embeddings

A persistent, unified memory layer for all your AI agents (e.g. Claude Code, Codex, DSH), backed by Markdown and Milvus.

Dealing with all unstructured data, such as reverse image search, audio search, molecular search, video analysis, question and answer systems, NLP, etc.

The collection of pre-trained, state-of-the-art AI models for ailia SDK

Distributed vector search for AI-native applications

AI-powered cross-platform e-book reader with semantic search, RAG chat, local vector store, notes, TTS, and WebDAV sync.

This repository is deprecated and will be archived

Fast State-of-the-Art Static Embeddings

The open-source RAG platform: built-in citations, deep research, 22+ file formats, partitions, MCP server, and more.

[ACL 2023] One Embedder, Any Task: Instruction-Finetuned Text Embeddings

The Virtual Feature Store. Turn your existing data infrastructure into a feature store.

Text-To-Speech, RAG, and LLMs. All local!

Nomic Developer API SDK

Semantic search and document parsing tools for the command line

A robust, all-in-one GPT interface for Discord. ChatGPT-style conversations, image generation, AI-moderation, custom indexes/knowledgebase, youtube summarizer, and more!

Semantic Search & Call Graphs for AI Agents (100% Local)

中文长文本分类、短句子分类、多标签分类、两句子相似度（Chinese Text Classification of Keras NLP, multi-label classify, or sentence classify, long or short），字词句向量嵌入层（embeddings）和网络层（graph）构建基类，FastText，TextCNN，CharCNN，TextRNN, RCNN, DCNN, DPCNN, VDCNN, CRNN, Bert, Xlnet, Albert, Attention, DeepMoji, HAN, 胶囊网络-CapsuleNet, Transformer-encode, Seq2seq, SWEM, LEAM, TextGCN

Bringing BERT into modernity via both architecture changes and scaling

LLPhant - A comprehensive PHP Generative AI Framework using OpenAI GPT 4. Inspired by Langchain

All-in-one training for vision models (YOLO, ViTs, RT-DETR, DINOv3): pretraining, fine-tuning, distillation.

Hivemind turns your traces into reusable skills across agents

This repository contains examples for customers to get started using the Amazon Bedrock Service. This contains examples for all available foundational models

Korvus is a search SDK that unifies the entire RAG pipeline in a single database query. Built on top of Postgres with bindings for Python, JavaScript, Rust and C.

Persian NLP Toolkit

Solves basic Russian NLP tasks, API for lower level Natasha projects

Awesome-LLM-RAG: a curated list of advanced retrieval augmented generation (RAG) in Large Language Models

local-first semantic code search engine

Implementation of the node2vec algorithm.

A python package to run contextualized topic modeling. CTMs combine contextualized embeddings (e.g., BERT) with topic models to get coherent topics. Published at EACL and ACL 2021 (Bianchi et al.).

GPU-accelerated force graph layout and rendering

Pre-trained subword embeddings in 275 languages, based on Byte-Pair Encoding (BPE)