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Agent Memory
Playground

Test, compare, and benchmark AI memory systems in real-world conversational scenarios. Upload documents, chat with context-aware AI, and analyze performance across different memory architectures.

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Memory System Testing

Compare EngramIQ, Zep, and other memory systems side-by-side. Test recall accuracy, response times, and context retention across different architectures.

EngramIQZepExtensible
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Document Intelligence

Upload PDFs, manuals, contracts, and receipts. AI automatically extracts key information, creates searchable memories, and enables contextual conversations about your documents.

PDF ProcessingEntity ExtractionSemantic Search
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Performance Analytics

Track memory retrieval latency, relevance scores, token usage, and conversation patterns. Generate detailed benchmarks and compare system performance over time.

Latency TrackingRelevance ScoresBenchmarks
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Multi-LLM Support

Test memory systems with different language models. Compare how Grok, GPT-4o, Claude, and Gemini interact with various memory architectures.

Grok 4 FastGPT-4o MiniClaude Sonnet
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Contextual Conversations

Have natural conversations where AI remembers your documents, previous discussions, and preferences. Test how well different memory systems maintain context over time.

Context RetentionMemory RecallConversation Flow
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Developer Tools

Built for researchers and developers. Export data, run custom benchmarks, integrate with your own memory systems, and contribute to the community.

API AccessData ExportOpen Source

Perfect For

AI Researchers

Benchmark memory systems, compare architectures, and publish performance studies with real-world conversational data.

Memory System Developers

Test your memory system against others, identify performance bottlenecks, and optimize for real-world usage patterns.

AI Product Teams

Evaluate memory solutions for your applications, understand trade-offs, and make informed architectural decisions.

Document Management

Upload and organize documents with AI-powered search, extraction, and contextual conversation capabilities.

Ready to Test Memory Systems?

Join researchers, developers, and AI enthusiasts in exploring the future of memory-enhanced AI.

🚀Start Your Memory Journey