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.. FlagEmbedding documentation master file, created by
sphinx-quickstart on Sat Oct 12 13:27:49 2024.
You can adapt this file completely to your liking, but it should at least
contain the root `toctree` directive.
BAAI General Embedding
======================
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.. image:: _static/img/bge_logo.jpg
:target: https://github.com/FlagOpen/FlagEmbedding
:width: 500
:align: center
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Welcome to BGE documentation!
We aim for building one-stop retrieval toolkit for search and RAG.
Besides the resources we provide here in this documentation, please visit our `GitHub repo <https://github.com/FlagOpen/FlagEmbedding>`_ for more contents including:
- Want to get familiar with BGE quickly? There are hands-on `examples <https://github.com/FlagOpen/FlagEmbedding/tree/068e86f58eccc3107aacb119920de8dba9caa913/examples>`_ to run for embedder and reranker's inference, evaluation, and finetuning.
- Unfamiliar with some area, keywords or techniques of retrieval and RAG? We provide `tutorials <https://github.com/FlagOpen/FlagEmbedding/tree/068e86f58eccc3107aacb119920de8dba9caa913/Tutorials>`_ to teach you basic knowledge and coding tips.
- Interested in research topics that expanding from BGE and retrieval? Our `research <https://github.com/FlagOpen/FlagEmbedding/tree/068e86f58eccc3107aacb119920de8dba9caa913/research>`_ folder contains many exciting topics for you to explore.
BGE is developed by Beijing Academy of Artificial Intelligence (BAAI).
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.. image:: _static/img/BAAI_logo.png
:target: https://github.com/FlagOpen/FlagEmbedding
:width: 300
:align: center
.. toctree::
:maxdepth: 1
:hidden:
Home <self>
.. toctree::
:hidden:
:maxdepth: 1
:caption: Introduction
Introduction/installation
Introduction/quick_start
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:hidden:
:maxdepth: 5
:caption: API
API/abc
API/inference
API/evaluation
API/finetune
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:maxdepth: 2
:caption: Tutorials
tutorial/1_Embedding
tutorial/2_Metrics
tutorial/3_Indexing
tutorial/4_Evaluation
tutorial/5_Reranking
tutorial/6_RAG