{"repo":"velocitybolt/open-extract","free":true,"listed":false,"github":"https://github.com/velocitybolt/open-extract","clone":"git clone https://github.com/velocitybolt/open-extract.git","description":"Structured Data Extractor for AI Agents. Search your documents or the web for specific data and get it back in JSON or Markdown in a single tool call.","language":"Python","stars":189,"topics":["ai","etl","etl-automation","etl-framework","llm","agent-tools","autogen","crewai","langchain","langgraph"],"license":"MIT","category":"ai-agents","readme_excerpt":"open-extract Features • What is a Schema? • Use Cases • Getting Started • Documentation --- open-extract simplifies the ingestion and processing of unstructured data for those building AI Agents/Agentic Workflows using frameworks such as LangGraph, AG2, and CrewAI. --- 🚀 Features 📄 Extract Relevant Information Seamlessly: Give your applications the ability to identify and extract relevant data from one or many large documents and websites with just a single API call. Get the content back in JSON or Markdown formats, making it easy to integrate into your workflows. 🔍 Multi-Schema/Multi-Document Support: Extract data based one or many predefined schemas from a variety of document types, without needing a vector database or specifying page numbers. 🔄 Built-in Caching: With built-in caching, previously extracted schemas can be instantly retrieved, enabling rapid repeat extractions without having to reprocess the original documents. 🚫 No Vendor Lock-In: Enjoy complete flexibility with your choice of model provider. Whether using open-source or closed-source models, you're never tied to a specific vendor, ensuring full control. --- 🧰 What is a Schema? A schema is a set of key-value pairs describing what needs to be extracted from a particular document. 📋 Example Schema --- 🎯 Use Cases 💼 Financial Report Analysis 📊 Customer Feedback Processing 🔬 Research Assistant 🧠 Legal Contract Parsing Extract key financial metrics from quarterly PDF reports Categorize feedback from v","default_branch":null,"files":null,"tree":[],"storefront":"/r/velocitybolt","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/velocitybolt/open-extract/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}