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openai-cookbook/examples/vector_databases
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dongqqcom d86a0381e6
Add Tair to examples of vector database (#609) 
* Add Tair to examples of vector database

* remove hardcoding API keys

* Update examples/vector_databases/tair/Getting_started_with_Tair_and_OpenAI.ipynb

Co-authored-by: Simón Fishman <simonpfish@gmail.com>

* fix: input api key by getpass

* update: input api key by getpass

* update: Adding output of code cells

---------

Co-authored-by: Simón Fishman <simonpfish@gmail.com>
2023-09-11 15:16:00 -07:00
..
analyticdb
Fix typo in QA_with_Langchain_AnalyticDB_and_OpenAI.ipynb (#582)
2023-07-12 12:28:14 -07:00
cassandra_astradb
Updates to CassIO notebook (#684)
2023-09-11 14:59:09 -07:00
chroma
Update notebooks (#598)
2023-07-24 15:59:33 -07:00
elasticsearch
Add elasticsearch examples to vector databases folder (#622)
2023-08-29 10:54:08 -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
myscale
Splitting Vector Databases into individual cookbooks (#529)
2023-06-28 01:37:01 -07:00
pinecone
consolidate Embedding.create calls into one (#543)
2023-07-20 20:20:04 -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
Fix typo in redis-hybrid-query-examples.ipynb (#642)
2023-08-17 03:21:48 -07:00
SingleStoreDB
Adding SingleStoreDB as a vector database with Python notebook (#402)
2023-05-22 16:05:50 -07:00
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
Splitting Vector Databases into individual cookbooks (#529)
2023-06-28 01:37:01 -07:00
zilliz
update to token for zilliz (#552)
2023-06-27 12:53:26 -07:00
README.md
Add Cassandra/Astra DB to the vector databases README (#665)
2023-08-29 15:20:51 -07:00

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