Skip to content

An implementation of Semantic Search with HuggingFace Transformer over movies dataset wrapped as FastAPI

License

Notifications You must be signed in to change notification settings

SupreethKunder/GenAI-MovieFinder

Repository files navigation

GenAI-MovieFinder (E2E)

An implementation of Semantic Search with HuggingFace Transformer over movies dataset wrapped as FastAPI

Services Used:

  • Redis
  • MongoDB & Atlas VectorSearch
  • Auth0
  • Docker

Feature(s):

  • Semantic Search using HuggingFace Transformer (all-MiniLM-L6-v2)
  • MongoDB Atlas as Vector Store & Vector Search
  • Wrapped as a FastAPI service
  • Includes unit test cases

Additional feature(s):

  • Authentication with Auth0
  • Rate Limiters (Sliding Window)
  • Poetry Dependencies & Packaging
  • CSRF Protection & Idempotecy

About

An implementation of Semantic Search with HuggingFace Transformer over movies dataset wrapped as FastAPI

Resources

License

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published