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I will audit and improve your rag pipeline for better accuracy


About this gig
Need a reliable and accurate AI chatbot? I will audit, fix, or fully optimize your existing RAG pipeline from chunking & embeddings to retrieval, prompting, and response generation so your chatbot delivers more consistent, correct answers.
With expert-level work on LLMs, vector search, embeddings tuning and prompt engineering, I help you:
- Diagnose and fix issues causing hallucinations or low-quality responses
- Improve retrieval accuracy and answer relevance
- Optimize your pipeline for speed, reliability, and scaling
Choose from Audit / Fix / Full-Optimization packages to match your needs whether you want a quick health-check or a production-ready AI assistant.
Expect: better answer consistency, fewer hallucinations, improved performance, and reliability. Lets upgrade your AI chatbot into a robust, accurate assistant.
Get to know Sazz Sharma
AI engineer with professional experience: From medical imaging to RAG
- FromNepal
- Member sinceMar 2020
Languages
English
FAQ
What do you need from me to get started?
Your current chatbot or RAG pipeline code, data source, and a brief description of the issues you’re facing. That’s it.
Can you work with any tech stack?
Yeah , I primarily work with every industry-standard tech stack ifor chatbot ncluding langchain, n8n , OpenAI , python, next.js, fastAPI, just DM!
Will my data be safe?
Absolutely! Your code and data remain confidential and are never shared with anyone.
Do you provide Documentation?
Yes. Every order includes a summary of changes, and full documentation or a walkthrough if needed.

