I will build ai agents, ai voice agents, ai saas, ai automations

Python and FastAPI on the backend, LangChain/LlamaIndex for orchestration, OpenAI, Claude and Llama 3 for models, and vector stores like Pinecone, Qdrant or pgvector. React/Next.js when the project needs a UI. Everything ships containerised with Docker on AWS.

Yes that's what agentic RAG is for. Send me your documents, database or knowledge base and the assistant answers from your content instead of generic model knowledge, with source citations so you can verify every answer.

A short description of the use case, any sample data or documents, and API access for systems you want connected. If you're unsure of scope, message me first and I'll map it out before you order.

Yes. I regularly connect AI systems to existing backends, CRMs, payment providers and third-party APIs, including function calling so the AI can trigger real actions rather than just answer questions.

You own all code and IP on delivery. Systems are built with clean architecture, error handling and monitoring so they hold up under real production traffic rather than only in a demo.

Yes every delivery includes documentation and a handover walkthrough, plus a support window of 2 weeks for fixes and minor changes. Ongoing maintenance and feature work can be arranged separately.