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This adds support for [Xata](https://xata.io) (data platform based on Postgres) as a vector store. We have recently added [Xata to Langchain.js](https://github.com/hwchase17/langchainjs/pull/2125) and would love to have the equivalent in the Python project as well. The PR includes integration tests and a Jupyter notebook as docs. Please let me know if anything else would be needed or helpful. I have added the xata python SDK as an optional dependency. ## To run the integration tests You will need to create a DB in xata (see the docs), then run something like: ``` OPENAI_API_KEY=sk-... XATA_API_KEY=xau_... XATA_DB_URL='https://....xata.sh/db/langchain' poetry run pytest tests/integration_tests/vectorstores/test_xata.py ``` <!-- Thank you for contributing to LangChain! Replace this comment with: - Description: a description of the change, - Issue: the issue # it fixes (if applicable), - Dependencies: any dependencies required for this change, - Tag maintainer: for a quicker response, tag the relevant maintainer (see below), - Twitter handle: we announce bigger features on Twitter. If your PR gets announced and you'd like a mention, we'll gladly shout you out! Please make sure you're PR is passing linting and testing before submitting. Run `make format`, `make lint` and `make test` to check this locally. If you're adding a new integration, please include: 1. a test for the integration, preferably unit tests that do not rely on network access, 2. an example notebook showing its use. Maintainer responsibilities: - General / Misc / if you don't know who to tag: @baskaryan - DataLoaders / VectorStores / Retrievers: @rlancemartin, @eyurtsev - Models / Prompts: @hwchase17, @baskaryan - Memory: @hwchase17 - Agents / Tools / Toolkits: @hinthornw - Tracing / Callbacks: @agola11 - Async: @agola11 If no one reviews your PR within a few days, feel free to @-mention the same people again. See contribution guidelines for more information on how to write/run tests, lint, etc: https://github.com/hwchase17/langchain/blob/master/.github/CONTRIBUTING.md --> --------- Co-authored-by: Harrison Chase <hw.chase.17@gmail.com> Co-authored-by: Philip Krauss <35487337+philkra@users.noreply.github.com> Co-authored-by: Bagatur <baskaryan@gmail.com> |
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| faiss_index | ||
| alibabacloud_opensearch.ipynb | ||
| analyticdb.ipynb | ||
| annoy.ipynb | ||
| atlas.ipynb | ||
| awadb.ipynb | ||
| azuresearch.ipynb | ||
| cassandra.ipynb | ||
| chroma.ipynb | ||
| clarifai.ipynb | ||
| clickhouse.ipynb | ||
| deeplake.ipynb | ||
| docarray_hnsw.ipynb | ||
| docarray_in_memory.ipynb | ||
| elasticsearch.ipynb | ||
| faiss.ipynb | ||
| hologres.ipynb | ||
| index.mdx | ||
| lancedb.ipynb | ||
| marqo.ipynb | ||
| matchingengine.ipynb | ||
| meilisearch.ipynb | ||
| milvus.ipynb | ||
| mongodb_atlas.ipynb | ||
| myscale.ipynb | ||
| opensearch.ipynb | ||
| pgembedding.ipynb | ||
| pgvector.ipynb | ||
| pinecone.ipynb | ||
| qdrant.ipynb | ||
| redis.ipynb | ||
| rockset.ipynb | ||
| scann.ipynb | ||
| singlestoredb.ipynb | ||
| sklearn.ipynb | ||
| starrocks.ipynb | ||
| supabase.ipynb | ||
| tair.ipynb | ||
| tigris.ipynb | ||
| typesense.ipynb | ||
| vectara.ipynb | ||
| weaviate.ipynb | ||
| xata.ipynb | ||
| zilliz.ipynb | ||