ClicheFactory is a platform designed to extract schema-validated JSON data from a range of document formats, including PDFs, scans, Office documents, EML, and plain text files. It addresses the challenge of converting unstructured or semi-structured documents into structured, typed JSON that conforms to user-defined JSON Schemas or batch model definitions. Users can submit documents and a schema via a single API call or through the Python SDK, CLI, or a web-based UI, and receive structured data that is ready for use in databases or downstream applications.
The service supports extraction from multiple file types such as PDF, JPG, PNG, DOC, DOCX, ODT, Excel, CSV, EML, WebP, GIF, BMP, Markdown, and TXT. Its engine automatically handles OCR and field mapping, requiring no preprocessing from the user. For long documents, the Python SDK can chunk and merge content for extraction. ClicheFactory offers a zero-code labeling UI that generates a type-validated web interface for reviewers, enabling non-technical team members or domain experts to verify and label data without building internal tools. The platform also supports training custom extraction pipelines using labeled examples and allows users to bring their own LLM API keys, supporting providers such as OpenAI, Gemini, or Anthropic. Trained pipelines can be deployed as artifacts and used across the SDK, CLI, or API. For users seeking strict privacy, a Local Mode is available, enabling document processing on their own hardware without sending data to ClicheFactory servers.
Developers can integrate ClicheFactory into their workflows using the REST API, Python SDK, CLI, or MCP Server, and the platform is compatible with CI/CD pipelines and shell scripts. It is schema-driven, supporting number, multiline text, and date inputs, and ensures type validation at extraction. The pricing model is pay-as-you-go, with 50 free pages available to start and no subscription required. Credits are purchased as needed and do not expire. , registered in Slovenia, with payments processed by Paddle.
As a schema-first document data extraction tool, ClicheFactory is suited for developers, data teams, and organizations needing structured, validated data from a variety of document sources, while offering flexibility in deployment and privacy options.
In the Frameworks & SDKs space, clichefactory takes a focused approach. It focuses on extracting structured data from documents using a programmable SDK or CLI. It is built as an open-source project for developers. clichefactory is open source under the MIT license. It runs on the web, the command line, and API, and it can be self-hosted.
It is developed by ClicheFactory, and the product first shipped in 2026. Development happens publicly on GitHub with 21 commits in the last 90 days. Key capabilities include CLI interface, Python SDK, and document extraction.
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