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[WIP] Add ChromaDB into guardrails #255

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ChromaDB(https://www.trychroma.com/) supports both in-memory and persisted vectorDB storage. This PR adds support to do nearest neighbor search using Chroma into Guardrails vectorDB.

@345ishaan 345ishaan changed the title Add ChromaDB into guardrails [WIP] Add ChromaDB into guardrails Aug 12, 2023
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codecov bot commented Aug 16, 2023

Codecov Report

Patch coverage: 2.27% and project coverage change: -0.85% ⚠️

Comparison is base (feff7aa) 78.75% compared to head (2c323fc) 77.91%.

Additional details and impacted files
@@            Coverage Diff             @@
##             main     #255      +/-   ##
==========================================
- Coverage   78.75%   77.91%   -0.85%     
==========================================
  Files          66       67       +1     
  Lines        3982     4025      +43     
==========================================
  Hits         3136     3136              
- Misses        846      889      +43     
Flag Coverage Δ
unittests 77.91% <2.27%> (-0.85%) ⬇️

Flags with carried forward coverage won't be shown. Click here to find out more.

Files Changed Coverage Δ
guardrails/vectordb/chromadb.py 0.00% <0.00%> (ø)
guardrails/vectordb/__init__.py 100.00% <100.00%> (ø)

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