ChatWiki is an open-source AI knowledge base and workflow automation platform designed to help organizations build intelligent question-answering systems using large language models and retrieval-augmented generation techniques. The system enables companies to transform internal documents and data into searchable knowledge bases that can power AI assistants capable of answering domain-specific questions. It provides a complete pipeline for ingesting documents, preprocessing and segmenting content, generating vector embeddings, and retrieving relevant information during conversations. The platform supports multiple large language models and allows developers to easily connect cloud-based or local models to power the chatbot. ChatWiki also integrates workflow automation features that allow AI responses, messaging triggers, and customer interaction flows to be configured visually.
Features
- Knowledge-base chatbot built using retrieval-augmented generation
- Support for multiple large language model providers and APIs
- Automated document ingestion and preprocessing pipelines
- Visual workflow builder for AI interaction automation
- Hybrid retrieval using vector search and knowledge graphs
- Integration with messaging platforms and web applications