title: 20211115-LIVEBuilding-Multi-Modal-Search-with-Vector-Databases date: 2023-11-15 tags:

  • ai
  • llm
  • vector_database

problem? 關鍵字搜尋

vector embeding

https://github.com/weaviate-tutorials/multimodal-workshop 可以直接使用openai 提供 或 self host

1.1

1.2

alpha: 1: 使用100%vector search 0.7:70% vector 0.3: keyword

2

Ref

  • https://www.youtube.com/watch?v=3WUobZryyok
  • https://github.com/weaviate-tutorials/multimodal-workshop
  • https://github.com/alanhc/multimodal-workshop
  • https://docs.google.com/presentation/d/1sS-bxJ-k9EuESH2VhpwnybY3QyV_9FdxHLmZLCSpuSM/edit#slide=id.g29ae64ebf98_0_5