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Documentation Index

Fetch the complete documentation index at: https://docs.abbyy.com/llms.txt

Use this file to discover all available pages before exploring further.

You’ve processed your first document and seen the results. Where you go next depends on what you want to build.

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For developers: integrate Vantage into your application

  1. Understand the output format — learn how to parse extracted fields, confidence scores, and table data in Understanding your results and the full JSON schema reference
  2. Process documents in batch — use separate API calls for more control over multi-document workflows
  3. Implement proper authentication — move beyond client credentials to Authorization Code Flow or ROPC for production deployments
  4. Add human review to your pipeline — integrate Manual Review so operators can verify low-confidence extractions before data reaches downstream systems
  5. Set up AI-assisted development — add the Vantage MCP server to Claude Code or VS Code Copilot for instant access to documentation while coding

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For business users: build and customize skills

  1. Browse the Skill Catalog — explore 100+ pre-trained skills for common document types
  2. Choose the right skill approach — learn the difference between Base, Derived, and New skills and when to use each
  3. Create a custom skill — build your own skill for document types not covered by pre-trained models
  4. Automate with Process Skills — set up automated document processing via SFTP so documents are extracted without manual uploads

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For automation builders: connect Vantage to your systems

  1. Set up automated ingestion — configure SFTP-based import so documents flow into Vantage automatically from shared folders
  2. Configure LLM connections — connect Vantage to OpenAI or Microsoft Foundry for AI-powered extraction
  3. Use prompt-based extraction — write natural language prompts to extract data from complex or unstructured documents in Advanced Designer
  4. Explore the full API — the API reference covers every endpoint for building custom integrations

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Full documentation map

Skill Catalog

Browse pre-trained skills, create derived skills, and manage your skill library.

Skill Designer

Build and train custom document skills with the low-code designer.

Advanced Designer

Fine-tune extraction with rules, NLP, and prompt-based activities.

API Reference

Full REST API documentation for authentication, processing, and reporting.