Deep Refine

Deep Refine is a Python tool that improves large language model responses through iterative refinement across several models, aiming for answers more accurate and better contextualized than any single-shot inference.

1. Initial generation: a base model drafts a response to the raw prompt.
2. Critical analysis: a second model acts as an adversary, finding logical flaws, omissions, and style deviations.
3. Refinement: a synthesis model integrates the critique and rewrites the output into its final form.