I will build rag ai chatbot and enterprise knowledge system using llm and vector db


About this gig
Build a Powerful RAG AI Knowledge System for Your Business
Looking to create an AI assistant that can answer questions from your company documents, PDFs, websites, databases, or internal knowledge base?
I will develop a custom RAG (Retrieval-Augmented Generation) AI system that helps businesses retrieve accurate information using modern LLM and vector database technologies.
What I Can Build
- Enterprise AI knowledge systems
- AI chatbots trained on your documents
- PDF / DOCX / CSV / Website data ingestion
- Internal company knowledge assistants
- Vector database integration
- Semantic search systems
- AI customer support assistants
- Multi-document Q&A systems
- Secure API integrations
- Web based AI dashboards
- AI search for businesses and teams
Your AI system can be designed to improve information access, reduce manual support workload, and provide faster responses to users or internal teams.
I focus on building scalable and efficient AI workflows that can process large amounts of business data while maintaining accurate retrieval and contextual responses.
If you have any question feel free to send me a DM...
Get to know MCnamara
AI Stack Innovations
- FromUnited Kingdom
- Member sinceMay 2026
- Avg. response time1 hour
Languages
English
My Portfolio
FAQ
Can you train the AI on my company documents?
Yes, I can connect PDFs, websites, databases, spreadsheets, and other supported data sources.
Which technologies do you use?
I work with OpenAI, LangChain, Pinecone, ChromaDB, FAISS, FastAPI, and related AI tools.
Can the AI system support multiple documents?
Yes, multi document retrieval and semantic search are supported
Do you provide custom integrations?
Yes, I can integrate the AI system into your existing workflow, API, or web application.

