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LangSearch Connect your LLM applications to the world.

What is LangSearch?

LangSearch provides a powerful Web Search API designed to enhance Large Language Model (LLM) applications. It delivers high-quality context by leveraging natural language search capabilities across billions of web documents, including news, images, videos, and more. The platform supports hybrid search, combining keyword and vector searches with a semantic reranker to improve search result accuracy.

Its core, the LangSearch Rerank model, is based on transformer architecture. This model boasts exceptional ranking performance typically seen in models with 280M-560M parameters, but with only 80M parameters. This streamlined efficiency translates to significant benefits for users, offering both faster inference speeds and lower operational costs.

Features

  • Natural Language Search: Enables querying with natural language to retrieve relevant information from a vast database of web documents.
  • Hybrid Search: Combines keyword and vector searches for improved search accuracy.
  • Semantic Reranker: Employs a transformer-based model to boost the relevance of search results.
  • API Integration: Allows direct integration with applications, LLM tools, and AI agent plugins.
  • Summary Generation: Provides concise summaries of web content, supporting markdown formatting.

Use Cases

  • Enhancing AI Agents with real-time web information.
  • Improving the accuracy of search results in custom applications.
  • Integrating web search capabilities into LLM-powered chatbots.
  • Developing RAG (Retrieval-Augmented Generation) applications.
  • Creating custom search workflows with specific filtering conditions.

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