Unstract is a groundbreaking open-source, no-code platform that automates complex business processes involving lengthy, intricate documents that typically require human intervention. By leveraging cutting-edge artificial intelligence technology, particularly large language models, Unstract surpasses the capabilities of current Intelligent Document Processing (IDP) and Robotic Process Automation (RPA) systems. The platform also supports APIs and Extract-Transform-Load (ETL) pipelines for structuring unstructured documents.
How Unstract Works
Unstract harnesses the power of large language models to automate key business processes for complex documents in three simple steps:
Step 1: Document Processing
Add documents to the no-code Prompt Studio and perform prompt engineering to extract required fields.
Step 2: API or ETL Configuration
Configure the Prompt Studio project for API deployment or set up input sources and output destinations for an ETL pipeline.
Step 3: Workflow Deployment
Deploy the workflow as an unstructured data API or an unstructured data ETL pipeline.
The Unstract Ecosystem
Unstract’s powerful ecosystem consists of several key components that work together seamlessly:
Large Language Models
At the heart of Unstract are advanced large language models that enable the platform to understand and process complex documents with unparalleled accuracy.
Vector Databases
Vector databases play a crucial role in storing and retrieving embedded data, ensuring efficient and effective document processing.
Embeddings
Unstract utilizes embeddings to represent documents and their components in a high-dimensional space, enabling more accurate and contextual processing.
Text Extractors
The platform employs sophisticated text extractors to identify and extract relevant information from unstructured documents.
ETL Sources and Destinations
Unstract supports a wide range of ETL sources and destinations, allowing for seamless integration with existing systems and workflows.
Getting Started with Unstract
To use the Unstract platform, your system must have at least 8GB of memory. Before getting started, ensure you have the following prerequisites:
- Linux or MacOS (Intel or M-series)
- Docker
- Docker Compose
- Git
Running the Project
- Clone the project repository:
git clone https://github.com/Zipstack/unstract.git- Run the script:
./run-platform.sh- Access the project:
After successfully running therun-platform.shscript, openhttp://frontend.unstract.localhostin your browser and log in to the system usingunstractas both the username and password.
Conclusion
Unstract is a revolutionary no-code AI automation platform that empowers businesses to streamline complex document-based processes. By leveraging advanced language models and supporting APIs and ETL pipelines, Unstract offers capabilities that go beyond traditional RPA and IDP systems. With its user-friendly interface and powerful ecosystem, Unstract is poised to transform how organizations handle unstructured data and drive efficiency in their operations.
For more information and to explore the full potential of Unstract, visit the official GitHub repository: https://github.com/Zipstack/unstract
