Bump to astrapy 2.0 + Hybrid-Search in vector store (candidate for 0.6.0)#120

Merged

hemidactylus merged 51 commits intomainfrom

SL-vectorstore-hybrid

Mar 31, 2025

Commits on Feb 26, 2025

dependencies
Stefano Lottini
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Merge branch 'main' into SL-astrapy2
Stefano Lottini
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WIP in adapting to astrapy 2
Stefano Lottini
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WIP most of the core logic made 2.0
Stefano Lottini
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Commits on Feb 27, 2025

completed porting to astrapy 2
Stefano Lottini
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small improvements + adjusted type hint in a cast for py3.9
Stefano Lottini
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Commits on Mar 10, 2025

collection environment and basic vectorstore signatures
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refactor and impl for FARR, missing is the actual query path
Stefano Lottini
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Commits on Mar 11, 2025

hybrid logic implemented for the vectorstore
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two separate hybrid flags to vectorstore, for coll.creation and querying
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added hybrid_limits param to vectorstore init; renamed its find-specific private methods
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adapt to find_and_rerank returning RerankedResult's
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Commits on Mar 12, 2025

adapt to the reworked insertManyException semantics in astrapy2
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Commits on Mar 13, 2025

restore calculation of inserted_ids in the vectorstore for partial failures
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replaced vectorstore 'hybrid_collection' init param with and
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Commits on Mar 19, 2025

adapt to latest astrapy/conventions
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introduce collection_reranking_api_key; also secret renamed to HEADER_EMBEDDING_API_KEY_OPENAI
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unit test of autodetect has_lexical
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unit test of codecs re: hybrid, tiny codec fixes
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minor edits
Stefano Lottini
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Commits on Mar 20, 2025

first full integration test for hybrid vectorstore
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Commits on Mar 21, 2025

getting to astrapy2-rc2 and fixing most tests
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indexing-mismatch IT fixed for graph-vectorstore
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add blockbuster exemptions for locally-running graphVS necessarily-sync init
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autodetect picks codec based on collection config over documents
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autodetect int.tests on collections explicitly with/out hybrid (vectorize)
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Commits on Mar 22, 2025

docstring and part of the defaults-mismatch story
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Commits on Mar 24, 2025

note on hybrid/coll.mismatch
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more guided handling of coll.mismatch errors; renamed internal util function; README on hybrid-mismatch errors
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mini diagram
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hybrid example on docstring; vs docstring better organized
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notes on the vs features
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Commits on Mar 25, 2025

introduce rerank_query param, re-enable test cases for byov farr
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conditionally skipping one int.test if doing hybrid search
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add novectorize autodetec tests; adapt tests to latest API on main
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added nonvectorize force-hybrid/force-nohybrid vstore lifecycle test
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Commits on Mar 26, 2025

relax test when hybrid shuffles returned items for graphVS
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raised generic DataAPIClient timeout; hybrid-tests' reranking key made optional
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suppress autodetect testing for after-deletion-of-document pending a DB issue with farr
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disable graph-vector-store tests by default
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add hybrid lifecycle test which explicitly disable hybrid from collections
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Commits on Mar 27, 2025

actual astrapy2 dependency
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bump to astrapy 2.0.1
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sort order of the many VS methods made uniform
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Commits on Mar 28, 2025

added support for lexical_query optional parameter in the appropriate vectorstore search methods, always optional and invalid unless hybrid
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added HybridLimitFactorPrescription for detailed control over hybrid limits
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add tests for the HybridLimitFactorPrescription usage in all cases
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copy method of vectorstore now carries the hybrid_limit_factor param as well
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poetry/lockfile
Stefano Lottini
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Commits on Mar 31, 2025

Address PR comments
Stefano Lottini
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an env.var. flag to control against CNDB-13480
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