Spectacle Health
An AI chatbot for navigating health insurance
- Role
- Cohort member
- Timeline
- Jan 2025 – May 2025
- Team
- Cohort team
- Tools
- PythonWeaviateHugging FaceDockerFastAPI
A production RAG pipeline + Weaviate vector DB with Hugging Face embeddings across 20+ document schemas.
Outcome · Shipped to client
The problem
Health-insurance documents are dense, inconsistent, and terrifying to search when you actually need an answer. Members give up before they find it.
What we built
An end-to-end RAG pipeline with semantic search over insurance documents, backed by a Dockerized Weaviate vector database and Hugging Face embeddings across 20+ document schemas.
Delivered the production system to the client.