rafal-qa / slopo
Embedding-based discovery of duplicated logic for projects too large or messy to maintain reliably
rafal-qa / slopo
christopherkarani / Wax
Shared Single-file memory layer for all your agents, sub mili-second RAG over text, photo and video on Apple Silicon.. No Server. No API. One File. Pure Swift
ThomasVitale / llm-apps-java-spring-ai
Samples showing how to build Java applications powered by Generative AI and LLMs using Spring AI and Spring Boot.
KipData / KiteSQL
Embedded relational database and native Rust data API.
EverMind-AI / SkillCorpus
Open-source infrastructure that turns scattered SKILL.md files into curated, retrieval-ready agent-skill corporaโwith retrieval and evaluation tooling included.
Bessouat40 / RAGLight
RAGLight is a modular framework for Retrieval-Augmented Generation (RAG). It makes it easy to plug in different LLMs, embeddings, and vector stores, and now includes seamless MCP integration to connect external tools and data sources.
smg-project / smg
Engine-agnostic LLM gateway in Rust. Full OpenAI & Anthropic API compatibility across vLLM, TRT-LLM, TokenSpeed, SGLang, OpenAI, Gemini & more. Industry-first gRPC pipeline, KV cache-aware routing, chat history, tokenization caching, Responses API, embeddings, WASM plugins, MCP, and multi-tenant auth.
DenisovAV / flutter_edge_ai
On-device AI for Flutter โ Gemma and other LLMs, multimodal, function calling, embeddings, RAG and speech on Android, iOS, Web, macOS, Windows and Linux.
codelion / adaptive-classifier
A flexible, adaptive classification system for dynamic text classification
r14dd / patent
A prior-art search for your code ideas โ has this dev tool already been shipped?
estebanpdl / osintgpt
An open-source intelligence (OSINT) analysis tool leveraging GPT-powered embeddings and vector search engines for efficient data processing
superlinked / VectorHub
Deprecated historical repo. Superlinked now develops SIE, a self-hosted inference engine for embeddings, reranking, OCR, extraction, and document processing.
apocas / restai
RESTai is an AIaaS (AI as a Service) open-source platform. Supports many public and local LLM suported by Ollama/vLLM/etc. Precise embeddings usage, tuning, analytics etc. Built-in image/audio generation with dynamic loading generators. Live chat deployment. Built-in block based graphical language. Prompt versioning and much more...
Muvon / octocode
Structural code intelligence for AI agents โ semantic search, knowledge graphs, and a built-in MCP server in one Rust binary. Give Claude, Cursor, and any MCP client a deep understanding of your codebase.
smartscanapp / smartscan-android
Turn your images and videos into a personal knowledge base
Sheltercosmo / jev4pg
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.
bybit-exchange / kaas
Turn scattered notes, docs and transcripts into a queryable Markdown wiki โ an LLM knowledge-base compiler with MCP access, no embeddings, self-hosted.
ArihantDeva / heimdall
A lightweight CPU only memory approach with ranked retrieval. Simple, yet effective.
nicobrenner / jeffy
Pretrained text classifiers you can run and retrain on CPU
IvenKooLab / loci
Shared memory for AI coding tools: hybrid search, cited Q&A, harness memory discovery and a built-in Web console. Local index, MCP + HTTP.
Soren-ABT / dsh-knowledge
Knowledge base & RAG plugin for DeepSeek Harness (DSH): chunking, local embeddings, hybrid search, management panel
nsry123 / UniSwitch
A local acoustic control system that learns user-defined labels for the surface or location of knocks, such as desk or wall. It also counts threshold-qualified knocks within each captured window. By default, a frozen Microsoft BEATs Iter3+ AS2M encoder creates 768-D audio embeddings and an incremental classifier learns the user's labels.
lichuang / semquery
Local document Q&A in your terminal โ powered by on-device LLMs.
HITsz-TMG / JevEmbed
Meet JevEmbed โ turn embeddings into decisions. Choose, score, and judge with your choice of embedding model.
sfrangulov / minirag-mcp
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.
rajnathyadav6 / Fisch-DevOps-Forge
FischROBLOX Pro Roblox Testing Automation Tools 2026
karthikreddy-7 / ai-engineering-playbook
A zero-to-100 learning path for applied AI engineering โ RAG, embeddings, vector search, agents, MCP, and the production engineering around them. 56 pages, built as a searchable site.
LeqsNaN / RARG
Official code for the paper "A New Role for Relevance: Guiding Corpus Interaction in Agentic Search"
Leb947 / modernbert-multi-task-studio
ModernBERT Multi-Task Fine-Tuning Hub 2026: Streamlined AI Workflows
arnsri33 / embedflow
Zero downtime embedding upgrades
petkyletampu28-a11y / tasknet-multitask
Modern Multi-Task NLP Fine-Tuning Framework with ModernBERT 2026
bestdeejay-design / awesome-ai-handbook
A practical guide to AI: from running your first local model to building your own agents. 52 files covering LLMs, Ollama, RAG, prompt engineering, machine learning, AI agents, and local AI tools.
lattifai / awesome-EmbeddingGemma
EmbeddingGemma2 resources: local search apps, decision models, inference frameworks, tutorials, and datasets. English / ็ฎไฝไธญๆ.
SergeevDmitry / llm-kit
Small, independent TypeScript packages for LLM plumbing โ token budgets, streaming JSON repair, cost accounting, retries, embedding caches. No provider SDKs.
torwin-job / musik
Self-hosted smart music player with CLAP embeddings, personalized radio, Daily Mix, sharing, Web UI and API
ronitgupta138 / Vectra-Core
โก In-Memory Vector Search Engine & HNSW ANN Graph in Java 21 Loom. Sub-millisecond KNN retrieval, 8-bit scalar quantization (SQ8), 16,000+ QPS.
axem-solutions / shaide
Self-hosted, distributed, multi-model LLM inference
p10node / docflare-ai
Open-source AI chatbot & site search for your docs. One <script> tag, streaming answers with sources. 100% Cloudflare-native (Workers AI + Vectorize + D1), runs free on the free tier.
liconstudio / ComfyUI-LTX2.5-MSR
Standalone multi-reference image conditioning for LTX-2.5 in ComfyUI, with MSR LoRA slot embeddings and negative temporal offsets.
embeddings-benchmark / embedders-dilemma
Code, datasets, and results for "The Embedder's Dilemma: LLMs Are Better, but at What Cost?" (COLM 2026). MTEB(LLM) benchmarks 10 LLMs and 26 embedding models on 37 tasks with full cost and throughput accounting.
woolcoxm / zero-mem-pi
Zero-Mem: Zero-Token Memory Operations for the pi coding agent (faithful reimplementation of arXiv:2607.29377)
Emmimal / intent-continuity
A pure-Python system that automatically discovers, verifies, and applies relevant historical requirements for coding agents โ no embeddings, no vector database, no LLM calls. Companion code for the Towards Data Science article on intent continuity.
samdotmak / jev-recall
Retrieve by relevance, not resemblance: filter an AI assistant's memories with TypeSafe's Jev
rostamlabs / rostam
Open-source vector database and sub-microsecond key-value store in one Go engine โ embed it as a library, run it standalone, or replicate it across a Raft cluster. HNSW/IVF/Vamana indexes, quantization, hybrid dense+sparse and BM25 search, WASM stored procedures. Apache-2.0.
Qinling-Melon-Farmers / dsh-memoir
DeepSeek Harness (DSH) local-first cross-session project memory: zero bundled runtime deps, bounded cache-friendly Hot Memory, BM25 recall/cache, provenance, lifecycle and bilingual Web GUI; no embeddings or external service. / DSH ๆฌๅฐ้กน็ฎ่ฎฐๅฟๆไปถใ
waylondev / kb-pilot
A lightweight, Git-native knowledge base skill for AI Agents โ no vector DB, no chunking, no embeddings. Just TOC + line numbers + full source.
slyyr / yappr
A modular local AI agent built with Python and Ollama, featuring tool calling, memory, web search, document processing, embeddings, and RAG.
PINTO0309 / soma
Structured Output Matching & Association: online multi-person tracking built on the structured output of a multi-task wholebody detector, one whole-frame pass per frame (plus per-crop ReID embeddings in SOMA-R) โ no tiling, no offline post-processing.
AnubisQuantumCipher / sia
SIA โ the Omarchy Brain: a persistent, associative, self-consolidating memory for your Linux desktop. Local embeddings, typed knowledge graph, deterministic cognitive core, outcome learning with an audited judge, mission-control cockpit, MCP for every agent.
ampersandru / VectorDash
Local, full Windows search replacement, clipboard manager, and launcher: files, apps, settings and semantic media search with Google's EmbeddingGemma 2.
kenz1117 / dsh-engram
โ