* 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>
* WIP on embedder selection
TODO: apply splitting and query prefixes (if applicable)
* wip on upsert
* Support base model
support nomic-text-embed-v1
support multilingual-e5-small
Add prefixing for both embedding and query for RAG tasks
Add chunking prefix to all vector dbs to apply prefix when possible
Show dropdown and auto-pull on new selection
* norm translations
* move supported models to constants
handle null seelction or invalid selection on dropdown
update comments
* dev
* patch text splitter maximums for now
* normalize translations
* add tests for splitter functionality
* normalize
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Co-authored-by: shatfield4 <seanhatfield5@gmail.com>
* PGVector support for vector db storage
* forgot files
* comments
* dev build
* Add ENV connection and table schema validations for vector table
add .reset call to drop embedding table when changing the AnythingLLM embedder
update instrutions
Add preCheck error reporting in UpdateENV
add timeout to pg connection
* update setup
* update README
* update doc
