DeltaMemory - Long-Term Context for AI Agents

Persistent memory for AI agents that actually remembers.

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Updated Jul 2026 · Added Jul 2026

deltamemory.com

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What is Deltamemory?

DeltaMemory is a cognitive memory layer for production AI agents that solves the problem of agents forgetting context between interactions. It automatically extracts facts from conversations, builds knowledge graphs, and compresses raw token history by 3,714x while maintaining 89% accuracy. Designed for developers and enterprises deploying AI agents in production, it integrates with popular frameworks like LangChain, CrewAI, and n8n with just a few lines of code.

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Key Features of Deltamemory

Persistent recall across agent sessions
Automatic fact extraction from conversations
Knowledge graph construction
3,714x token compression
Temporal reasoning capabilities
50ms p50 query latency
Built-in observability and tracing
Framework-native integrations (Vercel AI SDK, LangChain, CrewAI, n8n, AutoGen)
SOC 2 and HIPAA ready
On-premise and cloud deployment options
Audit logs and provenance tracking
Cryptographic ownership of memory graphs
Fine-grained consent controls

Who Should Use Deltamemory?

Medical AI assistants remembering patient history and care preferences

Production AI agent memory across sessions

Enterprise teams shipping AI agents to production

Healthcare systems requiring HIPAA compliance

Deltamemory: Pros & Cons

✓Pros

3,714x token compression reduces costs by 97% vs raw re-processing
89% accuracy on LoCoMo benchmark
Three-line SDK integration
No schema design or embedding pipelines required
Framework-native integrations with major tools
Full observability and debugging capabilities
SOC 2 and HIPAA compliance built-in
99.9% uptime SLA for enterprise
Flexible deployment (cloud, on-premise, VPC)
Complete audit trails and provenance tracking

Frequently Asked Questions about Deltamemory

How does DeltaMemory compress conversations?

It automatically extracts facts from raw conversations and builds knowledge graphs, compressing 26M tokens into 7K tokens through structured fact storage instead of raw re-processing.

What frameworks does DeltaMemory integrate with?

It has first-class integrations with Vercel AI SDK, LangChain, CrewAI, n8n, and AutoGen.

How long does it take to add DeltaMemory to my agents?

You can add memory to any agent in three lines of code by installing the SDK, connecting to your DeltaMemory instance, and calling ingest/recall.

Is DeltaMemory compliant with healthcare regulations?

Yes, DeltaMemory is HIPAA-ready and SOC 2 compliance-ready with encryption at rest and cryptographic ownership of memory graphs.

What deployment options are available?

DeltaMemory can be deployed as a managed cloud service or on-premise in your own VPC with multi-tenant isolation and per-user session management.