Show HN: Cleverb.ee – open-source agent that writes a cited research report
a year ago
- #Python
- #LLM
- #Research
- CleverBee is a Python-based research agent using LLMs like Claude and Gemini.
- Features include an interactive web UI via Chainlit and MCP Tool Support for external tool integration.
- Supports multi-LLM research with distinct, configurable LLMs for different tasks.
- Automated web browsing and content extraction using Playwright.
- Content processing includes cleaning HTML to Markdown before summarization.
- Integrated token tracking to monitor usage and estimate costs for LLM calls.
- Highly configurable via config.yaml with modular LLM clients for different providers.
- Includes LLM caching with NormalizingCache for performance and cost reduction.
- Supported on macOS (Intel and Apple Silicon), Linux (NVIDIA GPU optimized), and Windows (via WSL).
- Setup involves cloning the repository, running setup.sh, and starting the application with run.sh.
- Licensed under GNU AGPLv3, with contributions under the same license and CLA.