I will develop your ai chatbot with rag and langchain integration


Über diesen Service
Do you need an AI-powered chatbot or agent that actually understands your data not just a generic ChatGPT wrapper?
I build custom RAG (Retrieval-Augmented Generation) pipelines and AI agents using LangChain, LangGraph, and FastAPI connecting large language models to your own documents, databases, or workflows so they give accurate, grounded answers instead of hallucinating.
What I bring:
Hands-on experience building production backends (FastAPI, PostgreSQL, Redis, Docker) not just tutorial projects
Deep familiarity with RAG architecture, vector search, and reducing hallucination in retrieval-based systems
Experience with MCP (Model Context Protocol) integrations for connecting AI agents to real tools and data sources
Clean, well-documented, production-ready code
Whether you need:
A chatbot trained on your own documents/knowledge base
An AI agent that can take actions (not just chat)
Integration of GPT,Claude or other LLMs into your existing app
A backend API to power your AI feature
I can build it. I care about reliability over flashy demos my background is specifically in reducing hallucination and making retrieval systems actually trustworthy.
Message me
Lerne Shahryar Khalid kennen
AI Engineer
- AusPakistan
- Mitglied seitJuni 2026
Sprachen
Englisch
FAQ
What LLMs do you work with?
OpenAI (GPT-4/GPT-4o), Anthropic Claude, Grok and other API-based models(located on Hugging Face). Let me know your preferred provider and I'll build accordingly.
Do I need to provide my own API keys?
Yes you'll need your own OpenAI/Anthropic API key since usage costs are billed directly by the provider based on your usage
Can you connect the AI to my existing database or app?
Yes, this is included in the Standard and Premium packages. Send me details about your current setup and I'll confirm compatibility before you order.
What if my project doesn't fit these packages?
Message me first, I offer custom scoping for larger or non-standard projects.
What type of RAG systems you build
I build basic Rag systems to advance on corrective , self , hybrid , agentic with integration of tools with quality check with less hallucination Rag Systems. Also make custom Graphed Rag systems according to your need.

