koala73/worldmonitor
World Monitor is a real-time global intelligence dashboard for AI-powered news aggregation, geopolitical monitoring, and infrastructure tracking in a unified situational awareness interface.
Awesome AI Agents › LLM-Powered Platforms
InternLM/MindSearch
MindSearch is an advanced multi-agent framework designed to enhance web search engines by leveraging large language models (LLMs) to mimic human cognitive processes. It aims to provide a deep AI search experience similar to platforms like Perplexity.ai Pro and SearchGPT. The project integrates multiple agents that work concurrently to handle complex search queries, improving the efficiency and depth of information retrieval. MindSearch supports various web search APIs including DuckDuckGo, Bing, Brave, Google Serper, and Tencent, allowing users to customize their search backend according to their needs. The framework is built with modularity in mind, enabling easy setup and deployment through FastAPI for backend services and offering multiple frontend interfaces such as React, Gradio, and Streamlit for user interaction. Users can configure environment variables to set API keys and model parameters, supporting models like InternLM2.5-7b-chat and GPT-4. The system is designed to be asynchronous to handle multiple queries simultaneously, enhancing performance and user experience. MindSearch also provides tools for developers to interact with the backend directly, facilitating integration and testing. The project is open-source under the Apache 2.0 license and is supported by academic research, with a published paper detailing its methodology. It is part of a broader ecosystem of LLM-based agent projects by InternLM, including Lagent, AgentFLAN, and T-Eval, which focus on agent frameworks, training datasets, and evaluation benchmarks respectively. Overall, MindSearch represents a significant step forward in AI-driven web search technology by combining multi-agent systems with powerful language models to deliver more intelligent and context-aware search results.
https://github.com/InternLM/MindSearch
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