index
★ 2.4k·Apache-2.0·Updated 2025-06-09
Index is an open-source browser agent powered by reasoning LLMs with vision capabilities, designed to autonomously execute complex web tasks. It effectively turns any website into an accessible API, enabling seamless integration and structured data extraction for various applications.
#Browser Agent#Web Automation#LLM#Data Extraction#Python#Web Browsing#Coding#Data Analysis
01
Features
01LLM-powered autonomous web task execution with vision capabilities.
02Transforms any website into an accessible API.
03Supports structured data extraction using Pydantic schemas.
04Provides an interactive command-line interface (CLI) for quick interaction.
05Offers advanced browser agent observability for tracing and recording sessions.
02
Compatibility
Gemini
Native
Verified via docs
Claude
Native
Verified via docs
OpenAI
Native
Verified via docs
03
Quick start
1
$ pip install lmnr-index 'lmnr[all]'
04
Use cases
↳Automating complex web tasks and workflows.
↳Extracting and structuring data from dynamic websites.
↳Integrating web functionalities into custom applications via API.
05
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