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README.md
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title: 🧠 MemMachine
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emoji: 🧠
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colorFrom: green
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sdk: docker
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pinned:
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short_description:
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app_port: 7860
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hf_oauth: true
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hf_oauth_scopes:
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hf_oauth_authorized_org:
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- Memverge
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tags:
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- ai-agents
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- agent
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- chatbot
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- llm
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- memory
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- graph
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---
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# 🧠 MemMachine Playground
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**
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A powerful playground for experimenting with various Large Language Models (LLMs) enhanced by MemMachine's persistent memory system. Compare conversations with and without memory to see how AI memory transforms your interactions.
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- Toggle "Compare with Control persona" to see responses with/without memory
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- See how memory enhances the AI's understanding
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### Advanced Features
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- **Multiple Sessions**: Create different conversation sessions for different topics
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title: 🧠 MemMachine Playground – AI Memory for LLMs & Agents
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emoji: 🧠
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colorFrom: green
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colorTo: gray
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sdk: docker
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pinned: true
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short_description: Official MemMachine playground for AI, agent memory for LLMs
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app_port: 7860
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hf_oauth: true
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hf_oauth_scopes:
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hf_oauth_authorized_org:
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- Memverge
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tags:
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- ai-memory
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- persistent-memory
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- agent-memory
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- multi-llm
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- llm-playground
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- ai-agents
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- memory
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- chatbot
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- open-source
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- agents
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---
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# 🧠 MemMachine Playground
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**This is the official interactive playground for MemMachine (memmachine.ai) — the universal memory layer for AI agents**
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A powerful playground for experimenting with various Large Language Models (LLMs) enhanced by MemMachine's persistent memory system. Compare conversations with and without memory to see how AI memory transforms your interactions.
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- Toggle "Compare with Control persona" to see responses with/without memory
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- See how memory enhances the AI's understanding
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## 🔍 Keywords (for discoverability)
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**Core concepts**
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- AI memory
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- Persistent memory for LLMs
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- Agent memory
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- Memory for AI agents
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**Use cases**
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- AI agents with memory
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- Long-term memory for LLMs
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**Product & platform**
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- Multi-LLM playground
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- MemMachine AI memory
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- LLM memory
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### Advanced Features
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- **Multiple Sessions**: Create different conversation sessions for different topics
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