ClaimIQ

Lightweight FNOL extraction, validation, and routing API for the Synapx assessment.

What It Does

• Accepts PDF, TXT, and DOCX FNOL uploads.
• Extracts claim fields with Gemini or Anthropic when an API key is configured.
• Falls back to regex extraction so the app still runs without an AI key.
• Validates missing mandatory fields.
• Routes claims to Fast-track, Manual Review, Investigation Flag, Specialist Queue, or Standard Review.
• Lets users view and customize routing rules through /rules.

Run

venv\Scripts\activate
uvicorn main:app --reload

Open http://127.0.0.1:8000 for the upload page, or use the API docs at http://127.0.0.1:8000/docs.

API

• POST /claims/validate: multipart upload field named file.
• GET /rules: returns the active validation and routing rules.
• PUT /rules: replaces the active rules JSON.
• POST /rules/validate: validates an existing extractedFields payload against current rules.

Optional AI Keys

Create a .env file in the project root with either key:

GEMINI_API_KEY=your_key
ANTHROPIC_API_KEY=your_key

If both are present, Gemini is tried first, then Anthropic, then regex fallback.

Testing

create text file to text file to test and got result as accesspted and added a test model to check the availablitiy of model gemini-3.1-flash-lite