bytedance/deer-flow
DeerFlow is a community-driven deep research framework that integrates language models with web search, crawling, and Python execution tools to facilitate comprehensive AI-powered research workflows.
Awesome AI Agents › Reasoning Frameworks
Intelligent-Internet/ii-researcher
II-Researcher is an advanced open-source framework designed to facilitate the creation of intelligent search and research agents. It leverages multiple web search providers such as Tavily and SerpAPI to perform deep and intelligent web searches. The framework integrates various web scraping and content extraction tools including Firecrawl, Browser, BeautifulSoup (BS4), and Tavily to gather comprehensive data from the internet. One of its key strengths is its multi-step reasoning and reflection capabilities, which allow it to generate well-thought-out and comprehensive answers to user queries. The system supports configurable large language models (LLMs) tailored for different tasks, enhancing its flexibility and performance. It operates asynchronously to improve efficiency and responsiveness. II-Researcher offers customizable pipelines and reasoning methods, enabling users to tailor the deep search process according to their specific needs. The framework supports integration with local LLM servers like LiteLLM and can be deployed using Docker for containerized environments. It also provides a command-line interface (CLI) for direct interaction and a web interface for more user-friendly access. The project includes detailed setup instructions, environment variable configurations for API keys and model settings, and supports multiple deployment options including local development and containerized deployment. The framework is designed to generate answers with references, ensuring transparency and reliability of the information provided. It also supports integration with MCP servers and Claude for enhanced research capabilities. The project is inspired by and built upon several open-source tools and communities, including LiteLLM, node-DeepResearch, gpt-researcher, and BAML. Overall, II-Researcher is a powerful tool for developers and researchers looking to build sophisticated AI-driven search agents that combine web search, scraping, and advanced reasoning.
https://github.com/Intelligent-Internet/ii-researcher
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