Skip to content

ddmitov/fupi

Repository files navigation

Fupi

Fupi is a serverless multilingual semantic search system based on LanceDB.

Once upon a time a giraffe calf was orphaned during a severe drought and was saved thanks to the kindness and efforts of the local community and a knowledgeable animal whisperer. Named Fupi, he became so attached to his rescuer that he visited him frequently long after he recuperated and was set free.

Today we use complex machine learning technologies thanks to the knowledge, persistence and efforts of many people. Just like the small Fupi, we should always be thankful to them for their goodwill and contributions!

Design Objectives

  • 1. Multilingual (Cross-Language) Semantic Search:
    ability to search using one language in texts of another language
  • 2. Usability in serverless or scale-to-zero applications for low operational costs
  • 3. Adaptability to different cloud environments or on-premise systems
  • 4. No dependency on AI as a service (AIaaS) for production of embeddings
  • 5. No dependency on software as a service (SaaS) for storage of embeddings

This program is licensed under the terms of the Apache License 2.0.

Author

Dimitar D. Mitov, 2024

About

Serverless multilingual semantic search based on LanceDB

Topics

Resources

License

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published