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FlagOpen/FlagEmbedding

FlagEmbedding

Retrieval and Retrieval-augmented LLMs

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Builder

FlagOpen

FlagOpen

FlagOpen • individual

Stars

11,741

Using upstream star count

Forks

881

Using upstream fork count

Open Issues

0

Activity Score

0/100

0 commits in 30d

Created

Aug 2, 2023

Project creation date

README Summary

[<img src="./imgs/FlagOpen.png">](https://flagopen.baai.ac.cn/)

Community Evaluation

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AI Dev Skills

Unmapped

BERT-based ArchitecturesCross-encoder RerankingDense RetrievalInformation RetrievalMulti-language EmbeddingsRetrieval-Augmented GenerationSemantic SearchText Embedding ModelsTransformer Fine-tuningVector Similarity Search

Tags

BERT-based ArchitecturesCross-encoder RerankingDense RetrievalInformation RetrievalMulti-language EmbeddingsRetrieval-Augmented GenerationSemantic SearchText Embedding ModelsTransformer Fine-tuningVector Similarity SearchBenchmarkingControlNetCurated ListDistillationEmbeddingsEvalsFine-TuningForkedGemmaHuggingFaceImage GenerationLangChainLarge Language ModelsLlamaIndexLoRA / PEFTMachine LearningMergeKitMultimodal AIRAGRerankingResearch / PapersRoadmapSynthetic DataTutorial

Taxonomy

AI Trends

Retrieval-Augmented GenerationCompound AI SystemsFoundation Model IntegrationMulti-language AI

category

RAG & RetrievalFoundation ModelsAI AgentsModel TrainingEvals & BenchmarkingGenerative MediaLearning Resources

Deployment Context

Self-hostedCloud APIOn-premise

Modalities

Text

Skill Areas

Retrieval-Augmented GenerationText Embedding ModelsSemantic SearchDense RetrievalVector Similarity SearchInformation RetrievalTransformer Fine-tuningCross-encoder RerankingMulti-language EmbeddingsBERT-based Architectures

tag

ActiveBenchmarkingControlNetCurated ListDistillationEmbeddingsEvalsFine-TuningForkedGemmaHuggingFaceImage GenerationLangChainLarge Language ModelsLlamaIndexLoRA / PEFTMachine LearningMergeKitMultimodal AIRAGRerankingResearch / PapersRoadmapSemantic SearchSynthetic DataTutorial

Use Cases

Document Question AnsweringKnowledge Base SearchSemantic Document RetrievalCross-lingual Information RetrievalEnterprise Search SystemsChatbot Knowledge IntegrationResearch Paper DiscoveryFAQ Matching

Recent Activity

Updated 2 months ago

7 Days

0

30 Days

0

90 Days

14

Merge pull request #1568 from lnxtree/feat-fix-embedder_use_bf16

Jianlyu Chen • Mar 27, 2026

f17476f

Merge branch 'FlagOpen:master' into feat-fix-embedder_use_bf16

lnxtree • Mar 26, 2026

7e53f57

fix(eval): pass use_bf16 through AbsEvalRunner.get_model and COIR evaluator model initialization

lnxtree • Mar 26, 2026

2ff964e

Quality

production
Quality
high
Maturity
production

Categories

RAG & RetrievalPrimaryEvals & BenchmarkingLearning ResourcesFoundation ModelsAI AgentsModel TrainingGenerative MediaMultimodal AISearch & KnowledgeOther AI / ML

PM Skills

User ExperienceData & EvaluationProduct Discovery

Languages

Python100.0%

Timeline

Project created
Aug 2, 2023
Forked
Mar 29, 2026
Your last push
2 months ago
Upstream last push
1 months ago
Tracked since
Mar 27, 2026

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