Cortefy is a universal, self‑improving memory layer for LLM applications, powering personalised AI experiences that cut costs and enhance user delight.
A customer tells your AI assistant they're allergic to peanuts on Monday. On Tuesday, they ask for a recipe recommendation, and your AI suggests a peanut butter cookie. That's the reality without persistent memory—every conversation starts from zero, users repeat their preferences, and you're paying for the same processing repeatedly.
Processing the same context repeatedly burns through your API budget. Every conversation requires full context, even when nothing has changed.
Having to re-explain everything makes users feel unheard. They expect AI to remember, but it forgets every time.
Your AI never gets smarter—it's stuck in an endless loop of amnesia. Without memory, there's no improvement over time.
That same customer returns on Tuesday. Your AI remembers their peanut allergy, their dietary preferences from Monday, and even their favorite cuisine style. It suggests a perfect recipe—safe, personalized, and exactly what they want. Cortefy gives your AI agents persistent memory that learns and improves with every interaction.
Every interaction is remembered, compressed, and instantly accessible. User preferences, conversation history, and context are stored across sessions.
Stop paying for redundant processing—memory eliminates repetition. Cuts prompt tokens by up to 80% and reduces API costs significantly.
Your AI gets smarter over time, learning from every conversation. Build meaningful relationships with users through personalized experiences.
Memory Compression Engine, Zero Friction Setup, Flexible Framework, and Built-in Observability.
Intelligently compresses chat history into highly optimised memory representations—minimising token usage and latency while preserving context fidelity. Cuts prompt tokens by up to 80%.
Learn MoreStart in seconds with a single-line install. Adds memory to your AI app—no config, no boilerplate. Works with pip install cortefyai or npm i cortefyai.
Learn MoreWorks with OpenAI, LangGraph, CrewAI & more—use Cortefy in Python or JS, your stack, your rules. Compatible with Autogen and all major AI frameworks.
Learn MoreTrack TTL, size, and access for every memory—debug, optimise, and audit with ease. Every memory is timestamped, versioned, and exportable.
Learn MoreDeploy Anywhere, No Tradeoffs: Run Cortefy on Kubernetes, air-gapped servers, or private clouds. Same API, same behaviour. Traceable by Default: Every memory is timestamped, versioned, and exportable.
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Cortefy helps AI remember what matters across Healthcare, Education, E-commerce, Customer Support, and Sales & CRM.
Smart Patient Care Assistant remembers patient history, allergies, and treatment preferences across visits.
Personalized learning experiences that remember student progress, preferences, and learning patterns.
Remember customer preferences, purchase history, and shopping behavior for personalized recommendations.
Context-aware support that remembers past interactions and provides consistent, personalized assistance.
Join 50k+ developers building AI applications with Cortefy. One-line install, infinite recall.
Get StartedCortefy helps developers and enterprises reduce costs and enhance AI.
Find answers to common questions about Cortefy's universal memory layer for LLM applications, features, pricing, and how to get started.
Cortefy is a universal, self-improving memory layer for LLM applications. It intelligently compresses chat history into optimized memory representations, cutting prompt tokens by up to 80% while preserving context fidelity. Cortefy works with OpenAI, LangGraph, CrewAI, and more—simply install with pip install cortefyai or npm i cortefyai and add memory to your AI app in seconds.
Getting started is easy! Install Cortefy with a single line: pip install cortefyai (Python) or npm i cortefyai (JavaScript). No config, no boilerplate—Cortefy adds memory to your AI app instantly. Works with your existing stack including OpenAI, LangGraph, CrewAI, and Autogen. Check out our docs for quickstart guides and examples.
Cortefy works with all major AI frameworks including OpenAI, LangGraph, CrewAI, Autogen, and more. It's compatible with both Python and JavaScript, so you can use it in your existing stack regardless of your tech stack. Cortefy integrates seamlessly with your current AI applications without requiring major refactoring.
Cortefy's Memory Compression Engine cuts prompt tokens by up to 80% while preserving context fidelity. In benchmarking tests, Cortefy outperforms OpenAI memory with 26% higher response quality and 90% fewer tokens. The compression intelligently optimizes chat history into highly efficient memory representations, significantly reducing your LLM spend.
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