Course
Give your AI a permanent memory of your business. A course for people who use ChatGPT or Claude daily.Compound Context

Letta is a platform for developers to create smart AI agents that can truly learn and remember things. It helps you build AI that keeps improving itself over time, handles complex tasks, and integrates easily into your apps, giving your AI a long-term memory.

Free Option

About Letta

Who It's For

Letta is for developers building AI agents that learn and remember. It's perfect for creating smart chatbots, personal assistants, or automated tools. Your AI will track past talks and new information, constantly improving.

What You Get

You get a powerful system to give your AI agents a long-term memory. Letta offers tools for unique AI personalities and connects your agents to many AI models and applications. A visual space also shows how your agent thinks.

How It Works

Letta helps your AI agents manage information with a clever memory system. Agents can read, write, and change their own memories. This lets them learn from what they do, avoiding forgotten details. They continuously improve without starting fresh.

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Features & Capabilities

⚙️ Core Agent Development

Agents API

Build and deploy highly autonomous, long-running AI agents locally or in the cloud.

Agent Development Environment (ADE)

Visualize an agent's memory, reasoning steps, and tool calls through a no-code UI.

Stateful Agents

Create AI agents that continually learn from experience and retain long-term memory across different LLMs.

AI Memory SDK

Utilize Letta's advanced memory systems across any development framework.

🚀 Deployment & Scalability

Letta Cloud

Create, deploy, and manage AI agents at scale with production applications backed by agent microservices and REST APIs.

Agents as APIs

Access and integrate agents into applications through ready-to-use REST API endpoints, complete with authentication and identities.

Production Scaling

Scale agent solutions from initial prototypes to millions of agents on the same stack, ensuring data and state safety.

Framework Agnostic

Program and connect agents to applications using Letta’s APIs, SDKs, and integrations across various frameworks.

🛠️ Agent Control & Evaluation

Context Management

Enable agents to intelligently manage their own context windows by reading and writing to memory blocks and define rules to constrain behavior.

Tool Integrations

Define custom tools executable in cloud sandboxes and integrate pre-built tools via APIs and SDKs.

Letta Evals

Utilize an open-source evaluation framework to systematically test stateful agents, compare models, and prevent regressions.

Production Versioning

Version agent designs using templates, apply upgrades to existing agents, and roll back changes when needed.

Use Cases

Building Personalized & Empathetic AI Assistants

Businesses struggle to create AI experiences that truly understand and remember individual users. Letta enables developers to build stateful AI assistants with long-term memory and evolving personalities, allowing for deeply personalized interactions that improve over time, such as intelligent chatbots or AI companions.

Customer Service, E-commerce, Consumer TechFor: AI Developers, Product Managers, Customer Experience Leaders

Deploying Secure, Private Enterprise AI Knowledge Agents

Enterprises require AI agents capable of securely accessing and reasoning over internal, proprietary data without privacy concerns or vendor lock-in. Letta's open-source and self-hostable framework allows developers to create private enterprise-grade AI agents, such as specialized medical or financial assistants, ensuring full data ownership and customizable access to internal knowledge.

Enterprise SaaS, Financial Services, HealthcareFor: Enterprise AI/ML Engineers, IT Security Teams, Data Privacy Officers

Automating Complex Business Workflows with Learning Agents

Organizations seek to automate complex, multi-step business processes that require dynamic decision-making and continuous adaptation. Letta empowers developers to build agents that integrate with custom tools and external data sources, creating intelligent, long-running AI workflows—like automated email monitoring or proactive data synthesis—that learn and self-improve from experience.

Operations, Marketing, Sales, ITFor: AI Developers, Automation Engineers, Business Process Owners

Developing and Evaluating Production-Ready AI Agents

Building reliable, scalable, and continuously improving AI agents presents significant development and testing challenges. Letta provides a comprehensive platform, including the Agent Development Environment for visualizing reasoning and the Letta Evals framework, enabling developers to build, debug, and systematically test stateful agents to ensure high performance and prevent regressions in production.

Software Development, AI/ML EngineeringFor: AI/ML Engineers, Software Architects, QA Engineers

Frequently asked questions

Letta is an open-source framework for building stateful AI agents that can maintain memory and context across long-running conversations. Built by the researchers behind MemGPT, Letta enables developers to create AI assistants (chat or voice) that learn and evolve from interactions without starting from scratch each time.

Letta offers custom AI personalities, long-term memory, voice integration, REST APIs, privacy-first design, and open-source flexibility. The platform includes an advanced context management system that prevents agents from forgetting when their context window fills up, allowing them to maintain memories across sessions and continuously improve.

Letta uses a sophisticated memory hierarchy with self-editing memory split between in-context and out-of-context memory. The agent's in-context memory is composed of persistent editable memory blocks, and agents control their context window by using tools to edit, delete, or search for memory. This creates perpetual self-improving agents with infinite message history.

Letta integrates with multiple large language models including OpenAI, Anthropic, and Mistral.

Yes, Letta is designed for developers who have experience with language models. However, the platform provides developer quickstarts, guides, and educational resources like the Codecademy "Intro to AI Agents with Letta" course to help you get started.

You can deploy Letta using Railway's one-click deploy button. After deployment, you need to set environment variables (like OPENAI_API_KEY and DATABASE_URL), access the dashboard via Railway's provided domain, create your assistant, and integrate it with your apps.

Essential environment variables include OPENAI_API_KEY (to connect to an AI model), DATABASE_URL (to manage assistant state and user data), PORT (the network port where the app runs), and NODE_ENV (to define the environment as production or development).

You can build your first agent in 5 minutes using the Letta API with Python or TypeScript.

Letta supports a variety of applications including personalized chatbots requiring long-term memory and evolving personas (such as AI companions), agents connected to external data sources (like private enterprise ChatGPT deployments or medical assistants), agents connected to custom tools (such as chatbots that search the web for news), and automated AI workflows (like email monitoring agents).

Letta is completely free and open-source with no licensing fees or restrictions on usage. Your only costs come from hosting and API usage (such as OpenAI tokens or database hosting).

Letta provides full data ownership, open customization, and the freedom to choose your model—unlike closed platforms that lock you into subscriptions. The open-source nature means you can self-host the framework and maintain complete control over your agents and data.

Yes, Letta is open-source and self-hostable, giving you the option to run your own server rather than relying on Letta Cloud.

Tags

Specifications

Deployment
Browser
API
Cloud
Target Audience
Individual
Startup
Business
Enterprise
Complexity
Developer

Pricing

Free

Per monthly

Free
  • 5,000 monthly credits
  • Access the Letta API
  • Edit agents visually in the ADE
  • 2 agent templates
  • 1 GB of storage

Pro

Per monthly

$20
  • 20,000 monthly credits
  • Pay-as-you-go credit overage
  • Unlimited agents
  • 20 agent templates
  • 10 GB of storage

Enterprise

Per monthly

Contact sales
  • BYOK support
  • SAML/OIDC SSO authentication
  • Role-based access control
  • Dedicated support
  • Up to ∞ agents & storage
  • Custom model deployments
  • BYOC deployment options

✓ Free plan • ✓ Plans from $20 / monthly • ✓ Enterprise options

Integrations

GitHub
MemGPT
Python
Node.js
Next.js
React

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