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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 · npm
86Excellenthealth index
n24q02m/mnemo-mcp
Persistent AI memory with hybrid search and embedded sync. Open, free, unlimited.
Python★ 8Jul 18, 2026
MITJul 18, 2026 · metrics 2.10.0
86Excellenthealth index
tryAGI/OpenAI
C# SDK based on official OpenAI OpenAPI specification
C#★ 35Aug 29, 2026
MITAug 29, 2026 · metrics 2.10.0
crates.io
84Excellenthealth index
Anush008/fastembed-rs
Rust library for generating vector embeddings, reranking locally!
Rust★ 963↓ 416.6K/moJul 17, 2026
Apache-2.0Jul 17, 2026 · metrics 2.10.0
crates.io
84Excellenthealth index
bzsanti/oxidizePdf
Pure Rust PDF library for AI/RAG: structure-aware chunking, no ML, no C deps.
Rust★ 185↓ 15.2K/moAug 22, 2026
MITAug 22, 2026 · metrics 2.10.0
PyPI
84Excellenthealth index
lfnovo/esperanto
A unified interface for various AI model providers
Python★ 204↓ 31.5K/moJul 19, 2026
MITJul 19, 2026 · metrics 2.10.0
npm
84Excellenthealth index
muxinc/ai
A typescript library for connecting videos in your Mux account to multi-modal LLMs.
TypeScript★ 71↓ 26.7K/moJul 17, 2026
Custom licenseJul 17, 2026 · metrics 2.10.0
83Excellenthealth index
tryAGI/Google_Generative_AI
C# SDK for the Google Gemini API -- chat completions, embeddings, and vision
C#★ 9Aug 30, 2026
MITAug 30, 2026 · metrics 2.10.0
PyPI
81Excellenthealth index
remete618/widemem-ai
Next-gen AI memory layer with importance scoring, temporal decay, hierarchical memory, and YMYL prioritization
Python★ 48↓ 41/moAug 30, 2026
Apache-2.0Aug 30, 2026 · metrics 2.10.0
PyPI
81Excellenthealth index
scarletkc/vexor
A semantic search engine for files and code.
Python★ 239↓ 2,304/moAug 29, 2026
MITAug 29, 2026 · metrics 2.10.0
PyPI · crates.io
81Excellenthealth index
yantrikos/yantrikdb
Cognitive memory engine for AI agents — temporal decay, contradiction detection, autonomous consolidation, knowledge graph, ANN recall via HNSW. Embeddable Rust library with Python bindings; powers yantrikdb-server (HTTP gateway, MCP server, openraft cluster). Apache-2.0.
Rust · Python★ 57↓ 11.2K/moSep 5, 2026
Apache-2.0Sep 5, 2026 · metrics 2.10.0
PyPI · crates.io · npm
80Excellenthealth index
anvai-labs/victor
No repository description published.
Python★ 5↓ 6,049/moAug 2, 2026
Apache-2.0Aug 2, 2026 · metrics 2.10.0
npm
80Excellenthealth index
jagreehal/ai-sdk-ollama
A Vercel AI SDK provider for Ollama built on the official ollama package. Type safe, future proof, with cross provider compatibility and native Ollama features.
TypeScript★ 129↓ 512K/moAug 5, 2026
MITAug 5, 2026 · metrics 2.10.0
80Excellenthealth index
tryAGI/Ollama
Ollama SDK for .NET
C#★ 207Aug 29, 2026
MITAug 29, 2026 · metrics 2.10.0
PyPI · npm · Packagist +1
80Excellenthealth index
xberg-io/liter-llm
Universal LLM API client — 163 providers, 14 native language bindings, powered by a Rust core
Rust★ 240↓ 2,947/moAug 1, 2026
MITAug 1, 2026 · metrics 2.10.0
NuGet
78Goodhealth index
JerrettDavis/JD.SemanticKernel.Extensions
Semantic Kernel extensions for Claude Code skills, hooks, context compaction, and semantic memory.
C#★ 1Jul 21, 2026
MITJul 21, 2026 · metrics 2.10.0
npm · PyPI
78Goodhealth index
asklokesh/loki-mode
Multi-agent autonomous SDLC framework. Spec to deployed app. PRD, GitHub issue, OpenAPI/JSON/YAML, or one-line brief. 5 AI providers, 8 quality gates.
Shell · Python · TypeScript★ 1,018↓ 27.8K/moJul 15, 2026
Custom licenseJul 15, 2026 · metrics 2.10.0
npm · PyPI
78Goodhealth index
kitfunso/hippo-memory
Biologically-inspired memory for AI agents. Decay, retrieval strengthening, consolidation. Zero dependencies.
TypeScript · JavaScript★ 717↓ 3,849/moJul 24, 2026
MITJul 24, 2026 · metrics 2.10.0
crates.io · Go · npm +1
78Goodhealth index
major7apps/pensyve
Universal memory runtime for AI agents
Rust · Python★ 56↓ 127/moJul 17, 2026
Custom licenseJul 17, 2026 · metrics 2.10.0
crates.io · npm · PyPI
78Goodhealth index
ohdearquant/lattice
Run, quantize, and fine-tune LLMs on Apple Silicon. Pure Rust, no Python, no CUDA, no ONNX
Rust · Python★ 40↓ 19.1K/moAug 22, 2026
Apache-2.0Aug 22, 2026 · metrics 2.10.0
78Goodhealth index
tryAGI/Cohere
C# SDK for the Cohere API -- chat completions, embeddings, and reranking
C#★ 6Sep 4, 2026
MITSep 4, 2026 · metrics 2.10.0
npm
78Goodhealth index
webgptorg/promptbook
Turn your company's scattered knowledge into AI ready Books ✨
TypeScript★ 167↓ 6,355/moSep 6, 2026
Custom licenseSep 6, 2026 · metrics 2.10.0
PyPI · crates.io
77Goodhealth index
ahb-sjsu/turboquant-pro
Consumer-aware compression for embedding indexes and LLM KV caches — compress by the metric the downstream consumer actually uses. PCA-Matryoshka + TurboQuant (27x @ 99.8% recall@10), asymmetric K/V, CUDA/Triton kernels, vLLM plugin, replayable CI-gated claims. MIT.
Python★ 25↓ 277/moSep 5, 2026
MITSep 5, 2026 · metrics 2.10.0
crates.io
77Goodhealth index
majiayu000/litellm-rs
A high-performance AI Gateway written in Rust — call 100+ LLM APIs using OpenAI format
Rust★ 104↓ 3,944/moAug 15, 2026
MITAug 15, 2026 · metrics 2.10.0
npm
77Goodhealth index
mrosnerr/open-zk-kb
Shared, persistent memory for AI assistants, built on the Zettelkasten method
TypeScript★ 5↓ 10.5K/moAug 2, 2026
MITAug 2, 2026 · metrics 2.10.0
npm
77Goodhealth index
proticom/gnosys
Persistent memory for AI agents
TypeScript★ 4↓ 3,501/moJul 22, 2026
MITJul 22, 2026 · metrics 2.10.0
npm
77Goodhealth index
tpsdev-ai/flair
Identity, memory, and soul for AI agents. Runs standalone or as part of a TPS office.
TypeScript · JavaScript★ 4↓ 3,846/moJul 17, 2026
Custom licenseJul 17, 2026 · metrics 2.10.0
PyPI
75Goodhealth index
jagoff/memo
Persistent semantic memory for AI agents — 100% local on Apple Silicon (MLX) or Linux/Ubuntu (CPU). Markdown source of truth, sqlite-vec + BM25 hybrid search, a codegraph-backed knowledge graph, MCP server + CLI. No cloud, no keys.
Python★ 7↓ 3,119/moJul 22, 2026
MITJul 22, 2026 · metrics 2.10.0
NuGet
75Goodhealth index
lofcz/LLMTornado
The .NET library to build AI agents with 30+ built-in connectors.
C#★ 627Jul 21, 2026
MITJul 21, 2026 · metrics 2.10.0
75Goodhealth index
tryAGI/Jina
C# SDK for the Jina API -- embeddings, reranking, and search
C#★ 5Aug 29, 2026
MITAug 29, 2026 · metrics 2.10.0