MerchantryTidbits

rag-retrieval / library

flag-embedding

Capability: flag-embedding

Use it when

  • use flag-embedding for rag retrieval
  • when bge: one-stop retrieval toolkit for search and rag news installation quick start community projects model list contribut

What it solves

embedding-recall-poorcost-per-call-too-high

Not the fit when

  • hosted vector DB

Install

pip install FlagEmbedding

Invoke

FlagModel / BGEM3FlagModel encode queries and passages; improve dense retrieval quality offline.

Alternatives

No reviewed alternatives recorded yet.