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FlagOpen
FlagEmbedding FlagOpen
591
8.0k
mit
50
Retrieval and Retrieval-augmented LLMs
llm embeddings sentence-embeddings information-retrieval text-semantic-similarity retrieval-augmented-generation
Created 2023-08-02
1,259 commits to master branch, last one 3 days ago
ddangelov
Top2Vec ddangelov
374
3.0k
bsd-3-clause
37
Top2Vec learns jointly embedded topic, document and word vectors.
bert top2vec text-search topic-search topic-vector topic-modeling semantic-search topic-modelling word-embeddings sentence-encoder document-embedding sentence-transformers text-semantic-similarity pre-trained-language-models
Created 2020-03-20
349 commits to master branch, last one about a month ago
xlang-ai
instructor-embedding xlang-ai
138
1.9k
apache-2.0
18
[ACL 2023] One Embedder, Any Task: Instruction-Finetuned Text Embeddings
embeddings language-model text-embedding text-reranking text-clustering text-evaluation prompt-retrieval text-classification information-retrieval text-semantic-similarity
Created 2022-12-17
124 commits to main branch, last one 3 months ago
zayedrais
DocumentSearchEngine zayedrais
21
54
unknown
3
Document Search Engine project with TF-IDF abd Google universal sentence encoder model
tfidf python juypter tensorflow text-search data-science deep-learning text-analysis document-search semantic-search machine-learning tfidf-vectorizer tensorflow-models document-similarity tfidf-text-analysis python-text-analysis tensorflow-tutorials semantic-search-engine text-semantic-similarity universal-sentence-encoder
Created 2020-01-26
13 commits to master branch, last one 4 years ago