<a href="https://github.com/lmnr-ai/index"></a> <a href="https://www.ycombinator.com/companies/laminar-ai"></a> <a href="https://x.com/lmnrai"></a> <a href="https://discord.gg/nNFUUDAKub"> </a>

Index

Index is a state-of-the-art open-source browser agent that autonomously executes complex web tasks. It turns any website into an accessible API and can be seamlessly integrated with just a few lines of code.

• [x] Powered by reasoning LLMs with vision capabilities.
  • [x] Gemini 2.5 Pro (really fast and accurate)
  • [x] Claude 3.7 Sonnet with extended thinking (reliable and accurate)
  • [x] OpenAI o4-mini (depending on the reasoning effort, provides good balance between speed, cost and accuracy)
  • [x] Gemini 2.5 Flash (really fast, cheap, and good for less complex tasks)
• [x] pip install lmnr-index and use it in your project
• [x] index run to run the agent in the interactive CLI
• [x] Supports structured output via Pydantic schemas for reliable data extraction.
• [x] Index is also available as a serverless API.
• [x] You can also try out Index via Chat UI.