Step 3: Install AnythingLLM.
This is the app that does the heavy RAG work for you.
You drop in your PDFs, Word docs, notes, and websites. It reads them. It remembers them. It lets you chat with them.
It's called AnythingLLM. 100% open source.
AnythingLLM is presented as the recommended Step 3 tool for RAG: a 100% open-source application that reads and remembers PDFs, Word documents, notes, and websites, builds an index, and lets you chat with the aggregated content to retrieve answers from your own files and sources.
Author @hasantoxr (Twitter/X, published 2026-06-16) recommends installing AnythingLLM as Step 3 for retrieval-augmented generation (RAG) workflows.
Step 3: Install AnythingLLM.
This is the app that does the heavy RAG work for you.
You drop in your PDFs, Word docs, notes, and websites. It reads them. It remembers them. It lets you chat with them.
It's called AnythingLLM. 100% open source.