Confluence-chatbot is an open-source Python package that transforms Confluence documentation into an AI-powered chatbot using retrieval-augmented generation. It supports smart chunking, diagram handling, and can be deployed locally or on AWS. Designed for developers building document QA bots.
In the RAG, search & retrieval space, confluence-chatbot takes a focused approach. Enabling users to query and interact with Confluence documentation using an AI chatbot interface. confluence-chatbot is an open-source project aimed at developers integrating AI chatbots with documentation. The project is open source (MIT). confluence-chatbot is available on the command line, and it can be self-hosted.
It is developed by pr-ashant-singh, and the product first shipped in 2026. The project is developed in the open on GitHub with 6 commits in the last 90 days. Across PulseGate's embedding index, confluence-chatbot has few near neighbours, marking it as relatively distinct. Among its 5 catalogued features are RAG pipeline, confluence integration, and diagram support.
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