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remove chroma & simplify dependencies #158

Merged
merged 11 commits into from
Aug 19, 2024
Merged

remove chroma & simplify dependencies #158

merged 11 commits into from
Aug 19, 2024

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qcampbel
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The purpose of this is to remove the use of Chroma VDB and reduce dependencies required to run MDAgent. Instead of using chroma, tools are vectorized either using openai embeddings or sklearn's built-in vectorization algorithm. Then, search for most similar tools is conducted using cosine similarity.

  1. Replaced tool retrieval function
  2. removed unused package (outlines)
  3. made some packages optional (i.e. alternative llm providers)
  4. updated README

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@Jgmedina95 Jgmedina95 left a comment

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lgtm

@qcampbel qcampbel merged commit f4cecf4 into main Aug 19, 2024
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@qcampbel qcampbel deleted the remove_chroma branch August 19, 2024 17:17
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2 participants