qdrant/qdrant-edge-demo

POC visual search with smart glasses and Qdrant Edge.

GitHub repository with 57 stars and 2 forks.

Language: Python

Topics: ai-memory, ai-memory-system, edge, edge-ai, embedded-ai, vector-database, vector-search

Open provider repository

Latest metric snapshot

2026-06-06: 57 stars and 2 forks.

Similar repositories

  1. 1. plastic-labs/honcho

    Memory library for building stateful agents

    GitHub repository with 5,156 stars and 626 forks.

    Trending score: 3.64; stars gained: +44; forks gained: +12.

    Language: Python

    Topics: ai, llm, memory, personalization, embeddings, rag

  2. 2. topoteretes/cognee

    Cognee is the open-source AI memory platform for agents. Give your AI agents persistent long-term memory across sessions with a self-hosted knowledge graph engine.

    GitHub repository with 17,829 stars and 1,888 forks.

    Trending score: 2.93; stars gained: +26; forks gained: +5.

    Language: Python

    Topics: ai, cognitive-architecture, vector-database, ai-agents, graph-database, ai-memory

  3. 3. ClaudioDrews/memory-os

    A 7-layer memory operating system for Hermes Agent — persistent memory with Qdrant, structured facts, fabric recall, auto-curated wiki, and surgical context injection. Runs locally, any LLM provider.

    GitHub repository with 1,107 stars and 104 forks.

    Trending score: 2.09; stars gained: +5; forks gained: +2.

    Language: Python

    Topics: ai-memory, context-injection, docker, ground-truth, hermes-agent, local-first

  4. 4. Dataojitori/nocturne_memory

    A lightweight, rollbackable, and visual Long-Term Memory Server for MCP Agents. Say goodbye to Vector RAG and amnesia. Empower your AI with persistent, graph-like structured memory across any model, session, or tool. Drop-in replacement for OpenClaw.

    GitHub repository with 1,203 stars and 149 forks.

    Trending score: 1.78; stars gained: +5; forks gained: +1.

    Language: Python

    Topics: agentic-ai, ai-memory, artificial-intelligence, long-term-memory, mcp, mcp-server

  5. 5. IAAR-Shanghai/Awesome-AI-Memory

    Awesome AI Memory | LLM Memory | A curated knowledge base on AI memory for LLMs and agents, covering long-term memory, reasoning, retrieval, and memory-native system design. Awesome-AI-Memory 是一个 集中式、持续更新的 AI 记忆知识库，系统性整理了与 大模型记忆（LLM Memory）与智能体记忆（Agent Memory） 相关的前沿研究、工程框架、系统设计、评测基准与真实应用实践。

    GitHub repository with 987 stars and 93 forks.

    Trending score: 1.73; stars gained: +4; forks gained: +0.

    Language: Python

    Topics: agent-memory, ai-memory, continual-learning, llm-memory, long-term-memory, memory-systems

  6. 6. munch2u-a11y/Helix-AGI

    Helix-AGI is an Agentic Workflow LLM wrapper that uses a spatial-graph-based-memory retrieval system. The agent's focus center is mapped within the spatial mind (8d .npy) with every turn allowing the importance of each memory/belief to be determined by numerous additional metrics beyond pure cosine similarity.

    GitHub repository with 37 stars and 5 forks.

    Trending score: 1.59; stars gained: +4; forks gained: +0.

    Language: Python

    Topics: agi, ai, agentic-ai-architecture, ai-agent, ai-agentic, ai-agents-automation

Trending in Python

  1. 1. chopratejas/headroom

    Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 60-95% fewer tokens, same answers. Library, proxy, MCP server.

    GitHub repository with 27,902 stars and 1,891 forks.

    Trending score: 6.49; stars gained: +2,776; forks gained: +250.

    Language: Python

    Topics: agent, ai, anthropic, claude-code, compression, context-engineering

  2. 2. harry0703/MoneyPrinterTurbo

    利用AI大模型，一键生成高清短视频 Generate short videos with one click using AI LLM.

    GitHub repository with 87,926 stars and 12,612 forks.

    Trending score: 6.02; stars gained: +1,097; forks gained: +218.

    Language: Python

    Topics: ai, automation, chatgpt, moviepy, python, shortvideo

  3. 3. pewdiepie-archdaemon/odysseus

    Self-hosted AI workspace.

    GitHub repository with 71,294 stars and 9,086 forks.

    Trending score: 5.98; stars gained: +834; forks gained: +140.

    Language: Python

  4. 4. NousResearch/hermes-agent

    The agent that grows with you

    GitHub repository with 193,883 stars and 33,934 forks.

    Trending score: 5.92; stars gained: +753; forks gained: +209.

    Language: Python

    Topics: ai, ai-agent, ai-agents, anthropic, chatgpt, claude

  5. 5. NVIDIA/SkillSpector

    Security scanner for AI agent skills. Detect vulnerabilities, malicious patterns, and security risks.

    GitHub repository with 5,654 stars and 427 forks.

    Trending score: 5.61; stars gained: +874; forks gained: +76.

    Language: Python

  6. 6. rohitg00/ai-engineering-from-scratch

    Learn it. Build it. Ship it for others.

    GitHub repository with 32,527 stars and 5,342 forks.

    Trending score: 5.59; stars gained: +762; forks gained: +135.

    Language: Python

    Topics: agents, ai, ai-agents, ai-engineering, computer-vision, course

Trending topic: ai-memory

  1. 1. thedotmack/claude-mem

    Persistent Context Across Sessions for Every Agent – Captures everything your agent does during sessions, compresses it with AI, and injects relevant context back into future sessions. Works with Claude Code, OpenClaw, Codex, Gemini, Hermes, Copilot, OpenCode + More

    GitHub repository with 82,338 stars and 7,111 forks.

    Trending score: 4.46; stars gained: +144; forks gained: +13.

    Language: JavaScript

    Topics: ai, ai-agents, ai-memory, anthropic, artificial-intelligence, chromadb

  2. 2. supermemoryai/supermemory

    Memory and context engine + app that is extremely fast, scalable, and can be run fully locally. The Memory API for the AI era.

    GitHub repository with 27,020 stars and 2,349 forks.

    Trending score: 4.23; stars gained: +97; forks gained: +10.

    Language: TypeScript

    Topics: agent-memory, ai-memory, cloudflare-kv, cloudflare-pages, cloudflare-workers, drizzle-orm

  3. 3. activeloopai/hivemind

    Hivemind turns your traces into reusable skills across agents

    GitHub repository with 1,176 stars and 71 forks.

    Trending score: 3.65; stars gained: +39; forks gained: +4.

    Language: TypeScript

    Topics: ai, ai-agents, ai-memory, anthropic, artificial-intelligence, claude

  4. 4. plastic-labs/honcho

    Memory library for building stateful agents

    GitHub repository with 5,156 stars and 626 forks.

    Trending score: 3.64; stars gained: +44; forks gained: +12.

    Language: Python

    Topics: ai, llm, memory, personalization, embeddings, rag

  5. 5. zhu1090093659/deepseek-pp

    DeepSeek Web browser extension: AI agent workspace with MCP tools, memory, Skills, automation, web search, and conversation export.

    GitHub repository with 757 stars and 93 forks.

    Trending score: 3.30; stars gained: +34; forks gained: +6.

    Language: TypeScript

    Topics: agentic-ai, ai-agent, ai-memory, automation, browser-extension, chrome-extension

  6. 6. topoteretes/cognee

    Cognee is the open-source AI memory platform for agents. Give your AI agents persistent long-term memory across sessions with a self-hosted knowledge graph engine.

    GitHub repository with 17,829 stars and 1,888 forks.

    Trending score: 2.93; stars gained: +26; forks gained: +5.

    Language: Python

    Topics: ai, cognitive-architecture, vector-database, ai-agents, graph-database, ai-memory