RAG AI Agent

Your team's knowledge, instantly answerable.

I build a retrieval AI agent that reads your company's documents and answers questions about them in seconds, with a link to the exact source. Every team has knowledge trapped in files no one has time to dig through. This puts it one question away.

Grounded
answers from your own files, not guesses
Cited
every answer links back to the source
In sync
auto-cleanup keeps answers current
How it works

Three moving parts, one honest answer.

Documents go in, questions come out with sources, and a cleanup job keeps it all current. Click through each stage.

Answers out

Ask in plain English, get an answer with its source.

The agent finds the most relevant passages, ranks them for accuracy, and answers only from your documents, with a link back to the file.

01

Question

A teammate asks in Slack or chat, in normal language.

02

Retrieve

The agent pulls the top passages that could answer it.

03

Rank

Passages are reordered by true relevance so the best context wins.

04

Cite

The AI answers from that context and links the source document.

Live demo

See it answer, with the receipt.

A working preview on sample documents. Ask a question and watch it search, rank the best passages, and answer with a cited source.

Try a question

Click a sample question. Watch the agent search, rank, and answer with a cited source.

RAG agent

Pick a question on the left to see the agent work.

What you get

A complete, deployed system.

Ingestion from your Google Drive of Docs and PDFs
Agentic retrieval that puts the best context first
A cited source on every answer, linked to the file
A Slack or web chat surface your team already uses
Chat memory so follow-up questions keep their context
Auto-cleanup that keeps the knowledge base in sync
How it ships

White-glove from day one. I set everything up with you on a call, so the system lives on your infrastructure and you keep the keys.

01Built on your accounts

Your Google Drive, your database, your API keys. Nothing is rented from me.

02You own everything

Every API, credential, and workflow stays under your name from day one.

03Clean handoff

It is running and proven on your real documents before I step away.

Have knowledge buried in your documents?

Book a call and I will show you what a RAG agent trained on your own files can do.