0.02530601993203163, 0.008306186646223068, 0.019034000113606453, -0.025354452431201935, 0.011635925620794296, -0.007731049321591854, -0.0028908192180097103, 0.019990544766187668, 0.0047917976044118404, -0.0730363205075264, -0.011424032971262932, 0.010709652677178383, -0.013621660880744457, 0.03768054023385048, -0.017617348581552505, 0.023586662486195564, 0.0015157881425693631, 0.011133437976241112, 0.016394425183534622, -0.0074586160480976105, -0.00010764895705506206, 0.011436141096055508, 0.004401309881359339, -0.01125451922416687, -0.002526061376556754, 0.0017965456936508417, 0.01868286542594433, -0.01323420088738203, -0.0007140020607039332, -0.009741000831127167, -0.004131903871893883, -0.02145562879741192, 0.006562613416463137, 0.029907112941145897, 0.024046773090958595, 0.03450820967555046, 0.012471387162804604, 0.004413418006151915, -0.001581626245751977, -0.01812588982284069, -0.02265433594584465, 0.010449327528476715, -0.006780560128390789, -0.0270495917648077, 0.02661369927227497, -0.028817379847168922, -0.011369545944035053, -0.018077457323670387, 0.018888702616095543, 0.028841596096754074, -0.016769777983427048, -0.06402786076068878, 0.009686514735221863, -0.008941863663494587, 0.0006360558909364045, 0.02644418366253376, 0.02439790777862072, 0.012507711537182331, -0.020414330065250397, 0.010394840501248837, -0.004368012771010399, -0.007658400572836399, 0.015752693638205528, 0.0028666029684245586, -0.024204177781939507, -0.003299468895420432, 0.005687800236046314, -0.002211249666288495, -0.007870293222367764, 0.021564602851867676, -0.016019074246287346, 0.006489964667707682, 0.015256260521709919, -0.008572565391659737]
46
47
48📊 **Similarity Scores:**
49- 0.7056 | Best pizza places nearby.
50- 0.6609 | Is PizzaHut Restaurant Near Me.
51- 0.3585 | Top-rated seafood restaurants in Miami.
52- 0.3375 | Cheap hotels near the beach.
53- 0.3328 | Popular breakfast spots in New York.
54- 0.2592 | Recipes for quick pasta dishes.
55
56🏆 **Top Matches:**
57✅ 0.7056 - Best pizza places nearby.
58✅ 0.6609 - Is PizzaHut Restaurant Near Me.
59(.venv) bharathkumardasaraju@RAG$
Visualize Vector Search
1(.venv) bharathkumardasaraju@RAG$ python3.12 ./3.visualize_vector_search.py
2
3🔹 List of Sentences to Search From:
4- Best pizza places nearby.
5- Popular breakfast spots in JB.
6- Top-rated seafood restaurants in Singapore.
7- Cheap hotels near the beach.
8- Recipes for quick pasta dishes.
9- Is PizzaHut Restaurant Near Me.
10
11🧠 Generating embedding for: "Best pizza places nearby."
12✅ Embedding generated (first 5 values): [-0.08648238331079483, -0.029155895113945007, 0.02136307582259178, -0.007132221478968859, -0.016806067898869514] ...
13
14
15🧠 Generating embedding for: "Popular breakfast spots in JB."
16✅ Embedding generated (first 5 values): [-0.04536508023738861, -0.009655652567744255, 0.005105708725750446, -0.018480712547898293, -0.008263186551630497] ...
17
18
19🧠 Generating embedding for: "Top-rated seafood restaurants in Singapore."
20✅ Embedding generated (first 5 values): [-0.024301711469888687, 0.015591994859278202, -0.008004389703273773, 0.012343217618763447, 0.06390687823295593] ...
21
22
23🧠 Generating embedding for: "Cheap hotels near the beach."
24✅ Embedding generated (first 5 values): [-0.0414893738925457, 0.026652701199054718, 0.02938460372388363, -0.009517235681414604, -0.02111116051673889] ...
25
26
27🧠 Generating embedding for: "Recipes for quick pasta dishes."
28✅ Embedding generated (first 5 values): [-0.05391743779182434, -0.03516146168112755, -0.02909335121512413, -0.059289995580911636, -0.00627197977155447] ...
29
30
31🧠 Generating embedding for: "Is PizzaHut Restaurant Near Me."
32✅ Embedding generated (first 5 values): [-0.09511896222829819, -0.026932721957564354, 0.0025031305849552155, -3.803021172643639e-05, 0.008369842544198036] ...
33
34
35🔍 Searching for sentences similar to: "Find the best pizza restaurant close to me."
36
37🧠 Generating embedding for: "Find the best pizza restaurant close to me."
38✅ Embedding generated (first 5 values): [-0.06839392334222794, -0.009953930974006653, -0.012751203961670399, -0.009130491875112057, -0.0066601731814444065] ...
39
40
41📊 **Similarity Scores:**
42- 0.7055 | Best pizza places nearby.
43- 0.6608 | Is PizzaHut Restaurant Near Me.
44- 0.3373 | Cheap hotels near the beach.
45- 0.3342 | Top-rated seafood restaurants in Singapore.
46- 0.2989 | Popular breakfast spots in JB.
47- 0.2592 | Recipes for quick pasta dishes.
48
49🏆 **Top Matches:**
50✅ 0.7055 - Best pizza places nearby.
51✅ 0.6608 - Is PizzaHut Restaurant Near Me.
52
53📊 **Visualizing Sentence Embeddings in 3D Space**
542025-03-21 05:45:47.200 Python[59024:4299923] +[IMKClient subclass]: chose IMKClient_Modern
552025-03-21 05:45:47.200 Python[59024:4299923] +[IMKInputSession subclass]: chose IMKInputSession_Modern
Tokens to Embeddings
1Tokens and Vector Embeddings
2
3(.venv) bharathkumardasaraju@RAG$ python3.12 ./4.tokens_vector_embeddings.py
4
5🔹 List of Sentences to Search From:
6- Best pizza places nearby.
7- Popular breakfast spots in JB.
8- Top-rated seafood restaurants in Singapore.
9- Cheap hotels near the beach.
10- Recipes for quick pasta dishes.
11- Is PizzaHut Restaurant Near Me.
12
13🔤 **Tokenizing:** "Best pizza places nearby."
14🧩 Total Tokens: 5
15📌 Tokens: ['Best', ' pizza', ' places', ' nearby', '.']
16
17🧠 Generating embedding for: "Best pizza places nearby."
18✅ Embedding generated (first 5 values): [-0.08649007230997086, -0.029158486053347588, 0.021387368440628052, -0.007155250757932663, -0.016818758100271225] ...
19
20
21🔤 **Tokenizing:** "Popular breakfast spots in JB."
22🧩 Total Tokens: 6
23📌 Tokens: ['Popular', ' breakfast', ' spots', ' in', ' JB', '.']
24
25🧠 Generating embedding for: "Popular breakfast spots in JB."
26✅ Embedding generated (first 5 values): [-0.04536508023738861, -0.009655652567744255, 0.005105708725750446, -0.018480712547898293, -0.008263186551630497] ...
27
28
29🔤 **Tokenizing:** "Top-rated seafood restaurants in Singapore."
30🧩 Total Tokens: 7
31📌 Tokens: ['Top', '-rated', ' seafood', ' restaurants', ' in', ' Singapore', '.']
32
33🧠 Generating embedding for: "Top-rated seafood restaurants in Singapore."
34✅ Embedding generated (first 5 values): [-0.024301711469888687, 0.015591994859278202, -0.008004389703273773, 0.012343217618763447, 0.06390687823295593] ...
35
36
37🔤 **Tokenizing:** "Cheap hotels near the beach."
38🧩 Total Tokens: 6
39📌 Tokens: ['Cheap', ' hotels', ' near', ' the', ' beach', '.']
40
41🧠 Generating embedding for: "Cheap hotels near the beach."
42✅ Embedding generated (first 5 values): [-0.04145326092839241, 0.026635831221938133, 0.029279422014951706, -0.00951359048485756, -0.021059857681393623] ...
43
44
45🔤 **Tokenizing:** "Recipes for quick pasta dishes."
46🧩 Total Tokens: 6
47📌 Tokens: ['Recipes', ' for', ' quick', ' pasta', ' dishes', '.']
48
49🧠 Generating embedding for: "Recipes for quick pasta dishes."
50✅ Embedding generated (first 5 values): [-0.053842585533857346, -0.03515124320983887, -0.029104748740792274, -0.05926523730158806, -0.006262439768761396] ...
51
52
53🔤 **Tokenizing:** "Is PizzaHut Restaurant Near Me."
54🧩 Total Tokens: 8
55📌 Tokens: ['Is', ' Pizza', 'H', 'ut', ' Restaurant', ' Near', ' Me', '.']
56
57🧠 Generating embedding for: "Is PizzaHut Restaurant Near Me."
58✅ Embedding generated (first 5 values): [-0.09511896222829819, -0.026932721957564354, 0.0025031305849552155, -3.803021172643639e-05, 0.008369842544198036] ...
59
60
61🔍 Searching for sentences similar to: "Find the best pizza restaurant close to me."
62
63🔤 **Tokenizing:** "Find the best pizza restaurant close to me."
64🧩 Total Tokens: 9
65📌 Tokens: ['Find', ' the', ' best', ' pizza', ' restaurant', ' close', ' to', ' me', '.']
66
67🧠 Generating embedding for: "Find the best pizza restaurant close to me."
68✅ Embedding generated (first 5 values): [-0.06838679313659668, -0.009952893480658531, -0.012798307463526726, -0.0091355936601758, -0.006635262630879879] ...
69
70
71📊 **Similarity Scores:**
72- 0.7056 | Best pizza places nearby.
73- 0.6609 | Is PizzaHut Restaurant Near Me.
74- 0.3373 | Cheap hotels near the beach.
75- 0.3342 | Top-rated seafood restaurants in Singapore.
76- 0.2989 | Popular breakfast spots in JB.
77- 0.2592 | Recipes for quick pasta dishes.
78
79🏆 **Top Matches:**
80✅ 0.7056 - Best pizza places nearby.
81✅ 0.6609 - Is PizzaHut Restaurant Near Me.
82
83📊 **Visualizing Sentence Embeddings in 3D Space**
842025-03-21 06:20:55.106 Python[62806:4335110] +[IMKClient subclass]: chose IMKClient_Modern
852025-03-21 06:20:55.106 Python[62806:4335110] +[IMKInputSession subclass]: chose IMKInputSession_Modern
Vector Embeddings in 3D
Python Demos for Vector Search
Vector Search Python Script
1import os
2import numpy as np
3from openai import OpenAI
4from dotenv import load_dotenv
5
6# Load environment variables (Make sure you have a .env file with OPENAI_API_KEY)
7load_dotenv()
8
9# Initialize OpenAI client
10client = OpenAI(
11 api_key=os.getenv("OPENAI_API_KEY"),
12)
13
14# Sample sentences
15sentences = [
16 "Best pizza places nearby.",
17 "Popular breakfast spots in JB.",
18 "Top-rated seafood restaurants in Singapore.",
19 "Cheap hotels near the beach.",
20 "Recipes for quick pasta dishes.",
21 "Is PizzaHut Restaurant Near Me.",
22]
23
24print("\n List of Sentences to Search From:")
25for sentence in sentences:
26 print(f"- {sentence}")
27
28
29# Function to get embeddings from OpenAI
30def get_embedding(text, model="text-embedding-3-small"):
31 print(f"\n Generating embedding for: \"{text}\"")
32 embedding = client.embeddings.create(input=[text], model=model).data[0].embedding
33 print(f" Embedding generated (first 5 values): {embedding[:5]} ...\n") # Print only first 5 values for readability
34 return embedding
35
36
37# Generate embeddings for all sentences and store in a dictionary
38sentence_vectors = {}
39for sentence in sentences:
40 sentence_vectors[sentence] = get_embedding(sentence)
41
42
43# Function to calculate cosine similarity
44def calculate_cosine_similarity(query_vector, vector):
45 similarity = np.dot(query_vector, vector) / (np.linalg.norm(query_vector) * np.linalg.norm(vector))
46 return similarity
47
48
49# Function to find top-N most similar sentences
50def get_top_n_similar(query_sentence, n=2):
51 print(f"\n Searching for sentences similar to: \"{query_sentence}\"")
52
53 # Generate embedding for the query
54 query_embedding = get_embedding(query_sentence)
55
56 # Calculate similarity scores for each sentence
57 similarities = {
58 sentence: calculate_cosine_similarity(query_embedding, sentence_vectors[sentence])
59 for sentence in sentences
60 }
61
62 # Sort sentences based on similarity score (higher is better)
63 sorted_similarities = sorted(similarities.items(), key=lambda x: x[1], reverse=True)
64
65 print("\n **Similarity Scores:**")
66 for sentence, score in sorted_similarities:
67 print(f"- {score:.4f} | {sentence}")
68
69 # Get the top N results
70 top_matches = sorted_similarities[:n]
71
72 print("\n **Top Matches:**")
73 for sentence, score in top_matches:
74 print(f" {score:.4f} - {sentence}")
75
76
77# Query Example
78query_sentence = "Find the best pizza restaurant close to me."
79get_top_n_similar(query_sentence, n=2)
Full Embedding Search Python
1import os
2import numpy as np
3import tiktoken
4from openai import OpenAI
5from dotenv import load_dotenv
6
7# Load environment variables (Make sure you have a .env file with OPENAI_API_KEY)
8load_dotenv()
9
10# Initialize OpenAI client
11client = OpenAI(
12 api_key=os.getenv("OPENAI_API_KEY"),
13)
14
15# Tokenizer for OpenAI models
16tokenizer = tiktoken.encoding_for_model("text-embedding-3-small")
17
18# Sample sentences
19sentences = [
20 "Best pizza places nearby.",
21 "Popular breakfast spots in JB.",
22 "Top-rated seafood restaurants in Singapore.",
23 "Cheap hotels near the beach.",
24 "Recipes for quick pasta dishes.",
25 "Is PizzaHut Restaurant Near Me.",
26]
27
28print("\n🔹 List of Sentences to Search From:")
29for sentence in sentences:
30 print(f"- {sentence}")
31
32
33# Function to tokenize text and print tokens
34def tokenize_text(text):
35 token_ids = tokenizer.encode(text) # Convert text to token IDs
36 tokens = [tokenizer.decode([tid]) for tid in token_ids] # Convert token IDs back to words
37 print(f"\n🔤 **Tokenizing:** \"{text}\"")
38 print(f"🧩 Total Tokens: {len(token_ids)}")
39 print(f"📌 Tokens: {tokens}") # Print tokenized words
40 return token_ids
41
42
43# Function to get embeddings from OpenAI
44def get_embedding(text, model="text-embedding-3-small"):
45 tokenize_text(text) # Print tokenization details before generating embeddings
46 print(f"\n🧠 Generating embedding for: \"{text}\"")
47 embedding = client.embeddings.create(input=[text], model=model).data[0].embedding
48 print(f"✅ Full Embedding Vector ({len(embedding)} values):\n{embedding}\n") # Print all 1536 values
49 return embedding
50
51
52# Generate embeddings for all sentences and store in a dictionary
53sentence_vectors = {sentence: get_embedding(sentence) for sentence in sentences}
54
55
56# Function to calculate cosine similarity
57def calculate_cosine_similarity(query_vector, vector):
58 similarity = np.dot(query_vector, vector) / (np.linalg.norm(query_vector) * np.linalg.norm(vector))
59 return similarity
60
61
62# Function to find top-N most similar sentences
63def get_top_n_similar(query_sentence, n=2):
64 print(f"\n🔍 Searching for sentences similar to: \"{query_sentence}\"")
65
66 # Generate embedding for the query
67 query_embedding = get_embedding(query_sentence)
68
69 # Calculate similarity scores for each sentence
70 similarities = {
71 sentence: calculate_cosine_similarity(query_embedding, sentence_vectors[sentence])
72 for sentence in sentences
73 }
74
75 # Sort sentences based on similarity score (higher is better)
76 sorted_similarities = sorted(similarities.items(), key=lambda x: x[1], reverse=True)
77
78 print("\n📊 **Similarity Scores:**")
79 for sentence, score in sorted_similarities:
80 print(f"- {score:.4f} | {sentence}")
81
82 # Get the top N results
83 top_matches = sorted_similarities[:n]
84
85 print("\n🏆 **Top Matches:**")
86 for sentence, score in top_matches:
87 print(f"✅ {score:.4f} - {sentence}")
88
89
90# Query Example
91query_sentence = "Find the best pizza restaurant close to me."
92get_top_n_similar(query_sentence, n=2)
Visualize Vector Search in Python
1import os
2import numpy as np
3import matplotlib.pyplot as plt
4from sklearn.decomposition import PCA
5from openai import OpenAI
6from dotenv import load_dotenv
7
8# Load environment variables (Make sure you have a .env file with OPENAI_API_KEY)
9load_dotenv()
10
11# Initialize OpenAI client
12client = OpenAI(
13 api_key=os.getenv("OPENAI_API_KEY"),
14)
15
16# Sample sentences
17sentences = [
18 "Best pizza places nearby.",
19 "Popular breakfast spots in JB.",
20 "Top-rated seafood restaurants in Singapore.",
21 "Cheap hotels near the beach.",
22 "Recipes for quick pasta dishes.",
23 "Is PizzaHut Restaurant Near Me.",
24]
25
26print("\n🔹 List of Sentences to Search From:")
27for sentence in sentences:
28 print(f"- {sentence}")
29
30
31# Function to get embeddings from OpenAI
32def get_embedding(text, model="text-embedding-3-small"):
33 print(f"\n Generating embedding for: \"{text}\"")
34 embedding = client.embeddings.create(input=[text], model=model).data[0].embedding
35 print(f" Embedding generated (first 5 values): {embedding[:5]} ...\n") # Print only first 5 values for readability
36 return embedding
37
38
39# Generate embeddings for all sentences and store in a dictionary
40sentence_vectors = {sentence: get_embedding(sentence) for sentence in sentences}
41
42
43# Function to calculate cosine similarity
44def calculate_cosine_similarity(query_vector, vector):
45 similarity = np.dot(query_vector, vector) / (np.linalg.norm(query_vector) * np.linalg.norm(vector))
46 return similarity
47
48
49# Function to find top-N most similar sentences
50def get_top_n_similar(query_sentence, n=2):
51 print(f"\n Searching for sentences similar to: \"{query_sentence}\"")
52
53 # Generate embedding for the query
54 query_embedding = get_embedding(query_sentence)
55
56 # Calculate similarity scores for each sentence
57 similarities = {
58 sentence: calculate_cosine_similarity(query_embedding, sentence_vectors[sentence])
59 for sentence in sentences
60 }
61
62 # Sort sentences based on similarity score (higher is better)
63 sorted_similarities = sorted(similarities.items(), key=lambda x: x[1], reverse=True)
64
65 print("\n **Similarity Scores:**")
66 for sentence, score in sorted_similarities:
67 print(f"- {score:.4f} | {sentence}")
68
69 # Get the top N results
70 top_matches = sorted_similarities[:n]
71
72 print("\n **Top Matches:**")
73 for sentence, score in top_matches:
74 print(f" {score:.4f} - {sentence}")
75
76
77# Query Example
78query_sentence = "Find the best pizza restaurant close to me."
79get_top_n_similar(query_sentence, n=2)
80
81
82# 🔹 3D Visualization of Embeddings using PCA
83def visualize_embeddings_3d():
84 print("\n **Visualizing Sentence Embeddings in 3D Space**")
85
86 # Convert dictionary values (embeddings) into a NumPy array
87 sentence_embeddings = np.array(list(sentence_vectors.values()))
88
89 # Reduce dimensions from 1536D → 3D using PCA
90 pca = PCA(n_components=3)
91 reduced_embeddings_3d = pca.fit_transform(sentence_embeddings)
92
93 # Plot in 3D
94 fig = plt.figure(figsize=(10, 7))
95 ax = fig.add_subplot(111, projection='3d')
96
97 for i, sentence in enumerate(sentences):
98 x, y, z = reduced_embeddings_3d[i]
99 ax.scatter(x, y, z, label=sentence, s=100) # s=100 makes the dots larger
100 ax.text(x, y, z, sentence, fontsize=10)
101
102 ax.set_title("Sentence Embeddings Visualized in 3D using PCA")
103 ax.set_xlabel("PC 1")
104 ax.set_ylabel("PC 2")
105 ax.set_zlabel("PC 3")
106 plt.legend()
107 plt.show()
108
109
110# Call the visualization function
111visualize_embeddings_3d()
Token Embedding Generation
1import os
2import numpy as np
3import matplotlib.pyplot as plt
4import tiktoken
5from sklearn.decomposition import PCA
6from openai import OpenAI
7from dotenv import load_dotenv
8
9# Load API Key
10load_dotenv()
11client = OpenAI(api_key=os.getenv("OPENAI_API_KEY"))
12
13# Tokenizer for OpenAI models
14tokenizer = tiktoken.encoding_for_model("text-embedding-3-small")
15
16# Sample sentences
17sentences = [
18 "Best pizza places nearby.",
19 "Popular breakfast spots in JB.",
20 "Top-rated seafood restaurants in Singapore.",
21 "Cheap hotels near the beach.",
22 "Recipes for quick pasta dishes.",
23 "Is PizzaHut Restaurant Near Me.",
24]
25
26print("\n List of Sentences to Search From:")
27for sentence in sentences:
28 print(f"- {sentence}")
29
30
31# Function to tokenize text
32def tokenize_text(text):
33 token_ids = tokenizer.encode(text) # Get token IDs
34 tokens = [tokenizer.decode([tid]) for tid in token_ids] # Convert IDs to readable tokens
35 print(f"\n **Tokenizing:** \"{text}\"")
36 print(f" Total Tokens: {len(token_ids)}")
37 print(f" Tokens: {tokens}")
38 return token_ids
39
40
41# Function to get embeddings
42def get_embedding(text, model="text-embedding-3-small"):
43 tokenize_text(text) # Print tokens before generating embeddings
44 print(f"\n Generating embedding for: \"{text}\"")
45 embedding = client.embeddings.create(input=[text], model=model).data[0].embedding
46 print(f" Embedding generated (first 5 values): {embedding[:5]} ...\n") # Print only first 5 values
47 return embedding
48
49
50# Generate embeddings for all sentences
51sentence_vectors = {sentence: get_embedding(sentence) for sentence in sentences}
52
53
54# Function to calculate cosine similarity
55def cosine_similarity(vec1, vec2):
56 return np.dot(vec1, vec2) / (np.linalg.norm(vec1) * np.linalg.norm(vec2))
57
58
59# Function to find top-N most similar sentences
60def get_top_n_similar(query_sentence, n=2):
61 print(f"\n🔍 Searching for sentences similar to: \"{query_sentence}\"")
62
63 # Generate embedding for the query
64 query_embedding = get_embedding(query_sentence)
65
66 # Calculate similarity scores for each sentence
67 similarities = {
68 sentence: cosine_similarity(query_embedding, sentence_vectors[sentence])
69 for sentence in sentences
70 }
71
72 # Sort by similarity score (higher is better)
73 sorted_similarities = sorted(similarities.items(), key=lambda x: x[1], reverse=True)
74
75 print("\n **Similarity Scores:**")
76 for sentence, score in sorted_similarities:
77 print(f"- {score:.4f} | {sentence}")
78
79 # Get the top N matches
80 print("\n **Top Matches:**")
81 for sentence, score in sorted_similarities[:n]:
82 print(f" {score:.4f} - {sentence}")
83
84
85# Query Example
86query_sentence = "Find the best pizza restaurant close to me."
87get_top_n_similar(query_sentence, n=2)
88
89
90# 🔹 3D Visualization of Embeddings using PCA
91def visualize_embeddings_3d():
92 print("\n **Visualizing Sentence Embeddings in 3D Space**")
93
94 # Convert embeddings to NumPy array
95 sentence_embeddings = np.array(list(sentence_vectors.values()))
96
97 # Reduce 1536D → 3D using PCA
98 pca = PCA(n_components=3)
99 reduced_embeddings_3d = pca.fit_transform(sentence_embeddings)
100
101 # Plot in 3D
102 fig = plt.figure(figsize=(10, 7))
103 ax = fig.add_subplot(111, projection='3d')
104
105 for i, sentence in enumerate(sentences):
106 x, y, z = reduced_embeddings_3d[i]
107 ax.scatter(x, y, z, label=sentence, s=100)
108 ax.text(x, y, z, sentence, fontsize=10)
109
110 ax.set_title("Sentence Embeddings Visualized in 3D using PCA")
111 ax.set_xlabel("PC 1")
112 ax.set_ylabel("PC 2")
113 ax.set_zlabel("PC 3")
114 plt.legend()
115 plt.show()
116
117
118# Call the visualization function
119visualize_embeddings_3d()
RAG Application Setup
Install Contoso Chat
1git clone https://github.com/Azure-Samples/contoso-chat.git
2
3bharathkumardasaraju@external$ git clone https://github.com/Azure-Samples/contoso-chat.git
4Cloning into 'contoso-chat'...
5remote: Enumerating objects: 3779, done.
6remote: Counting objects: 100% (819/819), done.
7remote: Compressing objects: 100% (337/337), done.
8remote: Total 3779 (delta 600), reused 482 (delta 482), pack-reused 2960 (from 2)
9Receiving objects: 100% (3779/3779), 241.04 MiB | 14.62 MiB/s, done.
10Resolving deltas: 100% (1909/1909), done.
11bharathkumardasaraju@external$
12
13
14What are the mathematical methods used to compare the similarity between two vectors?
15
16Euclidean distance
17Cosine Similarity
18dot product
19
20
21Create an AI agentic workflow that builds bunch of promptys that gets customer information and their order history .. and write emails.
22
23How to evaluate answers:
241. Groundedness
252. Fluency
263. Coherence
274. Relevance
28
29https://azure.github.io/Cloud-Native/30-days-of-ia-2024/kick-off
Azure Samples – Contoso Chat (LLM RAG Application)
This project demonstrates a complete Azure-based LLM RAG solution called Contoso Chat, integrating AI, vector search, and enterprise data with Azure infrastructure.
Repository Highlights
🧠 AI chat flow evaluation (evaluate-chat-flow.ipynb)
📊 CosmosDB, Azure Search & Azure Storage provisioning (via Bicep)
💬 Prompt templates and grounding data (src/api/contoso_chat/)
📦 Modular Azure infra (infra/) for AI, database, host, monitoring, etc.
📁 Sample data and customer/product metadata (data/)
🛠 Setup Script
Install Azure Contoso Chat
1git clone https://github.com/Azure-Samples/contoso-chat.git
2
3bharathkumardasaraju@external$ git clone https://github.com/Azure-Samples/contoso-chat.git
4Cloning into 'contoso-chat'...
5remote: Enumerating objects: 3779, done.
6remote: Counting objects: 100% (819/819), done.
7remote: Compressing objects: 100% (337/337), done.
8remote: Total 3779 (delta 600), reused 482 (delta 482), pack-reused 2960 (from 2)
9Receiving objects: 100% (3779/3779), 241.04 MiB | 14.62 MiB/s, done.
10Resolving deltas: 100% (1909/1909), done.
11bharathkumardasaraju@external$
📘 Key Resources
README.md – Overview and architecture
evaluate-chat-flow.ipynb – End-to-end evaluation notebook
infra/ – Azure deployment templates (Bicep)
src/api/ – API backend including prompt logic, evaluations, tracing
data/ – CosmosDB, Azure Search and grounding examples
📎 Additional Docs and Policies
CODE_OF_CONDUCT.md
CONTRIBUTING.md
LICENSE
SECURITY.md
SUPPORT.md
📂 Folder Contents
├── data/
│ ├── customer_info/*.json
│ ├── product_info/products.csv
│ └── manual_info/contoso-manuals-index.ipynb
├── infra/
│ ├── app/
│ ├── core/
│ └── hooks/
├── src/
│ └── api/
│ ├── contoso_chat/
│ └── evaluators/
├── docker-compose.yml
├── azure.yaml
└── img.png
📘 Key Resources
src/api/ – Main backend logic, FastAPI services, tracing, and evaluation flows.
contoso_chat/ – Core chat handler and product logic.
custom_evals/ – Evaluation modules like fluency, coherence, etc.
prompt_templates/ – Prompt templates used in evaluation and experimentation.
**📘 prompty **
.prompty files define reusable prompt templates to evaluate large language models (LLMs) consistently. These prompts encapsulate evaluation metrics such as fluency, coherence, and grounding.
The following .prompty files are included:
Evaluation Prompts:
coherence.prompty – Coherence Prompty
fluency.prompty – Fluency Prompty
groundedness.prompty – Groundedness Prompty
relevance.prompty – Relevance Prompty
Chat & Response Templates:
chat.prompty – Chat prompt template
product.prompty – Product prompt template
Workshop Demo Prompts:
chat-0.prompty chat-0
chat-1.prompty chat-1
chat-2.prompty chat-2
chat-2-jailbreak.prompty chat-2
chat-3.prompty chat-3
chat-4.prompty chat-4
chat-exact.prompty chat-exact
basic.prompty basic
friendliness.prompty friendliness
What is .prompty?
`.prompty` is a custom file format used to define structured LLM prompts. Each file encapsulates:
Prompt instructions
Placeholders or variables
Scoring/evaluation metadata