Extract structured invoice data from images and PDFs using Gemini and GPT-4o vision. Enforce type-safe outputs with Pydantic validation, zero-shot document classification, and automatic intent detection.
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- Use vision-enabled LLMs to extract structured data from images and PDFs
- Enforce type-safe structured outputs with Pydantic validation
- Classify documents without training data using zero-shot learning
- Automatically detect document types and intents
- Gemini / GPT-4o - Vision-enabled large language models
- Pydantic - Type-safe structured data extraction
- FastAPI - High-performance async Python web framework
- Docker - Containerized development
make dev # One command to set up and runOpen http://localhost:8000/docs for the interactive API docs.
- Multi-Currency Support - Dynamic currency detection and conversion
- Confidence Scores - Extraction confidence validation
- Line Item Categorization - Automatic categorization pipeline
- Start the course: learnwithparam.com/courses/vision-llm-data-extraction
- AI Bootcamp for Software Engineers: learnwithparam.com/ai-bootcamp
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