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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

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  1. unstract unstract Public

    LLM-Driven Extraction of Unstructured Data — Built for API Deployments & ETL Pipeline Workflows

    Python 7.4k 756

  2. llm-whisperer-python-client llm-whisperer-python-client Public

    Provides a simple and efficient way to interact with the LLMWhisperer API

    Python 30 10

  3. unstract-python-client unstract-python-client Public

    Python client for the Unstract LLM-powered structured data extraction platform

    Python 6 3

  4. n8n-nodes n8n-nodes Public

    Unstract custom node for n8n

    TypeScript 5 2

  5. apihub-python-client apihub-python-client Public

    A dynamic, extensible Python client for the APIHUB service supporting any APIs following the extract → status → retrieve pattern

    Python 2 1

Repositories

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  • unstract Public

    LLM-Driven Extraction of Unstructured Data — Built for API Deployments & ETL Pipeline Workflows

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    Zipstack/unstract's past year of commit activity
    Python 7,445 AGPL-3.0 756 40 (1 issue needs help) 79 Updated Nov 12, 2026
  • unstract-cli Public

    Unified CLI for Unstract suite of products

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    Zipstack/unstract-cli's past year of commit activity
    Python 1 MIT 1 1 0 Updated Nov 5, 2026
  • llm-whisperer-python-client Public

    Provides a simple and efficient way to interact with the LLMWhisperer API

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    Zipstack/llm-whisperer-python-client's past year of commit activity
    Python 30 MIT 10 0 1 Updated Nov 4, 2026
  • llmwhisperer-js-client Public

    Provides a simple and efficient way to interact with the LLMWhisperer API

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    Zipstack/llmwhisperer-js-client's past year of commit activity
    JavaScript 5 MIT 4 2 3 Updated Nov 4, 2026
  • deprecated-helm-values-manager Public

    Helm Values Manager is a Helm plugin designed to simplify configuration and secret management across multiple Kubernetes deployments. It provides an intuitive CLI to define, validate, and securely store configuration values for Helm-based applications.

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    Zipstack/deprecated-helm-values-manager's past year of commit activity
    Python 2 AGPL-3.0 1 8 (6 issues need help) 2 Updated Nov 2, 2026
  • visitran Public

    Agentic & No-Code Data Transformations

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    Zipstack/visitran's past year of commit activity
    Python 70 AGPL-3.0 6 0 11 Updated Nov 2, 2026
  • cla-action Public

    GitHub Action that enforces the Zipstack Contributor License Agreement on pull requests

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    Zipstack/cla-action's past year of commit activity
    JavaScript 0 MIT 0 0 0 Updated Oct 27, 2026
  • unstract-python-client Public

    Python client for the Unstract LLM-powered structured data extraction platform

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    Zipstack/unstract-python-client's past year of commit activity
    Python 6 MIT 3 1 (1 issue needs help) 1 Updated Sep 18, 2026
  • unstract-sdk Public archive

    A framework for writing Unstract Tools/Apps

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    Zipstack/unstract-sdk's past year of commit activity
    Python 25 AGPL-3.0 2 0 1 Updated Aug 11, 2026
  • mfbt-cli Public

    CLI/TUI for mfbt: move fast and build things!

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    Zipstack/mfbt-cli's past year of commit activity
    Python 1 MIT 0 0 1 Updated May 17, 2026
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