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openai-cookbook/examples/vector_databases
History
Adam Hendel fb077e5e88
Adds Tembo VectorDB to list of vector databases (#940) 
Co-authored-by: Shyamal H Anadkat <shyamal@openai.com>
2023-12-20 13:39:08 -08:00
..
analyticdb
Fix typo in QA_with_Langchain_AnalyticDB_and_OpenAI.ipynb (#582)
2023-07-12 12:28:14 -07:00
azuresearch
Minor change to use SearchIndexingBufferedSender to support optimized batch indexing (#712)
2023-09-26 16:43:05 -07:00
cassandra_astradb
Cassandra / Astra DB demo notebooks: adapt to OpenAI 1.0, add support for Astra DB HTTP API, and other upgrades (#853)
2023-11-14 13:37:27 -08:00
chroma
Update notebooks (#598)
2023-07-24 15:59:33 -07:00
deeplake
Add Deep Lake vector database example (#455)
2023-10-02 11:20:03 -07:00
elasticsearch
[elasticsearch] fix typo in signup url (#726)
2023-09-27 16:02:50 -07:00
hologres
Add Hologres as a vector database with python notebook example (#404)
2023-05-19 11:16:27 -07:00
kusto
kusto vector sample added
2023-05-11 11:06:34 +08:00
milvus
Zilliz integration and Milvus bugfixes (#259)
2023-03-28 15:36:24 -07:00
mongodb_atlas
Adding MongoDB Atlas to examples of Vector Databases (#874)
2023-12-05 12:56:02 -08:00
myscale
Splitting Vector Databases into individual cookbooks (#529)
2023-06-28 01:37:01 -07:00
neon
Update Neon cookbook README.md (#747)
2023-09-29 18:22:39 -07:00
pinecone
Update Using_Pinecone_for_embeddings_search.ipynb (#803)
2023-10-19 10:42:13 -07:00
PolarDB
Add getting started with PolarDB vector database and OpenAI example. (#489)
2023-07-11 17:13:26 -07:00
qdrant
Refactor Qdrant notebooks (#556)
2023-06-29 07:47:18 -07:00
redis
Added embeddings_utils.py to utils directory, and updated references (#841)
2023-11-10 12:07:25 -05:00
SingleStoreDB
Added embeddings_utils.py to utils directory, and updated references (#841)
2023-11-10 12:07:25 -05:00
supabase
Adds semantic search example using Supabase Vector (#913)
2023-12-18 07:56:21 -06:00
tair
Add Tair to examples of vector database (#609)
2023-09-11 15:16:00 -07:00
typesense
Splitting Vector Databases into individual cookbooks (#529)
2023-06-28 01:37:01 -07:00
weaviate
Update generative-search-with-weaviate-and-openai.ipynb (#920)
2023-12-19 11:19:09 -06:00
zilliz
update to token for zilliz (#552)
2023-06-27 12:53:26 -07:00
README.md
Adds Tembo VectorDB to list of vector databases (#940)
2023-12-20 13:39:08 -08:00

README.md

Vector Databases

This section of the OpenAI Cookbook showcases many of the vector databases available to support your semantic search use cases.

Vector databases can be a great accompaniment for knowledge retrieval applications, which reduce hallucinations by providing the LLM with the relevant context to answer questions.

Each provider has their own named directory, with a standard notebook to introduce you to using our API with their product, and any supplementary notebooks they choose to add to showcase their functionality.

Guides & deep dives