local-first semantic code search engine
Neural Network Compression Framework for enhanced OpenVINO™ inference
Contextualise is an effective tool particularly suited for organising information-heavy projects and activities consisting of unstructured and widely diverse data and information resources
A highly extensible private cloud storage solution for individuals and teams, featuring AI-powered semantic search.
An open-source Text2SQL tool that transforms natural language into SQL using graph-powered schema understanding. Ask your database questions in plain English, QueryWeaver handles the weaving.
grep for images – local, offline image search for the terminal
Fast Multimodal Semantic Deduplication & Filtering
WilmerAI is one of the oldest LLM semantic routers. It uses multi-layer prompt routing and complex workflows to allow you to not only create practical chatbots, but to extend any kind of application that connects to an LLM via REST API. Wilmer sits between your app and your many LLM APIs, so that you can manipulate prompts as needed.
Open‑WebUI Tools is a modular toolkit designed to extend and enrich your Open WebUI instance, turning it into a powerful AI workstation. With a suite of over 15 specialized tools, function pipelines, and filters, this project supports academic research, agentic autonomy, multimodal creativity, workflows, and more
The retrieval layer for production AI systems. Lightning-fast (<10ms) search without vector databases. Built for browser, edge, on-device, and cloud.
MemoRizz: A Python library serving as a memory layer for AI applications. Leverages popular databases and storage solutions to optimize memory usage. Provides utility classes and methods for efficient data management.
Per-row semantic judgements over large relational tables on a decision model (Jev)
Give your AI agents persistent, collective memory — with deduplicating absorb, supersession lineage, semantic search, and a graph UI. Speaks MCP.
[ICLR'26] The official code implementation for "Cache-to-Cache: Direct Semantic Communication Between Large Language Models"
NucliaDB, The AI Search database for RAG
Hierarchical perception library in Python for pose estimation, object detection, instance segmentation, keypoint estimation, face recognition, etc.
Open-source infrastructure that turns scattered SKILL.md files into curated, retrieval-ready agent-skill corpora—with retrieval and evaluation tooling included.
JSON-LD processor written in Python
An automated AI research-paper writer based off Google's PaperOrchestra paper's implementation through a skills - benchmark + autoraters using any coding agent (Claude Code, Cursor, Antigravity, Cline, Aider). No API keys, no LLM SDKs.
Semantic DataFrames for humans and agents
Plugin for Poetry to enable dynamic versioning based on VCS tags
Linked Open Data Modeling Language
A foundational library for Semantic Hypergraphs
Local-first memory, decision engine, and governance harness for AI agents — portable across IDEs. Own the state. Rent the intelligence.
Early access to new features for Microsoft Fabric's Semantic Link.
Encrypted, fully offline agentic memory. One click install, GUI w/ memory map, all OS and agents. Superior memory creation, storage and retrieval.
Deterministic computation ledger for agentic data work.
A bibliometrics tool for publication metadata (pubmed, arxiv, medrxiv, biorxiv, chemrxiv) and citation analyses
Established strong JEV based natural language to SQL performance and well-covered semantic operators for PostgreSQL(PG) with optimized cost and latency. Reusable evidence, with native execution, parallel plans and explainable embeddings in development preview.
Local AI search for podcast and video archives on Apple Silicon: Whisper speech, Apple Vision OCR and SigLIP-2 visual search fused into one ranked list, with a trim editor and FCPXML export. FastAPI, vanilla JS, Tauri. Source-visible, all rights reserved.
LLM gateway comparison: self-hosted and managed AI API gateways compared on protocol compatibility, billing units, timeout and retry semantics, idempotency, quotas and observability.
Premiere-inspired PySide6 director studio for MiniMax H3 Ref2VA with AI shot planning, semantic media enrichment, timeline prompt reconciliation and shot-aware long-video rendering through ComfyUI.
Local-first linting, testing, semantic diffing, and safe repair for Excel workbooks
grep, but the pattern is a description. Filters lines by meaning with TypeSafe's Jev decision model: ~200 ms and a thousandth of a cent per line.
Drop-in AI memory layer with 2x faster retrieval and 10x lower cost. Fully compatible with Mem0 API. Migrate in 5 minutes without any code changes. Self-host for free.
Typed semantic decisions for Unix pipelines and CI, powered by TypeSafe AI Jev.
A compiler for a small C-like language, written from scratch in Python: table-driven DFA scanner, transition-diagram predictive parser generated from a plain-text grammar with FIRST/FOLLOW sets, semantic analysis and three-address code generation onto a 12-instruction stack VM.
Local-first RAG MCP server in Python: hybrid search (semantic + BM25 keyword boost) over your own documents. 11 MCP tools + CLI, markitdown ingestion for 12 formats, multilingual embeddings, LanceDB. Nothing leaves your machine.
Neuronto Agentic Resource Discovery (ARD) Index. Federated search across every public ARD registry, plus a verified tool index read from each MCP server's own tools/list, hybrid lexical and semantic retrieval, and ARD-Bench.
Local C++ performance testing and source-to-source optimization with deterministic rules, semantic checks, and paired benchmarking.
AI-assisted Windows and Chrome GUI delegation for Codex: task contracts, local execution, Jev semantic decisions, recovery and outcome verification.
Zero downtime embedding upgrades
Auditable workflow for rebuilding raster slides into editable PowerPoint decks with OCR, semantic assets, ImageGen, and strict QA
Turn a slide mockup image into an editable PPTX: native text + semantic draggable sprites + inpainted background. Agent-as-VLM skill for Claude Code / Codex / any CLI agent.
EmbeddingGemma2 resources: local search apps, decision models, inference frameworks, tutorials, and datasets. English / 简体中文.
An open-source, hands-on mobile robotics course covering Jetson, ROS 2, AI perception, SLAM, autonomous navigation, semantic understanding, and robotic manipulation.
Auto-generate Conventional Commits from your staged diff — detects scope, type, and context. Cross-platform (Windows/Linux/macOS). No dependencies.
Create original image-based narration animations with semantic motion, continuous micro-expressions, TTS, and deterministic rendering.
Semantic Conditioning Bridge for MiniMax H3
Minimal one-frame MiniMax H3 photo editing with native or Qwen-only semantic references
Elbi gives your data agent a verified fact store.
Zero-cost epistemic uncertainty quantification & hallucination detection for LLMs (90,000x faster than Semantic Entropy)
Literature-fetching & citation-auditing skill for LLM agents (Claude/Codex) — 讓 AI 引用經得起追問:找文獻、查核引用真偽與支持度、文獻支撐寫作,防幻覺引用。
A VLM-powered robot agent harness for the Unitree G1, integrating natural-language planning, visual perception, semantic skills, and closed-loop execution.
A Command-Line Interface (CLI) and Skill to query Semantic Scholar. For agents and humans.
Scientific SVG illustration skill with semantic editing and morphology references. Recommended model: GPT-6 Astra.
Open-source Power BI MCP to build, audit and repair Desktop models and PBIP reports with DAX, TOM, TMDL and PBIR.
Mine GitHub issues for pain points — LLM semantic analysis, severity scoring, topic clustering & one-click market-research reports.
Turn complex sources into evidence-traceable, layout-safe, natively editable McKinsey-style PowerPoint — 45 semantic page contracts and verified chart data.
Generate and integrate a polished semantic Home icon motion for React, Vue, Web Components, and video.