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sentence-transformers
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MTEB: State-of-the-art evaluation of embeddings across languages and modalities
benchmark information-retrieval retrieval text-classification clustering evaluation embeddings sts semantic-search reranking text-embedding multimodal neural-search sentence-transformers sbert multilingual-nlp low-resource-nlp bitext-mining mteb
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Sep 1, 2026 - Python
Top2Vec learns jointly embedded topic, document and word vectors.
word-embeddings topic-modeling semantic-search bert text-search topic-search document-embedding topic-modelling text-semantic-similarity sentence-encoder pre-trained-language-models topic-vector sentence-transformers top2vec
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Nov 14, 2024 - Python
Efficient few-shot learning with Sentence Transformers
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May 26, 2026 - Jupyter Notebook
A Heterogeneous Benchmark for Information Retrieval. Easy to use, evaluate your models across 15+ diverse IR datasets.
nlp elasticsearch benchmark information-retrieval deep-learning retrieval pytorch dataset bert dpr passage-retrieval question-generation rag sentence-transformers sbert zero-shot-retrieval colbert retrieval-models llm
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Oct 16, 2025 - Python
Fast State-of-the-Art Static Embeddings
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Sep 1, 2026 - Python
Efficient Retrieval Augmentation and Generation Framework
nlp benchmark information-retrieval transformers knowledge-graph question-answering summarization multi-modal semantic-search diffusion sentence-transformers colbert llm generative-ai
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Jan 12, 2026 - Python
On-premises conversational RAG with configurable containers
docker ai docker-compose mcp claude huggingface sentence-transformers qdrant langchain ollama custom-gpts model-context-protocol
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Jan 22, 2026 - Python
An editing tool that uses AI to transcribe, understand content and search for anything in your footage, integrated with ChatGPT and other AI models
ai video-processing speech-recognition editing gpt filmmaking davinci-resolve sentence-transformers film-editing chatgpt
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Jul 28, 2026 - Python
Running Llama 2 and other Open-Source LLMs on CPU Inference Locally for Document Q&A
python nlp machine-learning natural-language-processing cpu deep-learning transformers llama language-models faiss sentence-transformers cpu-inference large-language-models llm chatgpt langchain document-qa open-source-llm c-transformers llama-2
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Nov 6, 2023 - Python
Empower Large Language Models (LLM) using Knowledge Graph based Retrieval-Augmented Generation (KG-RAG) for knowledge intensive tasks
bioinformatics biomedical-informatics knowledge-graph llama gpt knowledge-base context-aware bioinformatics-algorithms biomedical-applications rag bert-models sentence-transformers gpt4 prompt-tuning large-language-models llm prompt-engineering gpt35turbo retrieval-augmented-generation llama2
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Nov 9, 2024 - Jupyter Notebook
unified embedding model
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Sep 1, 2023 - Python
Code for the NAACL 2022 long paper "DiffCSE: Difference-based Contrastive Learning for Sentence Embeddings"
representation-learning sentence-similarity sentence-embeddings self-supervised-learning contrastive-learning sentence-transformers
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Jul 12, 2026 - Python
Local-first persistent memory for AI coding agents (Claude Code, Cursor, Codex) over MCP. Decisions, lessons and facts live in one SQLite file on your disk. Offline, multilingual.
python privacy memory sqlite mcp knowledge-graph cursor semantic-search bm25 codex ai-agents rag vector-search local-first sentence-transformers llm lancedb ai-memory model-context-protocol claude-code
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Aug 24, 2026 - Python
MinT: Minimal Transformer Library and Tutorials
transformers tutorials pytorch transformer bart gpt bert opt roberta gpt2 t5 transformer-models sentence-transformers
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Jul 26, 2022 - Python
This repository contains an easy and intuitive approach to few-shot classification using sentence-transformers or spaCy models, or zero-shot classification with Huggingface.
nlp machine-learning natural-language-processing text-classification nlu spacy hacktoberfest sentence-transformers few-shot-classifcation
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Jan 20, 2025 - Python
Optimize Document Retrieval with Fine-Tuned KnowledgeBases
knowledge-base embedding-models fine-tuning synthetic-dataset-generation sentence-transformers retrieval-augmented-generation
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Nov 5, 2025 - Python
Open Source Text Embedding Models with OpenAI Compatible API
python opensource aws-lambda embeddings openai serverless-framework universal-sentence-encoder fastapi huggingface text-embeddings sentence-transformers langchain langchain-python
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Jul 13, 2024 - Python
sentence-transformers to onnx 让sbert模型推理效率更快
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Mar 11, 2022 - Python
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