The Challenge
People spend hours searching manuals and notes for an answer that should name its source.
Agent Pattern
A knowledge agent retrieves the relevant section, answers with a citation, and keeps the thread for the next question. Retrieval can be limited to a user, an agent, or a session.
PraisonAI Features
- PDFs, Word, Markdown, and text
- Citations that name the source
- Retrieval scoped by user, agent, or session
- Memory for the follow-up question
For regulated teams
With a local model, your documents, the search index and the answers stay on your own computers. See local memory and knowledge.