Automatic FAQ - Building a Multi-Agent System to Extract Insights from User Discussions
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Learn to develop a multi-agent system that automatically extracts insights from user discussions across platforms like Discord and GitHub in this 51-minute conference talk from Haystack US 2025. Discover how to build an automated FAQ system using open-source tools including Milvus, HuggingFace, and LangChain libraries to process large volumes of user feedback and identify common themes for product improvement. Explore the practical implementation of this system through a demonstration analyzing Milvus user documentation, and understand how to transform overwhelming amounts of user discussion data into actionable insights for enhancing product usability and documentation without requiring extensive manual labor.
Syllabus
Haystack US 2025 - Stefan Webb: Automatic FAQ: Building a Multi-Agent Systems
Taught by
OpenSource Connections