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.. FlagEmbedding documentation master file, created by
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FlagEmbedding
=============
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.. image:: _static/img/BAAI_logo.png
:target: https://github.com/FlagOpen/FlagEmbedding
:width: 400
:align: center
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Welcome to FlagEmbedding documentation!
`FlagEmbedding <https://github.com/FlagOpen/FlagEmbedding>`_ focuses on retrieval-augmented LLMs,
developed with the support of the Beijing Academy of Artificial Intelligence (BAAI).
We are aiming to enhance text and multi-model retrieval by leveraging advanced embedding techniques.
- We provide high quality text embedding models and rerankers, with multi-language and multi-model, in `BGE <./bge/introduction.html>`_ series.
- We construct a benchmark for chinese text embedding `C-MTEB <./cmteb/introduction.html>`_, which has been merged into MTEB.
.. toctree::
:maxdepth: 1
:hidden:
Home <self>
.. toctree::
:hidden:
:maxdepth: 1
:caption: Introduction
Introduction/installation
Introduction/quick_start
.. toctree::
:hidden:
:maxdepth: 1
:caption: BGE
bge/introduction
bge/bge_v1
bge/llm_embedder
bge/bge_m3
bge/bge_icl
bge/bge_reranker
.. toctree::
:hidden:
:maxdepth: 1
:caption: Projects
projects/C-MTEB
projects/MLVU
projects/Visualized_BGE
.. toctree::
:hidden:
:maxdepth: 2
:caption: Tutorials
tutorial/1_Embedding
tutorial/2_Metrics
tutorial/3_Indexing
tutorial/4_Evaluation
tutorial/5_Reranking
tutorial/6_RAG