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feat: integrate weave with evaluation pipeline and experiments with finetuning #75

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  • Adds W&B Weave Evaluation in our evaluation pipeline.
  • Adds LiteLLM to easily configure embedding models.
  • Use HF Inference Endpoint to host embedding models and use it in the pipeline.
  • Generate dataset for embedding finetuning (synthetic)
  • Evaluation of performance with OpenAI embedding, OS embedding and fine-tuned OS embedding
  • End-to-end evaluation with new embeddings with weave eval.

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pypi/[email protected], pypi/[email protected], pypi/[email protected], pypi/[email protected], pypi/[email protected], pypi/[email protected], pypi/[email protected], pypi/[email protected], pypi/[email protected], pypi/[email protected], pypi/[email protected], pypi/[email protected], pypi/[email protected], pypi/[email protected], pypi/[email protected], pypi/[email protected], pypi/[email protected], pypi/[email protected], pypi/[email protected], pypi/[email protected], pypi/[email protected], pypi/[email protected], pypi/[email protected], pypi/[email protected], pypi/[email protected], pypi/[email protected], pypi/[email protected], pypi/[email protected], pypi/[email protected], pypi/[email protected], pypi/[email protected], pypi/[email protected], pypi/[email protected], pypi/[email protected], pypi/[email protected], pypi/[email protected], pypi/[email protected], pypi/[email protected], pypi/[email protected], pypi/[email protected], pypi/[email protected], 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