How kiran-255666/msfde-uc007-fs-lab works
This is a motor-claims preparation workspace: a handler processes a claim’s mixed evidence, reviews extracted facts and policy-grounded findings, then records whether to accept, amend, or reject the preparation. The documented backend stages are ingestion/classification, document extraction, photo assessment, rule validation, and agent summarization; the React workspace presents the result and captures the human review. External AI and policy-retrieval links reflect the README and agent/analyzer descriptions; unsampled API and storage internals are represented only at their documented boundaries.
Main entry points: pipeline.py Processing pipeline · api.py Claims API · App.jsx Workspace app · ClaimDetail.jsx Claim review
Components 16
Claim processing
- Processing pipeline
backend/pipeline.py - Document analyzers
backend/analyzers.py - Photo assessment
backend/vision.py - Validation rules
backend/validation.py - Claims agent
backend/claims_agent.py
Handler workspace
- Claims API
backend/api.py - Workspace app
frontend/src/App.jsx - Claim review
frontend/src/components/ClaimDetail.jsx - Handler decision
frontend/src/components/DecisionPanel.jsx
Claim data
- Claim evidence
data/claims - Claim and decision store
backend/store.py
AI and policy
- Content Understanding
- Vision model
- Policy corpus
reference/policies - Policy retrieval MCP
Other components
- Claims handler
Connections 17
- Claims handler → Workspace app: uses
- Workspace app → Claims API: loads and starts
- Workspace app → Claim review: selects claim
- Claim review → Claims API: loads review
- Claim review → Handler decision: offers decision
- Handler decision → Claims API: submits review
- Claims API → Processing pipeline: processes claim
- Claims API → Claim and decision store: reads and writes
- Processing pipeline → Claim evidence: reads files
- Processing pipeline → Document analyzers: classifies and extracts
- Processing pipeline → Photo assessment: assesses photos
- Processing pipeline → Validation rules: checks extracted facts
- Processing pipeline → Claims agent: prepares summary
- Document analyzers → Content Understanding: submits documents
- Photo assessment → Vision model: assesses images
- Claims agent → Policy retrieval MCP: retrieves policy
- Policy retrieval MCP → Policy corpus: searches corpus