Multi-modal content processing
Process claims, invoices, contracts and other documents quickly and accurately by extracting information from unstructured content and mapping it to a structured format. This template supports text, images, tables and graphs.
Template details
This solution template extracts and structure data from multi-modal content with confidence scoring and user validation for faster, more accurate data ingestion. Quickly process claims, invoices, contracts, and other documents by converting unstructured content like text, images, tables, and graphs into structured formats. Ideal for use cases like contract, claims, and invoice processing and ID verification.
Key features
- Multi-modal content processing: Utilizes machine learning-based OCR for efficient text extraction and integrates GPT Vision for processing various content formats.
- Schema-based data transformation: Maps extracted content to custom or industry-defined schemas and outputs as JSON for interoperability
- Confidence scoring: Calculation of entity extraction and schema mapping processes for accuracy, providing scores to drive manual human-in-the-loop review, if desired
- Review, validate, update: Transparency in reviewing processing steps and final output - allowing for review, comparison to source asset, ability to modify output results, and annotation for historical reference
- API driven processing pipelines: API endpoints are available for external source systems to integrate event-driven processing workflows
Disclaimer
IMPORTANT! Solution templates are to assist your development of AI solutions for specific scenarios. Review all provided resources and carefully test all AI solution behavior in the context of your use case. Learn more in the transparency documents for Agent Service and Agent Framework . AI solutions you create may be subject to legal and regulatory requirements, may require licenses, or may not be suitable for all industries, scenarios, or use cases. By using any solution template, you are acknowledging that AI solutions or other output created using that template are solely your responsibility, and that you will comply with all applicable laws, regulations, and relevant safety standards, terms of service, and codes of conduct.
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winget install Microsoft.FoundryDevPack