Path	Lines of Code
CONTRIBUTING.md	4
README.md	13
articles/how_to_work_with_large_language_models.md	110
articles/related_resources.md	55
articles/techniques_to_improve_reliability.md	369
articles/text_comparison_examples.md	30
articles/what_is_new_with_dalle_3.mdx	114
articles/what_makes_documentation_good.md	33
examples/Assistants_API_overview_python.ipynb	1768
examples/Chat_finetuning_data_prep.ipynb	355
examples/Code_search_using_embeddings.ipynb	430
examples/Creating_slides_with_Assistants_API_and_DALL-E3.ipynb	993
examples/Custom-LLM-as-a-Judge.ipynb	964
examples/Data_extraction_transformation.ipynb	777
examples/Embedding_Wikipedia_articles_for_search.ipynb	658
examples/Embedding_long_inputs.ipynb	283
examples/Entity_extraction_for_long_documents.ipynb	334
examples/File_Search_Responses.ipynb	688
examples/Fine-tuned_classification.ipynb	675
examples/Fine_tuning_for_function_calling.ipynb	2452
examples/Function_calling_finding_nearby_places.ipynb	349
examples/Get_embeddings_from_dataset.ipynb	233
examples/How_to_build_an_agent_with_the_node_sdk.mdx	406
examples/How_to_call_functions_for_knowledge_retrieval.ipynb	796
examples/How_to_call_functions_with_chat_models.ipynb	894
examples/How_to_combine_GPT4o_with_RAG_Outfit_Assistant.ipynb	631
examples/How_to_count_tokens_with_tiktoken.ipynb	814
examples/How_to_finetune_chat_models.ipynb	709
examples/How_to_format_inputs_to_ChatGPT_models.ipynb	681
examples/How_to_stream_completions.ipynb	661
examples/How_to_use_guardrails.ipynb	467
examples/How_to_use_moderation.ipynb	592
examples/Multiclass_classification_for_transactions.ipynb	1648
examples/Named_Entity_Recognition_to_enrich_text.ipynb	607
examples/Orchestrating_agents.ipynb	887
examples/Prompt_Caching101.ipynb	600
examples/RAG_with_graph_db.ipynb	1669
examples/Regression_using_embeddings.ipynb	119
examples/Semantic_text_search_using_embeddings.ipynb	204
examples/Structured_Outputs_Intro.ipynb	842
examples/Tag_caption_images_with_GPT4V.ipynb	5244
examples/Using_embeddings.ipynb	121
examples/Using_tool_required_for_customer_service.ipynb	532
examples/agents_sdk/dispute_agent.ipynb	492
examples/api_request_parallel_processor.py	311
examples/azure/archive/DALL-E.ipynb	309
examples/azure/archive/chat.ipynb	287
examples/azure/archive/completions.ipynb	247
examples/azure/archive/embeddings.ipynb	279
examples/azure/archive/functions.ipynb	449
examples/azure/archive/whisper.ipynb	276
examples/azure/chat.ipynb	340
examples/azure/chat_with_your_own_data.ipynb	317
examples/azure/embeddings.ipynb	218
examples/azure/functions.ipynb	349
examples/azure/whisper.ipynb	228
examples/batch_processing.ipynb	1573
examples/chatgpt/gpt_actions_library/gpt_action_bigquery.ipynb	372
examples/chatgpt/gpt_actions_library/gpt_action_box.ipynb	997
examples/chatgpt/gpt_actions_library/gpt_action_canvas.md	536
examples/chatgpt/gpt_actions_library/gpt_action_confluence.ipynb	418
examples/chatgpt/gpt_actions_library/gpt_action_github.md	176
examples/chatgpt/gpt_actions_library/gpt_action_gmail.ipynb	687
examples/chatgpt/gpt_actions_library/gpt_action_google_calendar.md	291
examples/chatgpt/gpt_actions_library/gpt_action_google_drive.ipynb	510
examples/chatgpt/gpt_actions_library/gpt_action_googleads_adzviser.ipynb	661
examples/chatgpt/gpt_actions_library/gpt_action_jira.ipynb	576
examples/chatgpt/gpt_actions_library/gpt_action_notion.ipynb	555
examples/chatgpt/gpt_actions_library/gpt_action_outlook.ipynb	578
examples/chatgpt/gpt_actions_library/gpt_action_redshift.ipynb	595
examples/chatgpt/gpt_actions_library/gpt_action_retool_workflow.md	85
examples/chatgpt/gpt_actions_library/gpt_action_salesforce.ipynb	500
examples/chatgpt/gpt_actions_library/gpt_action_salesforce_gong.md	368
examples/chatgpt/gpt_actions_library/gpt_action_sharepoint_doc.ipynb	640
examples/chatgpt/gpt_actions_library/gpt_action_sharepoint_text.ipynb	742
examples/chatgpt/gpt_actions_library/gpt_action_snowflake_direct.ipynb	495
examples/chatgpt/gpt_actions_library/gpt_action_snowflake_middleware.ipynb	687
examples/chatgpt/gpt_actions_library/gpt_action_sql_database.ipynb	434
examples/chatgpt/gpt_actions_library/gpt_action_trayai_apim.md	46
examples/chatgpt/gpt_actions_library/gpt_action_workday.md	354
examples/chatgpt/gpt_actions_library/gpt_action_zapier.ipynb	135
examples/chatgpt/gpt_actions_library/gpt_middleware_aws_function.ipynb	421
examples/chatgpt/gpt_actions_library/gpt_middleware_azure_function.ipynb	485
examples/chatgpt/gpt_actions_library/gpt_middleware_google_cloud_function.md	162
examples/chatgpt/rag-quickstart/azure/Azure_AI_Search_with_Azure_Functions_and_GPT_Actions_in_ChatGPT.ipynb	1214
examples/chatgpt/rag-quickstart/azure/function_app.py	118
examples/chatgpt/rag-quickstart/azure/host.json	15
examples/chatgpt/rag-quickstart/azure/requirements.txt	16
examples/chatgpt/rag-quickstart/azure/vector_similarity_search/function.json	19
examples/chatgpt/rag-quickstart/gcp/Getting_started_with_bigquery_vector_search_and_openai.ipynb	937
examples/chatgpt/rag-quickstart/gcp/main.py	50
examples/chatgpt/rag-quickstart/gcp/requirements.txt	3
examples/chatgpt/sharepoint_azure_function/Using_Azure_Functions_and_Microsoft_Graph_to_Query_SharePoint.md	668
examples/chatgpt/sharepoint_azure_function/solution_one_file_retrieval.js	122
examples/chatgpt/sharepoint_azure_function/solution_two_preprocessing.js	187
examples/custom_image_embedding_search.ipynb	612
examples/data/dbpedia_samples.jsonl	200
examples/data/example_events_openapi.json	184
examples/data/example_requests_to_parallel_process.jsonl	10000
examples/data/hotel_invoices/extracted_invoice_json /20190119_002_extracted.json	113
examples/data/hotel_invoices/extracted_invoice_json /20190202_THE MADISON HAMBURG_001_extracted.json	112
examples/data/hotel_invoices/extracted_invoice_json /20190202_THE MADISON HAMBURG_extracted.json	111
examples/data/hotel_invoices/extracted_invoice_json /citadines-20190331_Invoice_extracted.json	96
examples/data/hotel_invoices/extracted_invoice_json /citadines_08372561_extracted.json	105
examples/data/hotel_invoices/extracted_invoice_json /hampton-25789_extracted.json	216
examples/data/hotel_invoices/extracted_invoice_json /hampton_20190411_extracted.json	158
examples/data/hotel_invoices/extracted_invoice_json /hampton_24361_extracted.json	148
examples/data/hotel_invoices/extracted_invoice_json /hampton_28646_extracted.json	179
examples/data/hotel_invoices/extracted_invoice_json /madison-489347_extracted.json	104
examples/data/hotel_invoices/extracted_invoice_json /madison-490057_extracted.json	107
examples/data/hotel_invoices/extracted_invoice_json /madison-490969_extracted.json	114
examples/data/hotel_invoices/extracted_invoice_json /madison-492602_extracted.json	105
examples/data/hotel_invoices/extracted_invoice_json /madison-493304_extracted.json	110
examples/data/hotel_invoices/extracted_invoice_json /madison-496987_extracted.json	128
examples/data/hotel_invoices/extracted_invoice_json /madison-502875_extracted.json	93
examples/data/hotel_invoices/extracted_invoice_json /madison-5036666_extracted.json	112
examples/data/hotel_invoices/extracted_invoice_json /madison_497810_extracted.json	97
examples/data/hotel_invoices/extracted_invoice_json /madison_folio_g_cp_efolio5895702_extracted.json	92
examples/data/hotel_invoices/extracted_invoice_json /madison_folio_g_cp_efolio5895707_extracted.json	103
examples/data/hotel_invoices/extracted_invoice_json /madison_folio_g_cp_efolio5945547_extracted.json	105
examples/data/hotel_invoices/extracted_invoice_json /madison_folio_g_cp_efolio5972171_extracted.json	102
examples/data/hotel_invoices/extracted_invoice_json /madison_folio_g_cp_efolio5976009_extracted.json	114
examples/data/hotel_invoices/extracted_invoice_json /madison_folio_g_cp_efolio5991896_extracted.json	103
examples/data/hotel_invoices/extracted_invoice_json /mercure-37816396_extracted.json	57
examples/data/hotel_invoices/extracted_invoice_json /motelone-524544306_extracted.json	92
examples/data/hotel_invoices/extracted_invoice_json /motelone_20191111_extracted.json	107
examples/data/hotel_invoices/extracted_invoice_json /motelone_20191118_extracted.json	88
examples/data/hotel_invoices/extracted_invoice_json /moxy-20191221_007_extracted.json	103
examples/data/hotel_invoices/extracted_invoice_json /moxy_20191221_006_extracted.json	102
examples/data/hotel_invoices/extracted_invoice_json /premierinn_GABCI19014325_extracted.json	113
examples/data/hotel_invoices/extracted_invoice_json/20190119_002_extracted.json	97
examples/data/hotel_invoices/extracted_invoice_json/20190202_THE MADISON HAMBURG_001_extracted.json	112
examples/data/hotel_invoices/extracted_invoice_json/20190202_THE MADISON HAMBURG_extracted.json	105
examples/data/hotel_invoices/extracted_invoice_json/citadines-20190331_Invoice_extracted.json	107
examples/data/hotel_invoices/extracted_invoice_json/citadines_08372561_extracted.json	105
examples/data/hotel_invoices/extracted_invoice_json/hampton-25789_extracted.json	190
examples/data/hotel_invoices/extracted_invoice_json/hampton_20190411_extracted.json	157
examples/data/hotel_invoices/extracted_invoice_json/hampton_24361_extracted.json	145
examples/data/hotel_invoices/extracted_invoice_json/hampton_28646_extracted.json	177
examples/data/hotel_invoices/extracted_invoice_json/madison-489347_extracted.json	109
examples/data/hotel_invoices/extracted_invoice_json/madison-490057_extracted.json	112
examples/data/hotel_invoices/extracted_invoice_json/madison-490969_extracted.json	104
examples/data/hotel_invoices/extracted_invoice_json/madison-492602_extracted.json	98
examples/data/hotel_invoices/extracted_invoice_json/madison-493304_extracted.json	100
examples/data/hotel_invoices/extracted_invoice_json/madison-496987_extracted.json	115
examples/data/hotel_invoices/extracted_invoice_json/madison-502875_extracted.json	103
examples/data/hotel_invoices/extracted_invoice_json/madison-5036666_extracted.json	108
examples/data/hotel_invoices/extracted_invoice_json/madison_497810_extracted.json	101
examples/data/hotel_invoices/extracted_invoice_json/madison_folio_g_cp_efolio5895702_extracted.json	90
examples/data/hotel_invoices/extracted_invoice_json/madison_folio_g_cp_efolio5895707_extracted.json	97
examples/data/hotel_invoices/extracted_invoice_json/madison_folio_g_cp_efolio5945547_extracted.json	103
examples/data/hotel_invoices/extracted_invoice_json/madison_folio_g_cp_efolio5972171_extracted.json	102
examples/data/hotel_invoices/extracted_invoice_json/madison_folio_g_cp_efolio5976009_extracted.json	115
examples/data/hotel_invoices/extracted_invoice_json/madison_folio_g_cp_efolio5991896_extracted.json	97
examples/data/hotel_invoices/extracted_invoice_json/mercure-37816396_extracted.json	65
examples/data/hotel_invoices/extracted_invoice_json/motelone-524544306_extracted.json	88
examples/data/hotel_invoices/extracted_invoice_json/motelone_20191111_extracted.json	108
examples/data/hotel_invoices/extracted_invoice_json/motelone_20191118_extracted.json	80
examples/data/hotel_invoices/extracted_invoice_json/moxy-20191221_007_extracted.json	102
examples/data/hotel_invoices/extracted_invoice_json/moxy_20191221_006_extracted.json	101
examples/data/hotel_invoices/extracted_invoice_json/premierinn_GABCI19014325_extracted.json	112
examples/data/hotel_invoices/invoice_schema.json	58
examples/data/hotel_invoices/transformed_invoice_json/transformed_20190119_002_extracted.json	86
examples/data/hotel_invoices/transformed_invoice_json/transformed_20190202_THE MADISON HAMBURG_001_extracted.json	86
examples/data/hotel_invoices/transformed_invoice_json/transformed_20190202_THE MADISON HAMBURG_extracted.json	86
examples/data/hotel_invoices/transformed_invoice_json/transformed_citadines-20190331_Invoice_extracted.json	100
examples/data/hotel_invoices/transformed_invoice_json/transformed_citadines_08372561_extracted.json	100
examples/data/hotel_invoices/transformed_invoice_json/transformed_hampton-25789_extracted.json	135
examples/data/hotel_invoices/transformed_invoice_json/transformed_hampton_20190411_extracted.json	105
examples/data/hotel_invoices/transformed_invoice_json/transformed_hampton_24361_extracted.json	100
examples/data/hotel_invoices/transformed_invoice_json/transformed_hampton_28646_extracted.json	110
examples/data/hotel_invoices/transformed_invoice_json/transformed_madison-489347_extracted.json	86
examples/data/hotel_invoices/transformed_invoice_json/transformed_madison-490057_extracted.json	86
examples/data/hotel_invoices/transformed_invoice_json/transformed_madison-490969_extracted.json	86
examples/data/hotel_invoices/transformed_invoice_json/transformed_madison-492602_extracted.json	86
examples/data/hotel_invoices/transformed_invoice_json/transformed_madison-493304_extracted.json	86
examples/data/hotel_invoices/transformed_invoice_json/transformed_madison-496987_extracted.json	99
examples/data/hotel_invoices/transformed_invoice_json/transformed_madison-502875_extracted.json	80
examples/data/hotel_invoices/transformed_invoice_json/transformed_madison-5036666_extracted.json	99
examples/data/hotel_invoices/transformed_invoice_json/transformed_madison_497810_extracted.json	80
examples/data/hotel_invoices/transformed_invoice_json/transformed_madison_folio_g_cp_efolio5895702_extracted.json	80
examples/data/hotel_invoices/transformed_invoice_json/transformed_madison_folio_g_cp_efolio5895707_extracted.json	80
examples/data/hotel_invoices/transformed_invoice_json/transformed_madison_folio_g_cp_efolio5945547_extracted.json	86
examples/data/hotel_invoices/transformed_invoice_json/transformed_madison_folio_g_cp_efolio5972171_extracted.json	78
examples/data/hotel_invoices/transformed_invoice_json/transformed_madison_folio_g_cp_efolio5976009_extracted.json	99
examples/data/hotel_invoices/transformed_invoice_json/transformed_madison_folio_g_cp_efolio5991896_extracted.json	86
examples/data/hotel_invoices/transformed_invoice_json/transformed_mercure-37816396_extracted.json	62
examples/data/hotel_invoices/transformed_invoice_json/transformed_motelone-524544306_extracted.json	75
examples/data/hotel_invoices/transformed_invoice_json/transformed_motelone_20191111_extracted.json	93
examples/data/hotel_invoices/transformed_invoice_json/transformed_motelone_20191118_extracted.json	75
examples/data/hotel_invoices/transformed_invoice_json/transformed_moxy-20191221_007_extracted.json	68
examples/data/hotel_invoices/transformed_invoice_json/transformed_moxy_20191221_006_extracted.json	68
examples/data/hotel_invoices/transformed_invoice_json/transformed_premierinn_GABCI19014325_extracted.json	105
examples/data/oai_docs/authentication.txt	22
examples/data/oai_docs/batch.txt	282
examples/data/oai_docs/changelog.txt	261
examples/data/oai_docs/crawl-website-embeddings.txt	386
examples/data/oai_docs/curl-setup.txt	77
examples/data/oai_docs/data-retrieval.txt	52
examples/data/oai_docs/deprecations.txt	114
examples/data/oai_docs/embeddings.txt	334
examples/data/oai_docs/error-codes.txt	148
examples/data/oai_docs/fine-tuning.txt	599
examples/data/oai_docs/function-calling-run-example--polling.txt	115
examples/data/oai_docs/function-calling-run-example--streaming.txt	115
examples/data/oai_docs/function-calling.txt	213
examples/data/oai_docs/getting-started.txt	252
examples/data/oai_docs/gptbot.txt	25
examples/data/oai_docs/hackathons.txt	34
examples/data/oai_docs/how-it-works.txt	496
examples/data/oai_docs/images-node-tips.txt	69
examples/data/oai_docs/images-python-tips.txt	56
examples/data/oai_docs/images.txt	174
examples/data/oai_docs/index.txt	48
examples/data/oai_docs/introduction.txt	52
examples/data/oai_docs/latency-optimization.txt	284
examples/data/oai_docs/libraries.txt	121
examples/data/oai_docs/meeting-minutes-tutorial.txt	190
examples/data/oai_docs/migration.txt	284
examples/data/oai_docs/models.txt	133
examples/data/oai_docs/moderation.txt	93
examples/data/oai_docs/node-setup.txt	77
examples/data/oai_docs/optimizing-llm-accuracy.txt	197
examples/data/oai_docs/overview-with-streaming.txt	72
examples/data/oai_docs/overview-without-streaming.txt	71
examples/data/oai_docs/production-best-practices.txt	88
examples/data/oai_docs/production.txt	21
examples/data/oai_docs/prompt-engineering.txt	360
examples/data/oai_docs/python-setup.txt	123
examples/data/oai_docs/release-notes.txt	48
examples/data/oai_docs/safety-best-practices.txt	53
examples/data/oai_docs/speech-to-text.txt	294
examples/data/oai_docs/supported-countries.txt	191
examples/data/oai_docs/text-generation.txt	408
examples/data/oai_docs/text-to-speech.txt	100
examples/data/oai_docs/tier-five.txt	17
examples/data/oai_docs/tier-four.txt	16
examples/data/oai_docs/tier-free.txt	12
examples/data/oai_docs/tier-one.txt	16
examples/data/oai_docs/tier-three.txt	16
examples/data/oai_docs/tier-two.txt	16
examples/data/oai_docs/tool-code-interpreter.txt	325
examples/data/oai_docs/tool-file-search.txt	522
examples/data/oai_docs/tool-function-calling.txt	200
examples/data/oai_docs/vision.txt	383
examples/data/oai_docs/whats-new.txt	13
examples/data/scifact_claims.jsonl	300
examples/data/structured_outputs_articles/cnns.md	16
examples/data/structured_outputs_articles/llms.md	20
examples/data/structured_outputs_articles/moe.md	18
examples/evaluation/use-cases/bulk-experimentation.ipynb	453
examples/evaluation/use-cases/completion-monitoring.ipynb	411
examples/evaluation/use-cases/regression.ipynb	470
examples/fine-tuned_qa/answers_with_ft.py	120
examples/fine-tuned_qa/olympics-3-train-qa.ipynb	648
examples/gpt4-1_prompting_guide.ipynb	1307
examples/o1/Using_chained_calls_for_o1_structured_outputs.ipynb	256
examples/o1/Using_reasoning_for_data_validation.ipynb	737
examples/object_oriented_agentic_approach/resources/docker/requirements.txt	5
examples/object_oriented_agentic_approach/resources/object_oriented_agents/core_classes/agent_signature.py	22
examples/object_oriented_agentic_approach/resources/object_oriented_agents/core_classes/base_agent.py	76
examples/object_oriented_agentic_approach/resources/object_oriented_agents/core_classes/chat_messages.py	13
examples/object_oriented_agentic_approach/resources/object_oriented_agents/core_classes/tool_interface.py	9
examples/object_oriented_agentic_approach/resources/object_oriented_agents/core_classes/tool_manager.py	68
examples/object_oriented_agentic_approach/resources/object_oriented_agents/services/language_model_interface.py	12
examples/object_oriented_agentic_approach/resources/object_oriented_agents/services/openai_factory.py	19
examples/object_oriented_agentic_approach/resources/object_oriented_agents/services/openai_language_model.py	33
examples/object_oriented_agentic_approach/resources/object_oriented_agents/utils/logger.py	15
examples/object_oriented_agentic_approach/resources/object_oriented_agents/utils/openai_util.py	25
examples/object_oriented_agentic_approach/resources/registry/agents/file_access_agent.py	22
examples/object_oriented_agentic_approach/resources/registry/agents/python_code_exec_agent.py	31
examples/object_oriented_agentic_approach/resources/registry/tools/file_access_tool.py	82
examples/object_oriented_agentic_approach/resources/registry/tools/python_code_interpreter_tool.py	45
examples/reasoning_function_calls.ipynb	587
examples/utils/embeddings_utils.py	192
examples/vector_databases/PolarDB/Getting_started_with_PolarDB_and_OpenAI.ipynb	510
examples/vector_databases/README.md	28
examples/vector_databases/SingleStoreDB/OpenAI_wikipedia_semantic_search.ipynb	563
examples/vector_databases/SingleStoreDB/README.md	9
examples/vector_databases/analyticdb/Getting_started_with_AnalyticDB_and_OpenAI.ipynb	589
examples/vector_databases/azuresearch/Getting_started_with_azure_ai_search_and_openai.ipynb	738
examples/vector_databases/cassandra_astradb/Philosophical_Quotes_AstraPy.ipynb	885
examples/vector_databases/cassandra_astradb/Philosophical_Quotes_CQL.ipynb	1430
examples/vector_databases/cassandra_astradb/Philosophical_Quotes_cassIO.ipynb	1165
examples/vector_databases/cassandra_astradb/README.md	27
examples/vector_databases/cassandra_astradb/sources/philo_quotes.json	2590
examples/vector_databases/chroma/Using_Chroma_for_embeddings_search.ipynb	895
examples/vector_databases/deeplake/deeplake_langchain_qa.ipynb	836
examples/vector_databases/elasticsearch/README.md	17
examples/vector_databases/hologres/Getting_started_with_Hologres_and_OpenAI.ipynb	866
examples/vector_databases/kusto/README.md	16
examples/vector_databases/milvus/Filtered_search_with_Milvus_and_OpenAI.ipynb	444
examples/vector_databases/milvus/docker-compose.yaml	47
examples/vector_databases/mongodb_atlas/README.md	3
examples/vector_databases/mongodb_atlas/semantic_search_using_mongodb_atlas_vector_search.ipynb	404
examples/vector_databases/myscale/Getting_started_with_MyScale_and_OpenAI.ipynb	378
examples/vector_databases/myscale/Using_MyScale_for_embeddings_search.ipynb	531
examples/vector_databases/neon/README.md	27
examples/vector_databases/neon/neon-postgres-vector-search-pgvector.ipynb	547
examples/vector_databases/pinecone/README.md	10
examples/vector_databases/pinecone/Using_Pinecone_for_embeddings_search.ipynb	668
examples/vector_databases/qdrant/Getting_started_with_Qdrant_and_OpenAI.ipynb	727
examples/vector_databases/qdrant/Using_Qdrant_for_embeddings_search.ipynb	790
examples/vector_databases/qdrant/docker-compose.yaml	8
examples/vector_databases/redis/README.md	84
examples/vector_databases/redis/Using_Redis_for_embeddings_search.ipynb	799
examples/vector_databases/redis/getting-started-with-redis-and-openai.ipynb	877
examples/vector_databases/redis/nbutils.py	32
examples/vector_databases/redis/redis-hybrid-query-examples.ipynb	914
examples/vector_databases/redis/redisqna/assets/001.txt	6
examples/vector_databases/redis/redisqna/assets/003.txt	4
examples/vector_databases/redis/redisqna/assets/004.txt	6
examples/vector_databases/redis/redisqna/assets/006.txt	4
examples/vector_databases/redis/redisqna/assets/007.txt	5
examples/vector_databases/redis/redisqna/assets/009.txt	5
examples/vector_databases/redis/redisqna/assets/010.txt	4
examples/vector_databases/redis/redisqna/assets/011.txt	31
examples/vector_databases/redis/redisqna/assets/012.txt	27
examples/vector_databases/redis/redisqna/redisqna.ipynb	384
examples/vector_databases/supabase/README.md	22
examples/vector_databases/supabase/semantic-search.mdx	185
examples/vector_databases/tair/Getting_started_with_Tair_and_OpenAI.ipynb	546
examples/vector_databases/typesense/README.md	22
examples/vector_databases/typesense/Using_Typesense_for_embeddings_search.ipynb	879
examples/vector_databases/weaviate/README.md	14
examples/vector_databases/weaviate/Using_Weaviate_for_embeddings_search.ipynb	1173
examples/vector_databases/weaviate/generative-search-with-weaviate-and-openai.ipynb	275
examples/vector_databases/weaviate/getting-started-with-weaviate-and-openai.ipynb	573
examples/vector_databases/weaviate/hybrid-search-with-weaviate-and-openai.ipynb	575
examples/vector_databases/weaviate/question-answering-with-weaviate-and-openai.ipynb	583
examples/vector_databases/zilliz/Filtered_search_with_Zilliz_and_OpenAI.ipynb	327
examples/voice_solutions/one_way_translation_using_realtime_api.mdx	118
examples/voice_solutions/one_way_translation_using_realtime_api/README.md	91
examples/voice_solutions/one_way_translation_using_realtime_api/mirror-server/mirror-server.mjs	33
examples/voice_solutions/one_way_translation_using_realtime_api/package.json	66
examples/voice_solutions/one_way_translation_using_realtime_api/public/index.html	28
examples/voice_solutions/one_way_translation_using_realtime_api/relay-server/index.js	14
examples/voice_solutions/one_way_translation_using_realtime_api/relay-server/lib/relay.js	69
examples/voice_solutions/one_way_translation_using_realtime_api/src/App.scss	5
examples/voice_solutions/one_way_translation_using_realtime_api/src/App.tsx	18
examples/voice_solutions/one_way_translation_using_realtime_api/src/components/button/Button.scss	74
examples/voice_solutions/one_way_translation_using_realtime_api/src/components/button/Button.tsx	56
examples/voice_solutions/one_way_translation_using_realtime_api/src/components/toggle/Toggle.scss	51
examples/voice_solutions/one_way_translation_using_realtime_api/src/components/toggle/Toggle.tsx	60
examples/voice_solutions/one_way_translation_using_realtime_api/src/index.css	20
examples/voice_solutions/one_way_translation_using_realtime_api/src/index.tsx	13
examples/voice_solutions/one_way_translation_using_realtime_api/src/lib/wavtools/index.js	5
examples/voice_solutions/one_way_translation_using_realtime_api/src/lib/wavtools/lib/analysis/audio_analysis.js	158
examples/voice_solutions/one_way_translation_using_realtime_api/src/lib/wavtools/lib/analysis/constants.js	31
examples/voice_solutions/one_way_translation_using_realtime_api/src/lib/wavtools/lib/wav_packer.js	57
examples/voice_solutions/one_way_translation_using_realtime_api/src/lib/wavtools/lib/wav_recorder.js	481
examples/voice_solutions/one_way_translation_using_realtime_api/src/lib/wavtools/lib/wav_stream_player.js	122
examples/voice_solutions/one_way_translation_using_realtime_api/src/lib/wavtools/lib/worklets/audio_processor.js	202
examples/voice_solutions/one_way_translation_using_realtime_api/src/lib/wavtools/lib/worklets/stream_processor.js	92
examples/voice_solutions/one_way_translation_using_realtime_api/src/pages/ListenerPage.tsx	109
examples/voice_solutions/one_way_translation_using_realtime_api/src/pages/SpeakerPage.tsx	241
examples/voice_solutions/one_way_translation_using_realtime_api/src/pages/Styles.scss	172
examples/voice_solutions/one_way_translation_using_realtime_api/src/reportWebVitals.ts	13
examples/voice_solutions/one_way_translation_using_realtime_api/src/utils/translation_prompts.js	108
examples/voice_solutions/one_way_translation_using_realtime_api/src/utils/wav_renderer.ts	98
examples/voice_solutions/one_way_translation_using_realtime_api/tsconfig.json	20
examples/voice_solutions/running_realtime_api_speech_on_esp32_arduino_edge_runtime_elatoai.md	190
examples/voice_solutions/steering_tts.ipynb	203