Knowledge Base

Drop any URL or file into Telegram and OpenClaw extracts, normalizes, chunks, and stores it in a vector database for future reference.

Whenever you find an interesting article or document, drop it into the knowledge base Telegram topic. OpenClaw detects the source type, extracts all information, normalizes it, chunks it, puts it in the vector database, and stores it. Later you can search naturally: "Find me all articles about Opus 4.6" and get answers with sources. Everything you've ever found interesting, instantly searchable.

Design your knowledge base to be referenced by other workflows — video ideation, meeting prep, business analysis all pull from the same source.

The real power of a centralized knowledge base is cross-workflow referencing. When the video ideation pipeline runs, it queries the knowledge base for relevant articles. When meeting prep generates, it can reference recent research. When the business meta-analysis runs, it draws from everything you've collected. Build it once, use it everywhere.