# What does this PR do?
Enhances the Vector Stores config with full set of appropriate
configurations
- Add FileIngestionParams, ChunkRetrievalParams, and FileBatchParams
subconfigs
- Update RAG memory, OpenAI vector store mixin, and vector store utils
to use configuration
- Fix import organization across vector store components
- Add comprehensive vector stores configuration documentation
- Update docs navigation to include vector store configuration guide
- Delete `memory/constants.py` and move constant values directly into
Pydantic models
## Test Plan
Tests updated + CI
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Signed-off-by: Francisco Javier Arceo <farceo@redhat.com>
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