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Evan Volgasleft a comment
I build Sifaka as an experiment in reducing hallucinations through iterative feedback using a different LLM. As a began researching it, I found several research papers that deal with LLM "reflection" -- having an LLM reflect on its output to improve it. The idea is incredibly fascinating to me, and I used the insights of those papers to develop what is now Sifaka. I believe Sifaka has the most...
GitHubSifaka adds reflection & reliability to LLM applications
Sifaka improves AI-generated text through iterative critique using research-backed techniques. Instead of hoping your AI output is good enough, Sifaka provides a transparent feedback loop where AI systems validate and improve their own outputs.
GitHubSifaka adds reflection & reliability to LLM applications