embeddings

Private chat with local GPT with document, images, video, etc. 100% private, Apache 2.0. Supports oLLaMa, Mixtral, llama.cpp, and more. Demo:https://gpt.h2o.ai/https://gpt-docs.h2o.ai/

pdf ai embeddings private gpt generative llm chatgpt gpt4all vectorstore privategpt llama2 mixtral

UpdatedMay 25, 2025
Python

neuml /txtai

Star11.2k

💡 All-in-one open-source AI framework for semantic search, LLM orchestration and language model workflows

python search nlp search-engine machine-learning information-retrieval ai transformers embeddings artificial-intelligence language-model semantic-search sentence-embeddings rag vector-search vector-database txtai large-language-models llm retrieval-augmented-generation

UpdatedJul 16, 2025
Python

FlagOpen /FlagEmbedding

Star10.2k

Retrieval and Retrieval-augmented LLMs

information-retrieval embeddings sentence-embeddings text-semantic-similarity llm retrieval-augmented-generation

UpdatedJul 15, 2025
Python

langchain4j /langchain4j

Star8.4k

Java version of LangChain

java embeddings gemini openai chroma llama gpt pinecone onnx weaviate huggingface milvus vector-database openai-api chatgpt langchain anthropic pgvector ollama

UpdatedJul 18, 2025
Java

postgresml /postgresml

Star6.4k

Postgres with GPUs for ML/AI apps.

postgres machine-learning sql ai clustering ml regression embeddings artificial-intelligence forecasting classification ann approximate-nearest-neighbor-search knn rag vector-database llm

UpdatedJul 1, 2025
Rust

KevinMusgrave /pytorch-metric-learning

Star6.2k

The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.

machine-learning computer-vision deep-learning pytorch embeddings metric-learning image-retrieval deep-metric-learning self-supervised-learning contrastive-learning

UpdatedApr 20, 2025
Python

Modern columnar data format for ML and LLMs implemented in Rust. Convert from parquet in 2 lines of code for 100x faster random access, vector index, and data versioning. Compatible with Pandas, DuckDB, Polars, Pyarrow, and PyTorch with more integrations coming..

python rust data-science machine-learning computer-vision deep-learning embeddings dataops data-analytics data-analysis data-format apache-arrow data-centric mlops duckdb llms

UpdatedJul 18, 2025
Rust

shibing624 /text2vec

Star4.8k

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。

nlp word2vec text-similarity similarity embeddings sentence-embeddings text2vec

UpdatedJun 13, 2025
Python

Marker-Inc-Korea /AutoRAG

Star4.1k

AutoRAG: An Open-Source Framework for Retrieval-Augmented Generation (RAG) Evaluation & Optimization with AutoML-Style Automation

python open-source qa benchmarking ops pipeline analysis optimization evaluation embeddings automl document-parser rag llm retrieval-augmented-generation llm-ops llm-evaluation rag-evaluation

UpdatedJul 4, 2025
Python

brianpetro /obsidian-smart-connections

Star3.9k

Chat with your notes & see links to related content with AI embeddings. Use local models or 100+ via APIs like Claude, Gemini, ChatGPT & Llama 3

embeddings gemini obsidian claude obsidian-plugin chatgpt llama3

UpdatedJul 17, 2025
JavaScript

huggingface /text-embeddings-inference

Star3.8k

A blazing fast inference solution for text embeddings models

ai ml embeddings huggingface llm

UpdatedJul 9, 2025
Rust

tensorflow /hub

Star3.5k

A library for transfer learning by reusing parts of TensorFlow models.

python machine-learning tensorflow ml embeddings image-classification transfer-learning

UpdatedJan 17, 2025
Python

lightly-ai /lightly

Star3.5k

A python library for self-supervised learning on images.

machine-learning computer-vision deep-learning pytorch embeddings hacktoberfest contributions-welcome self-supervised-learning contrastive-learning

UpdatedJul 18, 2025
Python

towhee-io /towhee

Star3.4k

Towhee is a framework that is dedicated to making neural data processing pipelines simple and fast.

machine-learning computer-vision pipeline image-processing embeddings transformer video-processing feature-extraction convolutional-networks vit feature-vector image-retrieval unstructured-data embedding-vectors milvus vision-transformer towhee llm

UpdatedOct 18, 2024
Python

filipecalegario /awesome-generative-ai

Star3k

A curated list of Generative AI tools, works, models, and references

awesome embeddings openai awesome-list text-to-image semantic-search ai-art dall-e gpt-4 llm dalle2 midjourney prompt-engineering txt2img stable-diffusion generative-ai chatgpt llm-agent

UpdatedJun 3, 2025

hegelai /prompttools

Star2.9k

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).

python machine-learning deep-learning embeddings developer-tools vector-search large-language-models prompt-engineering llms

UpdatedAug 15, 2024
Python

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