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Janos Tolgyesi 5f4552391f
Add SKLearnVectorStore (#5305) 
# Add SKLearnVectorStore

This PR adds SKLearnVectorStore, a simply vector store based on
NearestNeighbors implementations in the scikit-learn package. This
provides a simple drop-in vector store implementation with minimal
dependencies (scikit-learn is typically installed in a data scientist /
ml engineer environment). The vector store can be persisted and loaded
from json, bson and parquet format.

SKLearnVectorStore has soft (dynamic) dependency on the scikit-learn,
numpy and pandas packages. Persisting to bson requires the bson package,
persisting to parquet requires the pyarrow package.

## Before submitting

Integration tests are provided under
`tests/integration_tests/vectorstores/test_sklearn.py`

Sample usage notebook is provided under
`docs/modules/indexes/vectorstores/examples/sklear.ipynb`

Co-authored-by: Dev 2049 <dev.dev2049@gmail.com>
2023-05-28 08:17:42 -07:00
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vectara Vectara (#5069) 2023-05-24 01:24:58 -07:00
ai21.md docs: compound ecosystem and integrations (#4870) 2023-05-18 09:29:57 -07:00
aim_tracking.ipynb docs: compound ecosystem and integrations (#4870) 2023-05-18 09:29:57 -07:00
analyticdb.md docs: compound ecosystem and integrations (#4870) 2023-05-18 09:29:57 -07:00
anyscale.md docs: compound ecosystem and integrations (#4870) 2023-05-18 09:29:57 -07:00
apify.md docs: compound ecosystem and integrations (#4870) 2023-05-18 09:29:57 -07:00
atlas.md docs: compound ecosystem and integrations (#4870) 2023-05-18 09:29:57 -07:00
bananadev.md docs: compound ecosystem and integrations (#4870) 2023-05-18 09:29:57 -07:00
beam.md Beam (#4996) 2023-05-24 01:25:18 -07:00
cerebriumai.md docs: compound ecosystem and integrations (#4870) 2023-05-18 09:29:57 -07:00
chroma.md docs: compound ecosystem and integrations (#4870) 2023-05-18 09:29:57 -07:00
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comet_tracking.ipynb docs: compound ecosystem and integrations (#4870) 2023-05-18 09:29:57 -07:00
ctransformers.md Add C Transformers for GGML Models (#5218) 2023-05-25 13:42:44 -07:00
databerry.md docs: compound ecosystem and integrations (#4870) 2023-05-18 09:29:57 -07:00
databricks.ipynb Add documentation for Databricks integration (#5013) 2023-05-20 22:06:24 -07:00
deepinfra.md docs: compound ecosystem and integrations (#4870) 2023-05-18 09:29:57 -07:00
deeplake.md docs: compound ecosystem and integrations (#4870) 2023-05-18 09:29:57 -07:00
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momento.md feat: add Momento as a standard cache and chat message history provider (#5221) 2023-05-25 19:13:21 -07:00
myscale.md docs: compound ecosystem and integrations (#4870) 2023-05-18 09:29:57 -07:00
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petals.md docs: compound ecosystem and integrations (#4870) 2023-05-18 09:29:57 -07:00
pgvector.md docs: compound ecosystem and integrations (#4870) 2023-05-18 09:29:57 -07:00
pinecone.md docs: compound ecosystem and integrations (#4870) 2023-05-18 09:29:57 -07:00
pipelineai.md docs: compound ecosystem and integrations (#4870) 2023-05-18 09:29:57 -07:00
predictionguard.md docs: compound ecosystem and integrations (#4870) 2023-05-18 09:29:57 -07:00
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qdrant.md docs: compound ecosystem and integrations (#4870) 2023-05-18 09:29:57 -07:00
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serpapi.md docs: compound ecosystem and integrations (#4870) 2023-05-18 09:29:57 -07:00
sklearn.md Add SKLearnVectorStore (#5305) 2023-05-28 08:17:42 -07:00
stochasticai.md docs: compound ecosystem and integrations (#4870) 2023-05-18 09:29:57 -07:00
tair.md docs: compound ecosystem and integrations (#4870) 2023-05-18 09:29:57 -07:00
unstructured.md docs: compound ecosystem and integrations (#4870) 2023-05-18 09:29:57 -07:00
vectara.md Vectara (#5069) 2023-05-24 01:24:58 -07:00
wandb_tracking.ipynb docs: compound ecosystem and integrations (#4870) 2023-05-18 09:29:57 -07:00
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