I will build rag ai agents with langgraph, crag and self rag


About this gig
Looking to integrate an AI model into your application, build a custom chatbot, or create a knowledge-base system that can answer questions from your documents?
I can help you build custom AI solutions using RAG, advanced retrieval, and MCP integrations designed around your projects requirements.
What I can build for you
- AI LLM integration
- Standard and advanced RAG systems
- End-to-end RAG pipelines
- Custom document-based chatbots
- CRAG / Self-RAG implementations
- MCP and custom tool integrations
- AI applications connected to your existing backend
RAG Systems I Build
Standard RAG
- Document ingestion
- Chunking & embeddings
- Vector database
- Semantic retrieval
Self-RAG
- Retrieval decision-making
- Relevance evaluation
- Self-reflection
- Answer quality checking
CRAG (Corrective RAG)
- Retrieval quality evaluation
- Corrective retrieval
- Web retrieval fallback
- Hallucination reduction
Tech Stack
- Frameworks: LangGraph, LangChain, FastAPI, MCP
- Databases: Supabase, FAISS, Pinecone, Qdrant, ChromaDB
- Models: OpenAI (GPT), Anthropic (Claude), Gemini LLMs
Please message me before placing an order so we can discuss your requirements and select the right package.
Get to know Pranav
AI Engineer
- FromIndia
- Member sinceJul 2024
- Avg. response time1 hour
Languages
Hindi, Punjabi, English
My Portfolio
FAQ
Can you build a RAG chatbot or knowledge-base AI agent?
Yes. I can build RAG systems that use your PDFs, documents, websites, databases or company knowledge to provide contextual answers. I can integrate vector databases such as Pinecone, Qdrant, Supabase or pgvector.
What technologies do you work with?
I typically work with Python, TypeScript/JavaScript, React, Next.js, Node.js, FastAPI, PostgreSQL, Docker, and AI tools such as LLM APIs, vector databases, and RAG pipelines.
What type of RAG you can build? And which is best for me.
I can Build standard RAG, CRAG (Corrective Retrieval-Augmented Generation) and Self RAG (Self-Reflective Retrieval-Augmented Generation) Which one is best for you :- Contact me before ordering, and I can recommend the most suitable one for you

