The Challenge
A shared chatbot answers from everything it can see. A copilot should answer only from the documents in scope.
Agent Pattern
The copilot retrieves only the knowledge in scope, answers with a citation, and can call tools. It runs where you host it.
PraisonAI Features
- Knowledge from your documents, with citations
- Retrieval scoped by user, agent, or session
- Tools, including MCP
- Self-hosted, with your choice of model
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.