FlagEmbedding/Tutorials

Tutorials

If you are new to here, check out the 5 minute quick start!

Embedding

This module includes tutorials and demos showing how to use BGE and Sentence Transformers, as well as other embedding related topics.

Similarity

In this part, we show popular similarity functions and techniques about searching.

Indexing

Although not included in the quick start, indexing is a very important part in practical cases. This module shows how to use popular libraries like Faiss and Milvus to do indexing.

Evaluation

In this module, we'll show the full pipeline of evaluating an embedding model, as well as popular benchmarks like MTEB and C-MTEB.

Reranking