Embedding

Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search

Qdrant - High-performance, massive-scale Vector Database and Vector Search Engine for the next generation of AI. Also available in the cloud https://cloud.qdran…

Open-source LLM knowledge platform: turn raw documents into a queryable RAG, an autonomous reasoning agent, and a self-maintaining Wiki.

Use PEFT or Full-parameter to CPT/SFT/DPO/GRPO 600+ LLMs (Qwen3.6, DeepSeek-V4, GLM-5.1, InternLM3, Llama4, ...) and 300+ MLLMs (Qwen3-VL, Qwen3-Omni, InternVL3…

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

Memory library for building stateful agents

High-performance data engine for AI and multimodal workloads. Process images, audio, video, and structured data at any scale

One delightful Ruby framework for every major AI provider. Build AI agents, chatbots, RAG apps, and multimodal workflows in beautiful, expressive code.

A python library for self-supervised learning on images.

Open-source inference server and production cluster for all the models your agent needs.

Redis Vector Library (RedisVL) -- the AI-native Python client for Redis.

QVAC - Local AI SDK and libraries for building private, cross-platform, peer-to-peer AI applications. Run LLMs, speech-to-text, translation, and more locally on…

Self-hosted AI RAG + MCP Platform

Voice notes for iPhone and macOS - 100% Rust, Dioxus, local-first (SQLite + LanceDB + RIG)

Modular Python SDK and monorepo for AI agents, LLM integrations, tools, parsers, embeddings, vector stores, and extensible application workflows.

A high-performance AI Gateway written in Rust — call 100+ LLM APIs using OpenAI format

Open-source 3D AI agent framework — GLB/glTF avatars with LLM brains, memory, emotions, and autonomous payments. MCP server · x402 · Solana/EVM · Three.js. Embe…

C# SDK for the Hugging Face API -- inference, embeddings, and model hub

Local-first memory governance for AI agents: shared, reviewable, auditable memory via SQLite and MCP.

Brain-inspired knowledge graph: spreading activation, Hebbian learning, memory consolidation.

LLM-adaptive embeddings (Zero-shot / LoRA) with Generative Topic Modeling & Agent-based workflow for social science text mining

An external memory for LLMs: a bi-temporal knowledge graph with hybrid (keyword + vector) retrieval and a self-improving reflection loop. Benchmarked to beat fl…

A state-of-the-art text embedding model for retrieval.