npm
tpsdev-ai/flair
Identity, memory, and soul for AI agents. Runs standalone or as part of a TPS office.
Custom licenseSep 10, 2026 · metrics 2.10.0
All tags
Catalogue tag
#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.
207 records
npm · Packagist · crates.io +1
xberg-io/liter-llm
Universal LLM API client — 163 providers, 14 native language bindings, powered by a Rust core
MITSep 15, 2026 · metrics 2.10.0
PyPI · crates.io
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.
Apache-2.0Oct 21, 2026 · metrics 2.10.0
NuGet
JerrettDavis/JD.SemanticKernel.Extensions
Semantic Kernel extensions for Claude Code skills, hooks, context compaction, and semantic memory.
MITSep 12, 2026 · metrics 2.10.0
crates.io
Muvon/octolib
One Rust API to 25+ AI providers — chat, vision, tool calls, structured output, embeddings & reranking with built-in cost tracking
Apache-2.0Sep 18, 2026 · metrics 2.10.0
PyPI · crates.io
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.
MITOct 21, 2026 · metrics 2.10.0
—
tryAGI/Google_Generative_AI
C# SDK for the Google Gemini API -- chat completions, embeddings, and vision
MITOct 21, 2026 · metrics 2.10.0
PyPI
JeanExtreme002/pymacos
A Python library for automating and controlling macOS.
MITOct 11, 2026 · metrics 2.10.0
npm
aebrer/dreb
Provider-agnostic agentic coding harness. Desktop and Mobile web app for fleet management. Semantic search and end-to-end development workflows baked in.
MITSep 10, 2026 · metrics 2.10.0
npm · RubyGems
gmickel/gno
Local AI-powered document search and editing with first-in-class hybrid retrieval, LLM answers, WebUI, REST API and MCP support for AI clients.
MITOct 22, 2026 · metrics 2.10.0
npm · PyPI
kitfunso/hippo-memory
Biologically-inspired memory for AI agents. Decay, retrieval strengthening, consolidation. Zero dependencies.
MITSep 13, 2026 · metrics 2.10.0
crates.io
majiayu000/litellm-rs
A high-performance AI Gateway written in Rust — call 100+ LLM APIs using OpenAI format
MITSep 18, 2026 · metrics 2.10.0
npm
n1x-technologies/n1x-cortex
Turn any markdown vault or codebase into a cited, AI-queryable knowledge graph. Local-first CLI, web viewer, and MCP server.
Custom licenseOct 22, 2026 · metrics 2.10.0
Go
rekal-dev/rekal-cli
Your coding agent starts every session blank. Rekal is the memory your team is missing
Apache-2.0Sep 12, 2026 · metrics 2.10.0
PyPI
scarletkc/vexor
A semantic search engine for files and code.
MITOct 20, 2026 · metrics 2.10.0
npm
webgptorg/promptbook
Turn your company's scattered knowledge into AI ready Books ✨
Custom licenseOct 22, 2026 · metrics 2.10.0
crates.io
Dicklesworthstone/frankensearch
Two-tier hybrid search for Rust: sub-millisecond initial results via potion-128M, quality-refined rankings in 150ms via MiniLM-L6-v2. Combines lexical (Tantivy BM25) and semantic (vector cosine) search with Reciprocal Rank Fusion. Progressive iterator API, f16 SIMD vector index, feature-gated compilation.
Custom licenseOct 7, 2026 · metrics 2.10.0
PyPI · crates.io
Egoist-Machines/LodeDB
World's fastest and most compact embedded vector database: exact by default, multimodal, local-first, and GPU-accelerated
Apache-2.0Sep 16, 2026 · metrics 2.10.0
PyPI · npm
EtanHey/brainlayer
Persistent memory MCP for AI agents — SQLite, knowledge graph, 13-tool Python MCP + 17-tool BrainBar surface with ToolAnnotations
Apache-2.0Sep 27, 2026 · metrics 2.10.0
PyPI
MaartenGr/KeyBERT
Minimal keyword extraction with BERT
MITSep 17, 2026 · metrics 2.10.0
PyPI
codelion/adaptive-classifier
A flexible, adaptive classification system for dynamic text classification
Apache-2.0Oct 9, 2026 · metrics 2.10.0
crates.io
docling-project/docling.rs
Full Rust port of Python docling
MITSep 14, 2026 · metrics 2.10.0
npm
jdutton/vibe-agent-toolkit
Toolkit for testing and packaging portable AI agents across various LLMs, frameworks, and deployment targets
MITOct 22, 2026 · metrics 2.10.0
npm · crates.io
lux-db/lux
A Redis-compatable key-value store. Up to 10x faster. Native vector support.
MITSep 13, 2026 · metrics 2.10.0
npm
markus-lassfolk/openclaw-hybrid-memory
No repository description published.
MITSep 13, 2026 · metrics 2.10.0
crates.io
paradedb/superkmeans-rs
Rust implementation of the SuperKMeans paper from CWI
MITOct 22, 2026 · metrics 2.10.0
Go
townsendmerino/ken
Fast hybrid code search for agents. Pure Go, drop-in MCP-compatible with semble.
MITSep 16, 2026 · metrics 2.10.0
—
tryAGI/Cohere
C# SDK for the Cohere API -- chat completions, embeddings, and reranking
MITOct 21, 2026 · metrics 2.10.0
npm
jungjaehoon-lifegamez/MAMA
Local-first operating memory for AI coding agents - Claude Code, Codex, and any MCP client. Tracks decisions and their evolution. SQLite + on-device embeddings, no cloud.
MITOct 21, 2026 · metrics 2.10.0
npm
mrosnerr/open-zk-kb
Shared, persistent memory for AI assistants, built on the Zettelkasten method
MITSep 15, 2026 · metrics 2.10.0