I will build a rag pipeline or llm integration for your app or data


About this gig
Turn your data into an AI that gives accurate, reliable answers.
Most AI systems fail because they dont know your data.
They hallucinate. They guess. They break trust.
I build RAG (Retrieval-Augmented Generation) systems that connect AI directly to your documents, databases, or codebase so it answers based on real information, not guesses.
What I Can Build
- AI that chats with your documents (PDFs, Notion, docs, etc.)
- Knowledge base assistants for teams or customers
- Codebase-aware AI assistants for developers
- Semantic search systems over large datasets
- APIs or chat interfaces for your application
️ What You Get
- Accurate, source-grounded AI responses
- Fast retrieval from large datasets
- Scalable pipeline for growing data
- Clean API or chat interface
Supported Data Sources
- PDFs, documents, knowledge bases
- Databases & structured data
- Codebases (advanced support)
- Custom data pipelines
Who This Is For
- SaaS products adding AI features
- Startups building AI-powered tools
- Teams tired of searching through docs
- Businesses needing reliable AI answers
Not For You If
- You just want a basic chatbot
- You dont have real data to use
- You expect magic AI without structure
Get to know Muhammad Usman
I build AI Agents and LLM Powered systems that automate real business operations
- FromPakistan
- Member sinceNov 2025
- Avg. response time1 hour
Languages
English
My Portfolio
Other AI Development Services I Offer
FAQ
What is RAG and why do I need it?
RAG allows AI to use your actual data instead of guessing, resulting in accurate and reliable responses.
What kind of data can you use?
PDFs, documents, databases, codebases, or custom structured data.
Will the AI give sources?
Yes, I can include source references with responses.
Can this handle large datasets?
Yes, I build scalable pipelines with efficient indexing.
Do I need API keys?
Yes, you must provide your own OpenAI or other LLM API keys.
Can this be integrated into my app?
Yes, I can deliver API endpoints or embed into your system.
Do you provide deployment?
Yes, deployment can be included or added as an extra.
How fast is the system?
Performance depends on data size, but I optimize for low-latency retrieval.
