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openai-cookbook/examples/vector_databases/README.md

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Splitting Vector Databases into individual cookbooks (#529) * Initial commit of vector database cookbooks split out individually * Moved notebooks to each provider's named folder and updated the README * Removed vector DB overall cookbook in favour of individual directories
2023-06-28 09:37:01 +01:00
# Vector Databases
Add elasticsearch examples to vector databases folder (#622) * Add Elasticsearch to vector databases, add notebooks * Update prompt * Make intro verbiage more neutral * Add semantic search notebook outputs * Add RAG notebook output * Update query * Remove unreadable vector output
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This section of the OpenAI Cookbook showcases many of the vector databases available to support your semantic search use cases.
Splitting Vector Databases into individual cookbooks (#529) * Initial commit of vector database cookbooks split out individually * Moved notebooks to each provider's named folder and updated the README * Removed vector DB overall cookbook in favour of individual directories
2023-06-28 09:37:01 +01:00
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
- [AnalyticDB](https://www.alibabacloud.com/help/en/analyticdb-for-postgresql/latest/get-started-with-analyticdb-for-postgresql)
Add Cassandra/Astra DB to the vector databases README (#665) * Add Cassandra/Astra DB to the vector databases overall README * Linking to a basic quickstart instead
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- [Cassandra/Astra DB](https://docs.datastax.com/en/astra-serverless/docs/vector-search/qandasimsearch-quickstart.html)
Add Azure Cognitive Search vector database (#569) * get started azuresearch * master docs reference * pablo comments * replace placeholders with "_" * azs latest sdk updates * deep dive link * openai feedback * not print the whole vector in console * cleanup outputs * cleanup outputs pip
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- [AzureSearch](https://learn.microsoft.com/azure/search/search-get-started-vector)
Splitting Vector Databases into individual cookbooks (#529) * Initial commit of vector database cookbooks split out individually * Moved notebooks to each provider's named folder and updated the README * Removed vector DB overall cookbook in favour of individual directories
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- [Chroma](https://docs.trychroma.com/getting-started)
Add elasticsearch examples to vector databases folder (#622) * Add Elasticsearch to vector databases, add notebooks * Update prompt * Make intro verbiage more neutral * Add semantic search notebook outputs * Add RAG notebook output * Update query * Remove unreadable vector output
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- [Elasticsearch](https://www.elastic.co/guide/en/elasticsearch/reference/current/knn-search.html)
Splitting Vector Databases into individual cookbooks (#529) * Initial commit of vector database cookbooks split out individually * Moved notebooks to each provider's named folder and updated the README * Removed vector DB overall cookbook in favour of individual directories
2023-06-28 09:37:01 +01:00
- [Hologres](https://www.alibabacloud.com/help/en/hologres/latest/procedure-to-use-hologres)
- [Kusto](https://learn.microsoft.com/en-us/azure/data-explorer/web-query-data)
- [Milvus](https://milvus.io/docs/example_code.md)
- [MyScale](https://docs.myscale.com/en/quickstart/)
Add Mongodb Atlas Vector Search (#734)
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- [MongoDB](https://www.mongodb.com/products/platform/atlas-vector-search)
Add Neon Postgres to the list of vector databases in the README (#746)
2023-09-29 22:23:01 -03:00
- [Neon Postgres](https://neon.tech/docs/ai/ai-intro)
Splitting Vector Databases into individual cookbooks (#529) * Initial commit of vector database cookbooks split out individually * Moved notebooks to each provider's named folder and updated the README * Removed vector DB overall cookbook in favour of individual directories
2023-06-28 09:37:01 +01:00
- [Pinecone](https://docs.pinecone.io/docs/quickstart)
Updated README.md in examples/vector_databases (#581) Added the links to the missing vector databases
2023-07-13 00:28:45 +05:00
- [PolarDB](https://www.alibabacloud.com/help/en/polardb/latest/quick-start)
Splitting Vector Databases into individual cookbooks (#529) * Initial commit of vector database cookbooks split out individually * Moved notebooks to each provider's named folder and updated the README * Removed vector DB overall cookbook in favour of individual directories
2023-06-28 09:37:01 +01:00
- [Qdrant](https://qdrant.tech/documentation/quick-start/)
- [Redis](https://github.com/RedisVentures/simple-vecsim-intro)
- [SingleStoreDB](https://www.singlestore.com/blog/how-to-get-started-with-singlestore/)
- [Typesense](https://typesense.org/docs/guide/)
fix markdown typo on a link (#591)
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- [Weaviate](https://weaviate.io/developers/weaviate/quickstart)
Updated README.md in examples/vector_databases (#581) Added the links to the missing vector databases
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- [Zilliz](https://docs.zilliz.com/docs/quick-start-1)
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