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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.

206 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
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★ 13KSep 16, 2026
Apache-2.0Sep 16, 2026 · metrics 2.10.0
npm
98Exceptionalhealth index
langchain-ai/langchainjs
The agent engineering platform
TypeScript★ 18.2K↓ 43.3M/moSep 16, 2026
MITSep 16, 2026 · metrics 2.10.0
npm
98Exceptionalhealth index
supabase/supabase
The Postgres development platform. Supabase gives you a dedicated Postgres database to build your web, mobile, and AI applications.
TypeScript · MDX★ 109.4KSep 16, 2026
Apache-2.0Sep 16, 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★ 7,184Oct 21, 2026
Apache-2.0Oct 21, 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
PyPI
96Exceptionalhealth index
embeddings-benchmark/mteb
MTEB: State-of-the-art evaluation of embeddings across languages and modalities
Python · Jupyter Notebook★ 3,419Sep 11, 2026
Apache-2.0Sep 11, 2026 · metrics 2.10.0
npm
96Exceptionalhealth index
temporalio/sdk-typescript
Temporal TypeScript SDK
TypeScript★ 908↓ 39.5M/moSep 11, 2026
MITSep 11, 2026 · metrics 2.10.0
PyPI
95Exceptionalhealth index
lightly-ai/lightly
A python library for self-supervised learning on images.
Python★ 3,812Sep 17, 2026
MITSep 17, 2026 · metrics 2.10.0
npm
95Exceptionalhealth index
tetherto/qvac
Open-source local AI SDK - run AI on-device with no cloud, no API keys. Supports GGUF, RAG, image, music, and video generation, speech-to-text, P2P inference, and more. Cross-platform: Linux, macOS, Windows, Android, iOS.
TypeScript · JavaScript · C++★ 597↓ 202.1K/moSep 10, 2026
Apache-2.0Sep 10, 2026 · metrics 2.10.0
PyPI · Go · npm
94Exceptionalhealth 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★ 25.2K↓ 735/moSep 16, 2026
Custom licenseSep 16, 2026 · metrics 2.10.0
Packagist · npm
93Exceptionalhealth index
netresearch/t3x-nr-llm
The shared AI foundation for TYPO3 — one LLM setup for every extension on your site
PHP★ 4↓ 7,082/moSep 12, 2026
GPL-2.0Sep 12, 2026 · metrics 2.10.0
PyPI
93Exceptionalhealth index
neuml/txtai
💡 All-in-one AI framework for semantic search, LLM orchestration and language model workflows
Python★ 13KSep 20, 2026
Apache-2.0Sep 20, 2026 · metrics 2.10.0
PyPI
93Exceptionalhealth index
qdrant/fastembed
Fast, Accurate, Lightweight Python library to make State of the Art Embedding
Python · Jupyter Notebook★ 3,193↓ 5.2M/moSep 10, 2026
Apache-2.0Sep 10, 2026 · metrics 2.10.0
npm
93Exceptionalhealth 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
TypeScript · JavaScript★ 94K↓ 78.7K/moSep 16, 2026
Apache-2.0Sep 16, 2026 · metrics 2.10.0
PyPI · npm · crates.io
92Excellenthealth index
infino-ai/infino
Embedded retrieval library built on Parquet. Fast, efficient, and scalable.
Rust★ 81↓ 8,183/moSep 18, 2026
Apache-2.0Sep 18, 2026 · metrics 2.10.0
npm · crates.io
92Excellenthealth index
ruvnet/RuVector
RuVector provides High Performance, Real-Time decisions and agent memory , Self-Learning Ai, Vector GNN DB built in Rust.
Rust · TypeScript★ 4,599↓ 489.6K/moOct 20, 2026
MITOct 20, 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
Packagist · PyPI
91Excellenthealth index
LLPhant/LLPhant
LLPhant - A comprehensive PHP Generative AI Framework using OpenAI GPT 4. Inspired by Langchain
PHP★ 1,707↓ 46K/moSep 11, 2026
MITSep 11, 2026 · metrics 2.10.0
PyPI · npm
91Excellenthealth index
Lyellr88/marm-memory
Local-first 3-in-1 AI memory layer & MCP server for Claude Code, Codex, Grok, Gemini, VS Code and Cursor. Fuses session history, codebase indexing & concept graphs in SQLite. Enables zero-cloud, privacy-first context & instant recall, supports multi-agent swarms.
Python · TypeScript★ 402↓ 2,902/moSep 24, 2026
Apache-2.0Sep 24, 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
RubyGems
91Excellenthealth index
crmne/ruby_llm
The Ruby AI framework.
Ruby★ 4,474Oct 20, 2026
MITOct 20, 2026 · metrics 2.10.0
PyPI
91Excellenthealth index
ggozad/haiku.rag
Agentic RAG for local and self-hosted document search: hybrid retrieval, reranking and multimodal RAG on embedded LanceDB, with Docling parsing and an MCP server
Python★ 622↓ 9,960/moOct 8, 2026
MITOct 8, 2026 · metrics 2.10.0
PyPI
91Excellenthealth index
zilliztech/memsearch
A persistent, unified memory layer for all your AI agents (e.g. Claude Code, Codex, DSH), backed by Markdown and Milvus.
Python · JavaScript · Shell★ 2,584Sep 10, 2026
MITSep 10, 2026 · metrics 2.10.0
PyPI · npm
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★ 5,073↓ 2,320/moSep 15, 2026
Custom licenseSep 15, 2026 · metrics 2.10.0
PyPI · crates.io · npm
90Excellenthealth index
MemPalace/mempalace
The best-benchmarked open-source AI memory system. And it's free.
Python★ 59.1K↓ 63K/moSep 16, 2026
MITSep 16, 2026 · metrics 2.10.0
PyPI
90Excellenthealth index
MinishLab/model2vec
Fast State-of-the-Art Static Embeddings
Python · Jupyter Notebook★ 2,206↓ 1.2M/moSep 16, 2026
MITSep 16, 2026 · metrics 2.10.0
PyPI
89Excellenthealth index
lfnovo/esperanto
A unified interface for various AI model providers
Python★ 212↓ 47.4K/moSep 11, 2026
MITSep 11, 2026 · metrics 2.10.0
npm
88Excellenthealth 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 · JavaScript★ 36↓ 8,881/moOct 21, 2026
MITOct 21, 2026 · metrics 2.10.0
crates.io
88Excellenthealth index
Anush008/fastembed-rs
Rust library for generating vector embeddings and reranking locally!
Rust★ 1,007↓ 621.2K/moSep 9, 2026
Apache-2.0Sep 9, 2026 · metrics 2.10.0