Show HN: Cleverb.ee – open-source agent that writes a cited research report
Published on: 2025-08-07 15:04:32
CleverBee: Advanced AI Research Assistant
Website • Documentation • GitHub
CleverBee is a powerful Python-based research agent using Large Language Models (LLMs) like Claude and Gemini, Playwright for web browsing, and Chainlit for an interactive UI. It performs research by browsing the web, extracting content (HTML), cleaning it, and summarizing findings based on user research topics.
✨ Features
🌐 Interactive web UI via Chainlit
via Chainlit 🔧 MCP Tool Support: Integrates external tools via the Model Context Protocol (MCP)
Integrates external tools via the Model Context Protocol (MCP) 🧠 Multi-LLM Research: Uses distinct, configurable LLMs for different tasks: Primary LLM: Gemini 2.5 Pro for planning and final report generation Next Step LLM: Gemini 2.5 Flash for analyzing research progress and deciding next actions Summarizer LLM: Gemini 2.0 Flash for intermediate web content summarization
Uses distinct, configurable LLMs for different tasks: 🌍 Automated Web Browsing: Utilizes
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