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#embeddings

Every repository in the public record carrying this tag — from its GitHub topics or the keywords its package registries publish. Health is measured under the same versioned methodology as the rest of the record.

129 records
Tagged “embeddings”Ranked by health index
PyPI · crates.io
98Exceptionalhealth index
Eventual-Inc/Daft
High-performance data engine for AI and multimodal workloads. Process images, audio, video, and structured data at any scale
Rust · Python · Jupyter Notebook★ 5,731↓ 6.3M/moAug 28, 2026
Apache-2.0Aug 28, 2026 · metrics 2.10.0
npm
98Exceptionalhealth index
langchain-ai/langchainjs
The agent engineering platform
TypeScript★ 18K↓ 43M/moAug 5, 2026
MITAug 5, 2026 · metrics 2.10.0
PyPI · crates.io · Maven
97Exceptionalhealth index
lance-format/lance
Open Lakehouse Format for Multimodal AI. 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..
Rust★ 7,014Sep 1, 2026
Apache-2.0Sep 1, 2026 · metrics 2.10.0
Maven · npm
97Exceptionalhealth index
langchain4j/langchain4j
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.
Java★ 13KAug 27, 2026
Apache-2.0Aug 27, 2026 · metrics 2.10.0
npm
97Exceptionalhealth index
supabase/supabase
The Postgres development platform. Supabase gives you a dedicated Postgres database to build your web, mobile, and AI applications.
TypeScript · MDX★ 107.5K↓ 430/moAug 4, 2026
Apache-2.0Aug 4, 2026 · metrics 2.10.0
npm
96Exceptionalhealth index
InsForge/InsForge
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.
TypeScript★ 12.6KAug 4, 2026
Apache-2.0Aug 4, 2026 · metrics 2.10.0
PyPI
96Exceptionalhealth index
lightly-ai/lightly
A python library for self-supervised learning on images.
Python★ 3,794Aug 13, 2026
MITAug 13, 2026 · metrics 2.10.0
Go · PyPI · npm
95Exceptionalhealth index
Tencent/WeKnora
Open-source LLM knowledge platform: turn raw documents into a queryable RAG, an autonomous reasoning agent, and a self-maintaining Wiki.
Go · Vue · TypeScript★ 19.4KAug 5, 2026
Custom licenseAug 5, 2026 · metrics 2.10.0
PyPI
95Exceptionalhealth index
embeddings-benchmark/mteb
MTEB: State-of-the-art evaluation of embeddings across languages and modalities
Python · Jupyter Notebook★ 3,362Jul 19, 2026
Apache-2.0Jul 19, 2026 · metrics 2.10.0
PyPI · npm
94Exceptionalhealth index
plastic-labs/honcho
Memory library for building stateful agents
Python★ 6,456↓ 1,336/moAug 5, 2026
AGPL-3.0Aug 5, 2026 · metrics 2.10.0
94Exceptionalhealth index
tetherto/qvac
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 Linux, macOS, Windows, Android, and iOS.
TypeScript · JavaScript · C++★ 321Jul 18, 2026
Apache-2.0Jul 18, 2026 · metrics 2.10.0
npm · crates.io
93Exceptionalhealth index
ruvnet/RuVector
RuVector is a High Performance, Real-Time, Self-Learning Ai, Vector GNN, Memory DB built in Rust.
Rust · TypeScript★ 4,441↓ 432.2K/moAug 22, 2026
MITAug 22, 2026 · metrics 2.10.0
Packagist · PyPI
92Excellenthealth index
LLPhant/LLPhant
LLPhant - A comprehensive PHP Generative AI Framework using OpenAI GPT 4. Inspired by Langchain
PHP★ 1,701↓ 31.6K/moJul 20, 2026
MITJul 20, 2026 · metrics 2.10.0
PyPI · npm
92Excellenthealth index
MemPalace/mempalace
The best-benchmarked open-source AI memory system. And it's free.
Python★ 58.1KAug 4, 2026
MITAug 4, 2026 · metrics 2.10.0
Packagist · npm
92Excellenthealth index
netresearch/t3x-nr-llm
The shared AI foundation for TYPO3 — one LLM setup for every extension on your site
PHP★ 4↓ 2,421/moJul 22, 2026
GPL-2.0Jul 22, 2026 · metrics 2.10.0
npm
91Excellenthealth index
CopilotKit/aimock
Mock everything your AI app talks to — LLM APIs, MCP, A2A, AG-UI, vector DBs, search. One package, one port, zero dependencies.
TypeScript★ 902↓ 4.3M/moAug 27, 2026
MITAug 27, 2026 · metrics 2.10.0
PyPI
91Excellenthealth index
MinishLab/semble
Fast and Accurate Code Search for Agents. Uses 99% fewer tokens than grep+read
Python★ 5,966↓ 121.9K/moAug 28, 2026
MITAug 28, 2026 · metrics 2.10.0
PyPI
91Excellenthealth index
qdrant/fastembed
Fast, Accurate, Lightweight Python library to make State of the Art Embedding
Python · Jupyter Notebook★ 3,092Jul 18, 2026
Apache-2.0Jul 18, 2026 · metrics 2.10.0
npm · PyPI
90Excellenthealth index
Marker-Inc-Korea/AutoRAG
AutoRAG: Now your agent can find anything in your computer. It gets smarter if you are using it frequently.
TypeScript · Python★ 4,963↓ 309/moAug 2, 2026
Custom licenseAug 2, 2026 · metrics 2.10.0
PyPI
89Excellenthealth index
MinishLab/model2vec
Fast State-of-the-Art Static Embeddings
Python · Jupyter Notebook★ 2,172Aug 4, 2026
MITAug 4, 2026 · metrics 2.10.0
RubyGems
89Excellenthealth index
crmne/ruby_llm
One delightful Ruby framework for every major AI provider. Build AI agents, chatbots, RAG apps, and multimodal workflows in beautiful, expressive code.
Ruby★ 4,309Aug 21, 2026
MITAug 21, 2026 · metrics 2.10.0
npm
89Excellenthealth index
thedotmack/claude-mem
Persistent Context Across Sessions for Every Agent – Captures everything your agent does during sessions, compresses it with AI, and injects relevant context back into future sessions. Works with Claude Code, OpenClaw, Codex, Gemini, Hermes, Copilot, OpenCode + More
JavaScript · TypeScript★ 89.6K↓ 63.5K/moAug 4, 2026
Apache-2.0Aug 4, 2026 · metrics 2.10.0
PyPI
89Excellenthealth index
zilliztech/memsearch
A persistent, unified memory layer for all your AI agents (e.g. Claude Code, Codex), backed by Markdown and Milvus.
Python · Shell★ 2,250↓ 102.3K/moJul 18, 2026
MITJul 18, 2026 · metrics 2.10.0
PyPI · crates.io
88Excellenthealth index
RyanCodrai/turbovec
A vector index built on TurboQuant, written in Rust with Python bindings
Rust · Python★ 16.2K↓ 76K/moAug 23, 2026
MITAug 23, 2026 · metrics 2.10.0
npm
87Excellenthealth index
AgentsKit-io/agentskit
The complete toolkit for building AI agents in JavaScript. Lightweight core, React & Terminal UIs, autonomous runtime, tools, skills, memory, RAG and observability. Plug-and-play from chat UI to full agents.
TypeScript · MDX★ 25↓ 14.6K/moSep 5, 2026
MITSep 5, 2026 · metrics 2.10.0
PyPI
87Excellenthealth index
MaartenGr/BERTopic
Leveraging BERT and c-TF-IDF to create easily interpretable topics.
Python★ 7,782Aug 12, 2026
MITAug 12, 2026 · metrics 2.10.0
npm
87Excellenthealth index
anolilab/lunora
Type-safe, real-time backend framework on your own Cloudflare account — Workers, Durable Objects, D1, R2, Queues. Convex-style DX, Vite-first.
TypeScript★ 261↓ 58.8K/moSep 5, 2026
Custom licenseSep 5, 2026 · metrics 2.10.0
npm · crates.io · PyPI
87Excellenthealth index
cyberlife-coder/VelesDB
The explainable, local-first memory engine for AI agents. One ~9 MB binary fuses vector + graph + columnar under VelesQL; why() returns the evidence path behind every recall. No cloud, no glue code — runs on server, browser, mobile and desktop.
Rust · Python★ 91↓ 4,233/moSep 5, 2026
Custom licenseSep 5, 2026 · metrics 2.10.0
87Excellenthealth index
tryAGI/HuggingFace
C# SDK for the Hugging Face API -- inference, embeddings, and model hub
C# · Shell★ 58Aug 30, 2026
MITAug 30, 2026 · metrics 2.10.0
npm
86Excellenthealth index
eric-cielo/moflo
MoFlo — an opinionated, local-first AI agent orchestration toolkit for Claude Code: semantic memory, learned routing, gates, and spells. No API keys, no cloud, works out of the box.
TypeScript · JavaScript★ 18↓ 8,525/moSep 6, 2026
MITSep 6, 2026 · metrics 2.10.0