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openai-cookbook/examples/vector_databases
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Stefano Lottini 4d330b82d7
Add Astra DB (/Cassandra) to vector databases with example notebooks (#655) 
* first commit for the Astra DB / Cassandra notebooks

* add json with quotes

* towards the final cassIO pilot notebook

* small changes to the copy

* cassIO pilot completed and its readme done

* fix silly markdown error

* fix silly markdown error 2

* astra vector link change and vector search picture improved

* added link to docs for connecting to Cassandra cluster

* CQL version of the flow

* revised readme

* final adjustments around metrics/distances

* links' final version assumes files in openai's main branch

* Add ref to QA+vector general guide; fix prompt; clarified conclusion paragraph; typos
2023-08-29 10:27:49 -07:00
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analyticdb
Fix typo in QA_with_Langchain_AnalyticDB_and_OpenAI.ipynb (#582)
2023-07-12 12:28:14 -07:00
cassandra_astradb
Add Astra DB (/Cassandra) to vector databases with example notebooks (#655)
2023-08-29 10:27:49 -07:00
chroma
Update notebooks (#598)
2023-07-24 15:59:33 -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
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
fix markdown typo on a link (#591)
2023-07-17 15:53:44 -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