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#embeddings

Open source repositories tagged with #embeddings, ranked by health score.

InsForge
InsForge/InsForge
TypeScript
89
health

The all-in-one, open-source backend platform for agentic coding. InsForge gives your coding agent database, auth, storage, compute, hosting, and AI gateway to ship full-stack apps end-to-end.

10.5k
apache
apache/seatunnel
Java
89
health

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

9.3k
langchain4j
langchain4j/langchain4j
Java
88
health

LangChain4j is an idiomatic, open-source Java library for building LLM-powered applications on the JVM. It offers a unified API over popular LLM providers and vector stores, and makes implementing tool calling (including MCP support), agents and RAG easy. It integrates seamlessly with enterprise Java frameworks like Quarkus and Spring Boot.

12.1k
lightly-ai
lightly-ai/lightly
Python
87
health

A python library for self-supervised learning on images.

3.7k
tryAGI
tryAGI/OpenAI
C#
83
health

C# SDK based on official OpenAI OpenAPI specification

34
benmaster82
benmaster82/Kwipu
Python
83
health

Ask questions across your Markdown notes using a fully local Graph RAG engine. Built for Obsidian vaults, works with any folder of Markdown files. Extracts entity-relation triples from wikilinks & YAML frontmatter, retrieves answers via hybrid search (vector + BM25 + temporal). Multilingual. No cloud. Runs on Ollama.

82
crmne
crmne/ruby_llm
Ruby
80
health

One beautiful Ruby API for OpenAI, Anthropic, Gemini, Bedrock, Azure, OpenRouter, DeepSeek, Ollama, VertexAI, Perplexity, Mistral, xAI, GPUStack & OpenAI compatible APIs. Agents, Chat, Vision, Audio, PDF, Images, Embeddings, Tools, Streaming & Rails integration.

3.9k
swarmauri
swarmauri/swarmauri-sdk
Python
79
health

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

104
harmonydata
harmonydata/harmony
Python
63
health

The Harmony Python library: a research tool for psychologists to harmonise data and questionnaire items. Open source.

56
Kav-K
Kav-K/GPTDiscord
Python
54
health

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

1.9k