ethicalByte1443/Insurance-AI-Agent-RAG-Based
An intelligent full-stack insurance claim decision-making system that combines FastAPI backend with React TypeScript frontend, powered by Hugging Face Transformers and Gemma LLM. This AI agent analyzes insurance clauses and customer queries to predict whether a claim should be Approved or Rejected, along with justification and estimated amounts.
This system helps insurance professionals quickly determine if a claim should be approved or rejected. You upload an insurance policy document and then ask natural language questions about a customer's claim. It processes the policy and your query to provide a decision, estimated amount, and clear justification based on the policy clauses. It's designed for claims adjusters, customer service representatives, or legal teams who handle insurance claims.
Use this if you need to rapidly assess insurance claims against complex policy documents and require clear, AI-driven justifications for approval or rejection.
Not ideal if you primarily handle claims that don't rely on policy document analysis or if your organization's compliance restricts the use of AI for claim decisions without human override.
Stars
21
Forks
1
Language
TypeScript
License
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Category
Last pushed
Oct 30, 2025
Commits (30d)
0
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