I will build a local ai chatbot, llm workflow, or persona system

I build practical AI chatbots and LLM workflows for apps, websites, and internal tools.

I can help you add AI features without unnecessary complexity clean backend code, clear setup instructions, and a workflow tailored to your actual use case.

What I can build:

• Custom AI chatbot logic
• ChatGPT / Claude / Gemini API integration
• RAG chatbot for PDFs, websites, or databases
• Custom knowledge base chatbot
• Python / FastAPI backend for AI features
• AI workflow automation
• Persona design and memory-style context handling
• Ollama or local AI workflow prototypes
• API integration for your app or internal tool

Tech stack:

Python, FastAPI, LangChain / LlamaIndex, OpenAI API, Anthropic API, Google AI API, ChromaDB, FAISS, Ollama, Docker-ready deployment.

What you get:

• Clean, documented Python source code
• API endpoint ready for your frontend
• Setup and deployment instructions
• README documentation
• Testing with your actual data

Recent work:

I have built a multi-persona AI system, a local real-time meeting translator, and a Gemma 4 parallel persona engine.

If you want to add AI capabilities to your app, website, or workflow, I can help you build a clean working solution.