embeddings

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supabase / supabase

The Postgres development platform. Supabase gives you a dedicated Postgres database to build your web, mobile, and AI applications.

alternative postgres firebase oauth2 database ai example nextjs websockets realtime postgresql auth postgis embeddings postgrest vectors deno supabase pgvector

Updated Sep 9, 2025
TypeScript

chroma-core / chroma

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Open-source search and retrieval database for AI applications.

rust database ai embeddings rust-lang document-retrieval rag vector-database llm llms

Updated Sep 9, 2025
Rust

Embedding / Chinese-Word-Vectors

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100+ Chinese Word Vectors 上百种预训练中文词向量

word-embeddings embeddings chinese embedding chinese-word-segmentation vectors-trained

Updated Oct 30, 2023
Python

h2oai / h2ogpt

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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

Updated May 25, 2025
Python

neuml / txtai

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

Updated Sep 2, 2025
Python

FlagOpen / FlagEmbedding

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Retrieval and Retrieval-augmented LLMs

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

Updated Sep 4, 2025
Python

LangChain4j is an open-source Java library that simplifies the integration of LLMs into Java applications through a unified API, providing access to popular LLMs and vector databases. It makes implementing RAG, tool calling (including support for MCP), and agents easy. LangChain4j integrates seamlessly with various enterprise Java frameworks.

Updated Sep 9, 2025
Java

apache / seatunnel

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SeaTunnel is a multimodal, high-performance, distributed, massive data integration tool.

streaming real-time offline high-performance apache embeddings batch data-integration elt cdc change-data-capture data-ingestion multimodal llm

Updated Sep 9, 2025
Java

postgresml / postgresml

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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

Updated Jul 1, 2025
Rust

KevinMusgrave / pytorch-metric-learning

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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

Updated Aug 17, 2025
Python

lancedb / lance

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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..