Add Infino integration (provider, vector store, registry)#4625
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Pratyush Lokhande (pratyushlokhande) wants to merge 8 commits into
Open
Add Infino integration (provider, vector store, registry)#4625Pratyush Lokhande (pratyushlokhande) wants to merge 8 commits into
Pratyush Lokhande (pratyushlokhande) wants to merge 8 commits into
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Ran every snippet against a real embeddings backend. Corrected the hybrid demo (pure-vector does not miss the exact code; the genuine divergence is BM25 missing a keyword-free paraphrase), replaced guessed outputs with captured ones, and noted memory:// lacks delete/update.
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Thanks for contributing a new integration docs page, Pratyush Lokhande (@pratyushlokhande)! We receive a large number of PRs and review them as quickly as we can. Please bear with us as we work through the queue. If you have already tagged a maintainer on this PR, do not tag them again. |
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Thanks for opening a docs PR, Pratyush Lokhande (@pratyushlokhande)! When it's ready for review, please add the relevant reviewers:
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Hi Mason Daugherty (@mdrxy), this PR adds the Infino integration (provider + vector store + registry). All CI green. Ready for review when you have a moment, thanks! |
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Overview
Adds the Infino integration to the Python integrations docs. Infino is a retrieval engine that runs vector, full-text (BM25), hybrid (RRF), and SQL search over one copy of your data in Apache Parquet on object storage, so there is no separate vector database and search cluster to keep in sync.
Three changes:
packages.yml— registerslangchain-infino(Python packagelangchain-infino, JS package@infino-ai/langchain-infino) so it appears in the partner package table.src/oss/python/integrations/providers/infino.mdx— provider overview page: install/setup, vector store, retrievers (BM25, hybrid, self-query translator), and the semantic LLM cache.src/oss/python/integrations/vectorstores/infino.mdx— fullInfinoVectorStorewalkthrough with vector, filtered, MMR, and hybrid retrieval, plus a vector-vs-BM25-vs-hybrid comparison. Examples were run against the live engine and show real outputs.Type of change
Type: New documentation page
Related issues/PRs
Checklist
docs devsrc/docs.jsonif neededAdditional notes
Code examples were verified against a running Infino engine; outputs shown in the docs are real. Prose passes
make lint_prose(Vale). Disclosure: this PR was prepared with AI assistance (Claude Code).