I will build rag pipelines and ai document chatbots


About this gig
If you want an AI assistant that can answer from your documents, PDFs, knowledge base, or business data, I can help you build a reliable RAG pipeline and chatbot backend.
I specialize in Retrieval-Augmented Generation (RAG), AI document chatbots, semantic search, vector database retrieval, and backend AI workflows using modern LLM tools.
What I can help you build:
RAG pipeline development
PDF/document ingestion and text processing
Chunking, embeddings, and vector database setup
AI chatbot connected to your documents or knowledge base
OpenAI, Claude, or Gemini API integration
FastAPI backend endpoints for AI workflows
Metadata filtering and semantic search
Hallucination reduction through retrieved context
PostgreSQL, Supabase, and database-connected AI workflows
Testing, setup guidance, and handoff documentation
Technologies:
Python, FastAPI, LangChain, OpenAI API, vector databases, PostgreSQL, Supabase, REST APIs, and modern LLM tooling.
My focus is clean backend architecture, reliable retrieval, source-aware responses, and maintainable AI workflows that can grow with your business needs.
Please contact me before ordering so we can confirm your documents, data sources, AI pro
Get to know Nimra Zahid
AI ML Engineer RAG Pipelines API Integrations
- FromPakistan
- Member sinceApr 2016
- Last delivery1 year
Languages
English
My Portfolio
Other Software Development Services I Offer
FAQ
What information do you need before starting?
Please provide your project requirements, preferred AI model or API, expected workflow, and any existing backend or database details. For RAG systems, document samples and retrieval requirements are also helpful.
Do you work with OpenAI Claude and Gemini APIs?
Yes. I can integrate OpenAI, Claude, Gemini, and other LLM APIs depending on your project requirements and workflow needs.
Can you build custom RAG pipelines?
Yes. I can build retrieval-augmented generation pipelines with document ingestion, embeddings, vector databases, semantic search, and response workflows.
Will I receive the source code?
Yes. All packages include documented source code and project files unless discussed otherwise before the project starts.
Do you deploy the application as well?
Deployment support is available as a Gig Extra depending on the hosting platform and project complexity.

