Get accurate knowledge retrieval when using separate agent and content databases

Ingest LLM-friendly documentation from any site that supports the llms.txt standard

LLMsTxtTools and LLMsTxtReader add native support for the llms.txt standard — a Markdown-based file that websites publish at /llms.txt to provide LLMs with a concise, structured index of their…

Keep source data intact when loading team sessions

We fixed TeamSession.from_dict() so it no longer mutates the input mapping it receives. Previously, loading a team session from a dictionary could silently modify the original data structure, causing…

Pass images through workflow steps reliably regardless of how they're referenced

We fixed an issue where workflow steps that included file path images were not being converted correctly, causing those images to be dropped or mishandled when passed between steps.