Description
OptiLLM automatically reduces LLM API costs by 50%+ without quality loss. It routes each request to the cheapest capable model using ML classifiers, compresses tokens with LLMLingua-2, and caches semantically similar queries with FAISS. OpenAI-compatible proxy without code changes. Includes evaluation tools, analytics dashboards, and custom router training to continuously optimize the cost-quality tradeoff.
Strengths
- Significant reduction in LLM API costs
- Easy integration without code changes
- Continuous optimization via analytics and training tools
Weaknesses
- Potential complexity for non-technical users
- Dependency on third-party models for optimization
- Requires initial setup to maximize gains
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