OpenDeepSearch

OpenDeepSearch is a lightweight yet powerful open-source search tool designed to seamlessly integrate with AI agents, enabling deep web search and information retrieval. It is particularly optimized for Hugging Face's SmolAgents ecosystem.

Key Features:

• Semantic Search: Utilizes Crawl4AI and semantic search re-rankers to provide more in-depth search results.
• Two Operation Modes:
  • Default Mode: Fast and efficient with low latency, suitable for simple queries.
  • Pro Mode (Deep Search): In-depth and accurate, but with longer processing times, suitable for complex queries.
• Optimized for AI Agents: Seamlessly collaborates with tools like SmolAgents.
• Fast and Lightweight: Designed to be fast and efficient with simple setup.
• Extensible: Easily configurable to work with different models and APIs.

Use Cases:

• Integration into AI Agents: Serves as a tool for AI agents like CodeAgent and ToolCallingAgent to perform complex queries and information retrieval tasks.
• Complex Problem Solving: In Pro Mode, it can handle multi-hop queries and cross-verification problems to obtain more detailed information.
• Code Generation: Combined with SmolAgents, it can assist in code generation tasks, such as finding documentation or code examples.
• Standalone Use: Can be used independently through Python code or a Gradio demo interface for searching.
• ReAct Agent: Combined with tools like WolframAlphaTool, it can perform mathematical calculations and complex search tasks.

In summary, OpenDeepSearch aims to make powerful search capabilities accessible to more people through open-source and integrate them into various AI applications.