* Migrate Astra to class (#4722)
migrate astra to class
* Migrate LanceDB to class (#4721)
migrate lancedb to class
* Migrate Pinecone to class (#4726)
migrate pinecone to class
* Migrate Zilliz to class (#4729)
migrate zilliz to class
* Migrate Weaviate to class (#4728)
migrate weaviate to class
* Migrate Qdrant to class (#4727)
migrate qdrant to class
* Migrate Milvus to class (#4725)
migrate milvus to class
* Migrate Chroma to class (#4723)
migrate chroma to class
* Migrate Chroma Cloud to class (#4724)
* migrate chroma to class
* migrate chroma cloud to class
* move limits to class field
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Co-authored-by: Timothy Carambat <rambat1010@gmail.com>
* Migrate PGVector to class (#4730)
* migrate pgvector to class
* patch pgvector test
* convert connectionString, tableName, and validateConnection to static methods
* move instance properties to class fields
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Co-authored-by: Timothy Carambat <rambat1010@gmail.com>
* Refactor Zilliz Cloud vector DB provider (#4749)
simplify zilliz implementation by using milvus as base class
Co-authored-by: Timothy Carambat <rambat1010@gmail.com>
* VectorDatabase base class (#4738)
create generic VectorDatabase base class
Co-authored-by: Timothy Carambat <rambat1010@gmail.com>
* Extend VectorDatabase base class to all providers (#4755)
extend VectorDatabase base class to all providers
* patch lancedb import
* breakout name and add generic logger
* dev tag build
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Co-authored-by: Timothy Carambat <rambat1010@gmail.com>
* Fix JSDOC for updateOrCreateCollection
* Add sanitizeForJsonb method to PGVector for safe JSONB handling
This new method recursively sanitizes values intended for JSONB storage, removing disallowed control characters and ensuring safe insertion into PostgreSQL. The method is integrated into the vector insertion process to sanitize metadata before database operations.
* Add unit tests for PGVector.sanitizeForJsonb method
This commit introduces a comprehensive test suite for the PGVector.sanitizeForJsonb method, ensuring it correctly handles various input types, including null, undefined, strings with disallowed control characters, objects, arrays, and Date objects. The tests verify that the method sanitizes inputs without mutating the original data structures.
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Co-authored-by: Timothy Carambat <rambat1010@gmail.com>
