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README.md

🚀 Unstract by Zipstack

No‑code LLM Platform to launch APIs & ETL Pipelines to structure unstructured documents

License: AGPL-3.0 Docker Pulls

A powerful open-source, no-code platform that automates extraction of unstructured data from long, complex documents—powered by LLMs and human-in-the-loop workflows.


🧩 Why Unstract?

  • No-code Prompt Studio: Design and iteratively refine prompts, schemas, sample docs, and view multi-LLM outputs & cost comparisons—all from a single UI.
  • Flexible deployment: Support unstructured-data API endpoints and ETL pipelines that integrate with S3, GCS, databases, and warehousing systems.
  • Feed documents to LLMs with ease: LLMWhisperer adapts raw OCR or native text (including handwritten forms, checkboxes, tables) into LLM-friendly formats.
  • Performance & reliability: Leverage advanced techniques like LLMChallenge, SinglePass Extraction, and Summarized Extraction to improve accuracy and reduce latency & costs (available in Unstract Enterprise).

🛠️ Get Started

Requirements

  • 8 GB RAM
  • Docker & Docker Compose
  • Git (for cloning)
  • Linux or macOS (Intel or Apple Silicon)

Quick Start (Open Source edition)

git clone https://github.com/Zipstack/unstract.git
cd unstract
./run-platform.sh