یه پکیج خوب برای فیکس کردن جیسان های خروجی مدل های زبانی:
🔗 https://github.com/mangiucugna/json_repair
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GitHub
GitHub - mangiucugna/json_repair: A python module to repair invalid JSON from LLMs
A python module to repair invalid JSON from LLMs. Contribute to mangiucugna/json_repair development by creating an account on GitHub.
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Langfuse
Traces, evals, prompt management and metrics to debug and improve your LLM application. Integrates with Langchain, OpenAI, LlamaIndex, LiteLLM, and more.
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Critique Fine-Tuning: Learning to Critique is More Effective than Learning to Imitate
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Diagram Generator
A tool for generating diagrams using LLM, with a Python backend API and React frontend.
This project was purely an experiment, it is entirely generated with guidance from myself.
Otherwise known as "vibe coding".
Would I recommend it? No, in fact don't even credit me if you use this code.
I do however believe that as engineers we need to explore options we disagree with in order to widen our perspective. I did in fact learn a lot about how LLMs "think" during this project and am glad to have done it regardless of how frustrating it was.
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GitHub
GitHub - minimalefforttech/diagram_generator: LLM Powered Diagram Generator
LLM Powered Diagram Generator. Contribute to minimalefforttech/diagram_generator development by creating an account on GitHub.
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