I Will Build and Integrate MCP & RAG Systems to Power Your AI Apps

🚀 Bring Real Intelligence to Your AI Apps with MCP + RAG

Want your AI app to go beyond generic ChatGPT answers and deliver accurate, context-aware, private responses based on your own data?

I specialize in building MCP (Model Context Protocol) and RAG (Retrieval-Augmented Generation) systems that connect your data, APIs, and tools directly into advanced AI models — giving your users a custom, intelligent, and reliable AI experience.

🤖 What I Can Build for You

✅ Full MCP integration — connect your AI model to live data, tools, APIs, and databases
✅ RAG pipelines — enable your model to retrieve knowledge from PDFs, docs, and databases in real time
✅ Vector database setup (FAISS, Pinecone, Weaviate, Qdrant, ChromaDB, etc.)
✅ Private AI assistants for teams, websites, or SaaS platforms
✅ Secure API endpoints and context injection for LLMs (GPT-4, Claude, Gemini, etc.)
✅ Fast, optimized retrieval + context window management

🧩 Example Use Cases

• 🧾 AI Knowledge Base Assistant: Train your model on internal company data or documentation
• 💬 Custom Chatbots: Use RAG + MCP to create domain-specific chatbots (finance, health, education, etc.)
• 🧠 Smart Search Engines: Enable intelligent document or database queries powered by LLMs
• 🏢 Enterprise AI Portals: Integrate secure, private AI across your organization
• 🔍 Research or SaaS Tools: Retrieve, summarize, and explain data instantly

⚙️ Tech Stack & Tools

• MCP Frameworks: LangChain, LlamaIndex, Vercel MCP
• RAG Components: FAISS, ChromaDB, Pinecone, Qdrant, Weaviate
• AI Models: GPT-4, Claude 3, Gemini 1.5, Mistral
• Backend: FastAPI, Node.js, Flask
• Databases: PostgreSQL, MongoDB, Supabase
• Deployment: Docker, AWS, Render, Vercel

🏆 Why Clients Choose Me

• Expert in AI System Architecture & Advanced LLM Integrations
• Experience with real-world production RAG systems
• Clean, secure, and well-documented implementations
• Fast delivery and post-launch support
• 100% custom — built specifically for your project goals

💥 Optional Add-Ons

⭐ Custom admin dashboard for monitoring RAG usage
⭐ Hybrid multi-model setup (GPT + Claude + Gemini)
⭐ API usage & analytics tracking
⭐ Auto-updating knowledge base integration (live sync)