RAG & Agents

RAG and agents grounded in your systems

Retrieval and tool-using agents that answer from your documents and call your existing APIs. The model does not invent the source of truth.

Teams that want document answers or an agent, and already have docs, a database, or an API.

What the work includes

• Ingestion and retrieval over the documents you already keep
• Answers that cite the source instead of a free-form guess
• MCP or tool calls into your current services
• The same production limits as any other backend: auth, logs, and a way to turn it off

Proof

• Docs RAG MCP

  A document RAG system with an MCP server so an agent can use the same retrieval.