Havuz

Turn scattered knowledge, operational data, and history into source-linked context that your agents can inspect, explain, and reuse.

Fully local AI for Polish legal case files - zero fabricated citations by construction. Free; please support a Wroclaw animal shelter instea

Kyros — The Memory OS for AI Agents Give your AI agents secure, self-correcting, persistent memory in 3 lines of code. Three memory types

Build LLM systems you actually control. A free, open engineering book + course — from tokenization to serving your own models. Mechanisms, t

FastMemory is a topological representation of text data using concepts as the primary input. It helps in improving the RAG(by replacing embe

EvoEmbedding: Evolvable Representations for Long-Context Retrieval and Agentic Memory

Semantic retrieval for AI agents: high-recall memory and code search that cuts coding-agent token usage by nearly 50%

The models on your disk, put to work. A private desktop app for open models — chat, a coding agent built for small models, text-to-image, te

Open-source metasearch backend, MCP server, and AI search API for LLM agents. Python FastAPI search gateway with Google search via SerpBase

Local LLM-maintained personal wiki, built on Karpathy's LLM-Wiki pattern. Runs on Ollama + Qwen3 + QMD.

Open-source context infrastructure for agents. Sync changes, inspect paths and read current source content through Python, CLI or MCP.

Open-source AI agent platform for building, deploying, and managing AI teammates. Role-based agents (PM, Engineer, Support, Marketing) with

Airgapped closed-corpus QA loop: a self-hosted Qwen3.6 agent explores a .zip dataroom under a token budget with local tools

Assessment-driven, local-first learning agent built on an observable Agent Runtime and eval harness—grounded ingestion, trace replay, HITL a

memweave is a zero-infrastructure, async-first Python library that gives AI agents persistent, searchable memory — stored as plain Markdown

Source-backed, production-first FDE interview fieldbook with cases, scorecards, and current role research.

Build & Auto-Optimize LLM Apps in 2026: The Ultimate AdalFlow Guide

The Ultimate AI Compute Gateway ( Router ) | A high-performance, stateless-to-stateful LLM compute gateway in Go. Features multi-model pooli

蒸留蔵 — distilled long-term memory for agents: recall by meaning, writing gated by evidence, one kura per agent mode. Ships as a DeepSeek Harn

Grade every agent, scraper and model in a claim's chain — provenance, trust scoring and audit evidence for LLM pipelines

A post-retrieval temporal layer for RAG systems — validity filtering, time decay, document kind classification, and hybrid reranking in one

FlowState QMD — Anticipatory Memory for AI Agents. Hermes 2026 Hackathon Entry.

⚡ Cut Claude token usage by 90%+ — free, open-source, local-first context compression for Claude Code. Hybrid RAG (BM25 + ONNX vectors), AST

Claude Code, natively inside Unity Editor. A dockable chat window with full project awareness, 60+ MCP tools, and zero alt-tabbing.

An open-source RAG platform to explore the unsealed Jeffrey Epstein court documents.

根据 Crash/ANR/OOM 等日志构建证据链，实现自动修复代码的Agent框架，并支持衔接自动测试验证、Bug管理平台 Agent framework that builds evidence chains from Crash/ANR/OOM logs, auto-fix

Enter a US stock ticker, get an analyst grade memo with DCF valuation, peer comparables, news sentiment, and earnings call tone analysis. Mu

Give any local LLM a billion-token memory. Open-source, local-first context + memory engine for Ollama and AI agents — runs on your own mach

PostgreSQL-compatible SQL, graph, and vector database built from scratch in Rust.

Legacy: self-hosted LLM/RAG stack installer for DGX Spark (arm64). The work continued as AGmind Systems Lab — measured local-LLM performance

One-click knowledge system for documents, internal bots, and AI agents

Bilingual AI study coach that answers only from your own course material, with citations

Local-first memory layer for LLM apps and agents. Runs offline on Ollama, sentence-transformers and FAISS; OpenAI and Anthropic optional. Im

CloakPipe is the verifiable control plane for production AI agents: evaluate a release, certify it, enforce it at runtime, and prove what ha

Local-first memory governance for AI agents: shared, reviewable, auditable memory via SQLite and MCP.

TurboQuant-compatible vector search plus graph memory for constrained RAG.

Local-first CLI + MCP server: Any file → AI-ready Markdown + JSON

Synthetic datasets, experiment protocols, and evaluation code for "Governed Memory: A Production Architecture for Multi-Agent Workflows"

SQL-like query language and CLI for Qdrant vector search engine

Protokół dla polskiej inteligencji.

Operational doctrine for practical AI systems design.

A design-of-experiments platform for evaluating compound AI systems - find which technique drives quality, by how much, and whether the di

Production-oriented multi-agent course advisor with deterministic action governance, offline regression evaluation, SSE contracts and observ

Local RAG layer and optimizer for your Markdown knowledge base. CLI + MCP server: grounded answers for any AI client, stale-note detection,

Pixel-native visual RAG ported to Rust on the ruvector ANN substrate (HNSW + IVF-Flat) — screenshot/document retrieval over visual embedding

Declarative Document Indexing (DDI) framework for Python. Define schemas, extract structured indices, search smarter.

An AI native macOS reader. Built for professional reader.

A local, open-source alternative to NotebookLM. Chat with your documents using any LLM.

Bounded, inspectable LLM inference pipelines from declared YAML — runs offline against Ollama or any OpenAI-compatible local server, emittin