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awesome-text-embeddings

A curated list of text embedding models, benchmarks, and tools for semantic search, retrieval, and classification.
https://github.com/metawake/awesome-text-embeddings

Last synced: 3 days ago
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Programming Languages
Python 6 Rust 2
Categories
General Purpose 18 Tools & Evaluation 12 Resources 11 Specialized 11 Horizon 7 Rerankers 6 Quick Picks 5 Related Lists 4 Benchmarks & Leaderboards 3 License 1
Sub Categories
Open Source 12 Domain-Specific 10 Papers 10 Tutorials 6 API Services 6 Local Inference 6 Multimodal Embeddings 5 Multilingual 4 Benchmarking & Comparison 3 Fine-tuning 3 Code Embeddings 2 Late Chunking 2 LLM-Based Embeddings 2 Unified Generation + Embedding 1 Long-Context 1
Keywords
embeddings 5 information-retrieval 5 llm 4 sentence-transformers 3 nlp 3 benchmark 3 sentence-embeddings 3 retrieval 3 dataset 2 vector-search 2 retrieval-augmented-generation 2 rag 2 sbert 2 semantic-search 2 huggingface 2 neural-search 1 reranking 1 multimodal 1 multilingual-nlp 1 mteb 1 low-resource-nlp 1 evaluation 1 clustering 1 bitext-mining 1 text-semantic-similarity 1 openai 1 text-embeddings 1 bert-embeddings 1 ml 1 ai 1 vector-search-engine 1 vector-database 1 similarity-search 1 search-engine 1 nearest-neighbor-search 1 embeddings-similarity 1 embedding-similarity 1 approximate-nearest-neighbor-search 1 multilingual 1 zero-shot-retrieval 1 retrieval-models 1 question-generation 1 pytorch 1 passage-retrieval 1 elasticsearch 1 dpr 1 deep-learning 1 colbert 1 bert 1 semantic-similarity 1