only LLM modal change result fix hallucination and fake schema issue. #querymate #buildinpublic #solodev

3 din se 4+ hrs daily laga raha hoon #QueryMate pe… LLM orchestration fix karne me 😞 hallucination - DB schema assume - tool sequence break - token limit hit - retry fail - streaming me break LLM = not just API call. It’s chaos control.Y

So tried, working on #querymate project, and sorry for video not posting

Building #QueryMate 🤖 Main challenge LLM rate limits hit after 3–4 messages. Trying to manage message history efficiently while keeping system prompts small and output restricted. How do you handle LLM memory + token optimization in production AI apps? #AI #LLM #BuildInPublicp

#querymate working , adding tools on llm, so #llm brain + body = work!

Learning #llm #guardrails for security addon my #querymate project

Just fix duplicate Db insert issue on my #querymate project

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