AWAutoWorks AI

LLM & RAG Systems

OpenAI, Gemini, Anthropic, NVIDIA NIM. Knowledge bases, document Q&A, multi-step agents.

What this service solves

I build LLM-powered systems that reason over your real data. RAG pipelines over your documents, multi-step agents that use tools, and structured output pipelines that turn unstructured text into usable data.

What the system can include

  • RAG over your documents
  • OpenAI, Gemini, Anthropic, NVIDIA NIM
  • Multi-step tool-using agents
  • Structured JSON output
  • Memory & context management

From workflow to working system

  1. 1. Map the operation. We identify the manual steps, tools, edge cases, and measurable result.
  2. 2. Agree on the engagement. Choose a fixed-price scope or hourly work based on how defined the requirements are.
  3. 3. Build and verify. The system is tested against the real workflow, then delivered with source code and documentation.