langchain/docs/docs/integrations/retrievers
Christophe Bornet 86beb64b50
docs: Add doc for Vectorize provider (#30436)
This pull request adds documentation and a tutorial for integrating the
[Vectorize](https://vectorize.io/) service with LangChain. The most
important changes include adding a new documentation page for Vectorize
and creating a Jupyter notebook that demonstrates how to use the
Vectorize retriever.

The source code for the langchain-vectorize package can be found
[here](https://github.com/vectorize-io/integrations-python/tree/main/langchain).

Previews:
*
https://langchain-git-fork-cbornet-vectorize-langchain.vercel.app/docs/integrations/providers/vectorize/
*
https://langchain-git-fork-cbornet-vectorize-langchain.vercel.app/docs/integrations/retrievers/vectorize/

Documentation updates:

*
[`docs/docs/integrations/providers/vectorize.mdx`](diffhunk://#diff-7e00d4ce4768f73b4d381a7c7b1f94d138f1b27ebd08e3666b942630a0285606R1-R40):
Added a new documentation page for Vectorize, including an overview of
its features, installation instructions, and a basic usage example.

Tutorial updates:

*
[`docs/docs/integrations/retrievers/vectorize.ipynb`](diffhunk://#diff-ba5bb9a1b4586db7740944b001bcfeadc88be357640ded0c82a329b11d8d6e29R1-R294):
Created a Jupyter notebook tutorial that shows how to set up the
Vectorize environment, create a RAG pipeline, and use the LangChain
Vectorize retriever. The notebook includes steps for account creation,
token generation, environment setup, and pipeline deployment.
2025-03-28 15:25:21 -04:00
..
self_query docs: updated the docs for vectara (#30398) 2025-03-26 15:02:21 -04:00
activeloop.ipynb multiple: pydantic 2 compatibility, v0.3 (#26443) 2024-09-13 14:38:45 -07:00
amazon_kendra_retriever.ipynb patch: deprecate (a)get_relevant_documents (#20477) 2024-04-22 11:14:53 -04:00
arcee.ipynb patch: deprecate (a)get_relevant_documents (#20477) 2024-04-22 11:14:53 -04:00
arxiv.ipynb docs: fix mdx codefences (#26802) 2024-09-24 06:06:13 +00:00
asknews.ipynb replace all LANGCHAIN_ flags with LANGSMITH_ flags (#29120) 2025-01-11 01:24:40 +00:00
azure_ai_search.ipynb concepts: update llm stub page and re-link (#27567) 2024-10-22 23:03:36 -04:00
bedrock.ipynb concepts: update llm stub page and re-link (#27567) 2024-10-22 23:03:36 -04:00
bm25.ipynb Updated docs for the BM25 preprocessing function (#28101) 2024-11-26 14:59:15 -05:00
box.ipynb docs: Update documentation for BoxBlobLoader, extra_fields (#28942) 2024-12-27 12:06:58 -08:00
breebs.ipynb patch: deprecate (a)get_relevant_documents (#20477) 2024-04-22 11:14:53 -04:00
chaindesk.ipynb patch: deprecate (a)get_relevant_documents (#20477) 2024-04-22 11:14:53 -04:00
chatgpt-plugin.ipynb multiple: pydantic 2 compatibility, v0.3 (#26443) 2024-09-13 14:38:45 -07:00
cognee.ipynb community: add cognee retriever (#29878) 2025-02-20 17:15:23 +00:00
cohere-reranker.ipynb multiple: pydantic 2 compatibility, v0.3 (#26443) 2024-09-13 14:38:45 -07:00
cohere.ipynb docs: Minor corrections and updates to Cohere docs (#22726) 2024-07-31 10:16:26 -07:00
contextual.ipynb langchain-contextual: update provider documentation and add reranker documentation (#30415) 2025-03-22 18:09:09 -04:00
dappier.ipynb docs: add langchain dappier tool integration notebook (#29265) 2025-01-17 19:02:28 -05:00
docarray_retriever.ipynb multiple: pydantic 2 compatibility, v0.3 (#26443) 2024-09-13 14:38:45 -07:00
dria_index.ipynb docs: udpated api reference (#25172) 2024-08-14 07:00:17 -07:00
elastic_search_bm25.ipynb patch: deprecate (a)get_relevant_documents (#20477) 2024-04-22 11:14:53 -04:00
elasticsearch_retriever.ipynb Update elasticsearch_retriever.ipynb (#29223) 2025-01-15 10:09:51 -05:00
embedchain.ipynb multiple: pydantic 2 compatibility, v0.3 (#26443) 2024-09-13 14:38:45 -07:00
flashrank-reranker.ipynb docs: fix path for state_of_the_union sample file (#21609) 2024-05-13 11:46:02 -04:00
fleet_context.ipynb docs: more api ref links, add linting step to prevent more (#28495) 2024-12-04 04:19:42 +00:00
google_drive.ipynb patch: deprecate (a)get_relevant_documents (#20477) 2024-04-22 11:14:53 -04:00
google_vertex_ai_search.ipynb concepts: update llm stub page and re-link (#27567) 2024-10-22 23:03:36 -04:00
graph_rag.mdx docs: contributed Graph RAG Retriever integration (#29744) 2025-02-12 18:25:48 -08:00
ibm_watsonx_ranker.ipynb docs: Update IBM WatsonxRerank documentation (#29138) 2025-01-10 15:07:29 -05:00
index.mdx docs: fix more links (#27598) 2024-10-23 21:26:38 -04:00
jaguar.ipynb docs: fix path for state_of_the_union sample file (#21609) 2024-05-13 11:46:02 -04:00
kay.ipynb patch: deprecate (a)get_relevant_documents (#20477) 2024-04-22 11:14:53 -04:00
kinetica.ipynb multiple: pydantic 2 compatibility, v0.3 (#26443) 2024-09-13 14:38:45 -07:00
knn.ipynb patch: deprecate (a)get_relevant_documents (#20477) 2024-04-22 11:14:53 -04:00
linkup_search.ipynb docs: add Linkup integration documentation (#28366) 2024-12-09 14:36:25 -08:00
llmlingua.ipynb docs: fix path for state_of_the_union sample file (#21609) 2024-05-13 11:46:02 -04:00
merger_retriever.ipynb docs: huggingface package (#21645) 2024-05-14 03:17:40 +00:00
metal.ipynb patch: deprecate (a)get_relevant_documents (#20477) 2024-04-22 11:14:53 -04:00
milvus_hybrid_search.ipynb concepts: update llm stub page and re-link (#27567) 2024-10-22 23:03:36 -04:00
nanopq.ipynb community: retrievers: added capability for using Product Quantization as one of the retriever. (#22424) 2024-07-24 13:52:15 +00:00
needle.ipynb community: add Needle retriever and document loader integration (#28157) 2024-12-03 22:06:25 +00:00
nimble.ipynb docs: fixed nimble's provider page and retriever (#29695) 2025-02-10 15:30:40 -08:00
outline.ipynb docs: update langsmith env vars (#30331) 2025-03-17 14:35:22 -07:00
permit.ipynb [Integration]: Langchain-Permit (#29867) 2025-02-21 10:59:00 -05:00
pinecone_hybrid_search.ipynb pinecone: update pinecone client (#28320) 2024-12-02 22:47:09 -08:00
pubmed.ipynb patch: deprecate (a)get_relevant_documents (#20477) 2024-04-22 11:14:53 -04:00
qdrant-sparse.ipynb patch: deprecate (a)get_relevant_documents (#20477) 2024-04-22 11:14:53 -04:00
ragatouille.ipynb docs: added ColBERT reference (#25452) 2024-08-28 19:05:44 -07:00
re_phrase.ipynb patch: deprecate (a)get_relevant_documents (#20477) 2024-04-22 11:14:53 -04:00
rememberizer.ipynb community[minor]: Rememberizer retriever (#20052) 2024-05-01 10:41:44 -04:00
sec_filings.ipynb docs: integrations/retrievers cleanup (#20357) 2024-04-19 10:02:41 -04:00
singlestoredb.ipynb multiple: pydantic 2 compatibility, v0.3 (#26443) 2024-09-13 14:38:45 -07:00
svm.ipynb multiple: pydantic 2 compatibility, v0.3 (#26443) 2024-09-13 14:38:45 -07:00
tavily.ipynb multiple: pydantic 2 compatibility, v0.3 (#26443) 2024-09-13 14:38:45 -07:00
tf_idf.ipynb patch: deprecate (a)get_relevant_documents (#20477) 2024-04-22 11:14:53 -04:00
thirdai_neuraldb.ipynb docs: udpated api reference (#25172) 2024-08-14 07:00:17 -07:00
vectorize.ipynb docs: Add doc for Vectorize provider (#30436) 2025-03-28 15:25:21 -04:00
vespa.ipynb patch: deprecate (a)get_relevant_documents (#20477) 2024-04-22 11:14:53 -04:00
wikipedia.ipynb docs: streamline LangSmith teasing (#30302) 2025-03-28 15:13:22 -04:00
you-retriever.ipynb replace all LANGCHAIN_ flags with LANGSMITH_ flags (#29120) 2025-01-11 01:24:40 +00:00
zep_cloud_memorystore.ipynb community[minor]: Add Zep Cloud components + docs + examples (#21671) 2024-05-27 12:50:13 -07:00
zep_memorystore.ipynb docs: udpated api reference (#25172) 2024-08-14 07:00:17 -07:00
zilliz_cloud_pipeline.ipynb docs: udpated api reference (#25172) 2024-08-14 07:00:17 -07:00
zotero.ipynb docs,langchain-community: Fix typos in docs and code (#30541) 2025-03-28 19:21:16 +00:00