#1
Retrieval and Retrieval-augmented LLMs
12K starsApr 22, 2026 pushrag-knowledgePythonEmbeddings
$ npx skills add FlagOpen/FlagEmbeddingAlternatives
Multi Class Text Classification Cnn Rnn alternatives for AI agents.
Compare similar skills by workflow fit, trust score, quality, GitHub adoption, maintenance, and install readiness.
Current skill
Multi Class Text Classification Cnn Rnn
Classify Kaggle San Francisco Crime Description into 39 classes. Build the model with CNN, RNN (GRU and LSTM) and Word Embeddings on Tensorflow.
85
Quality
88
Trust
603
Stars
#2
text2vec, text to vector. 文本向量表征工具，把文本转化为向量矩阵，实现了Word2Vec、RankBM25、Sentence-BERT、CoSENT等文本表征、文本相似度计算模型，开箱即用。
5.0K starsFeb 14, 2026 pushrag-knowledgePythonEmbeddings
$ npx skills add shibing624/text2vec#3
Named Entity Recognition using multilayered bidirectional LSTM
538 starsMar 10, 2019 pushrag-knowledgePythonEmbeddings
$ npx skills add monikkinom/ner-lstm#4
Fast State-of-the-Art Static Embeddings
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$ npx skills add MinishLab/model2vec#5
Open-source tools for prompt testing and experimentation, with support for both LLMs (e.g. OpenAI, LLaMA) and vector databases (e.g. Chroma, Weaviate, LanceDB).
3.0K starsFeb 11, 2026 pushrag-knowledgePythonEmbeddings
$ npx skills add hegelai/prompttools#6
Predict stock market prices using RNN model with multilayer LSTM cells + optional multi-stock embeddings.
2.0K starsJul 28, 2022 pushrag-knowledgePythonEmbeddings
$ npx skills add lilianweng/stock-rnn#7
Implementation of triplet loss in TensorFlow
1.1K starsMay 9, 2019 pushrag-knowledgePythonEmbeddings
$ npx skills add omoindrot/tensorflow-triplet-loss#8
Data augmentation for NLP, presented at EMNLP 2019
1.7K starsMar 19, 2023 pushrag-knowledgePythonEmbeddings
$ npx skills add jasonwei20/eda_nlp#9
100+ Chinese Word Vectors 上百种预训练中文词向量
12K starsOct 30, 2023 pushrag-knowledgePythonEmbeddings
$ npx skills add Embedding/Chinese-Word-Vectors#10
Solves basic Russian NLP tasks, API for lower level Natasha projects
1.3K starsApr 13, 2026 pushrag-knowledgePythonEmbeddings
$ npx skills add natasha/natasha#11
Bringing BERT into modernity via both architecture changes and scaling
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$ npx skills add AnswerDotAI/ModernBERT#12
Implementation of the node2vec algorithm.
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$ npx skills add eliorc/node2vec#13
Nomic Developer API SDK
1.9K starsNov 11, 2025 pushrag-knowledgePythonEmbeddings
$ npx skills add nomic-ai/nomic#14
A tool for learning vector representations of words and entities from Wikipedia
966 starsMay 3, 2024 pushrag-knowledgePythonEmbeddings
$ npx skills add wikipedia2vec/wikipedia2vec#15
[ACL 2023] One Embedder, Any Task: Instruction-Finetuned Text Embeddings
2.0K starsJan 15, 2025 pushrag-knowledgePythonEmbeddings
$ npx skills add xlang-ai/instructor-embedding#16
Pre-trained subword embeddings in 275 languages, based on Byte-Pair Encoding (BPE)
1.2K starsOct 1, 2024 pushrag-knowledgePythonEmbeddings
$ npx skills add bheinzerling/bpembHow to choose
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