LLM Council
A local multi-LLM orchestration system. Requests are concurrently processed by multiple LLMs, which then critique and rank each other's outputs, with a final synthesis generated by a chairman LLM.
What the product does
An orchestration sandbox engineered to produce high-accuracy outputs for complex prompts. An inquiry is routed to 3-5 different LLMs (Claude, GPT, Gemini) concurrently. The agents then critique and score each other's answers, after which a final synthesizer agent generates a master response.
LLM Council
An orchestration sandbox engineered to produce high-accuracy outputs for complex prompts. An inquiry is routed to 3-5 different LLMs (Claude, GPT, Gemini) concurrently. The agents then critique and score each other's answers, after which a final synthesizer agent generates a master response.
- Cross-model review
- Chairman LLM
- Runs locally
Implementation details
- Gracefully handling timeouts or rate limits of individual model providers to guarantee final output compilation.
- Reducing API expenditures by stripping redundant context windows from grading iterations.
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