GetProfile

Introduction to GetProfile

GetProfile is a self-hosted and open-source solution for managing user profiles and long-term memory for AI agents. Designed to enhance the interaction between AI models and users, it provides structured, context-aware data that can be injected into prompts without overwhelming the model with unstructured text. Unlike generic memory solutions, GetProfile extracts natural language summaries, typed traits with confidence scores, and relevant memories with importance levels, storing them in a PostgreSQL database for persistent and scalable use.

The product offers an OpenAI-compatible proxy, allowing seamless integration with existing AI workflows. This means developers can enhance their applications with personalized and context-aware interactions without modifying their existing codebase. GetProfile also enables full customization of user traits, giving developers control over what data is collected, extracted, and injected into prompts. It is designed for ease of deployment using Docker, making it simple to integrate into any environment.

Takeaways

• Self-hosted and open-source
• Structured user profiles with natural language summaries, traits, and memories
• OpenAI-compatible proxy for seamless integration
• Fully customizable user trait schema
• Lightweight proxy built with Hono, using PostgreSQL for storage
• Easy deployment with Docker
• No changes needed to existing OpenAI-based code
• Focus on privacy and data ownership

How GetProfile Works

GetProfile operates as a proxy between AI agents and LLM providers. Here’s how it works:

1. Your agent sends a request to the GetProfile proxy.
2. GetProfile enriches the request by adding the user's profile summary, traits, and relevant memories.
3. The enriched request is forwarded to the LLM provider.
4. The LLM generates a response based on the enriched prompt.
5. The response is sent back to your agent.
6. GetProfile updates the user profile and memory in the background.

This process ensures that each interaction benefits from the user's history and traits without increasing the complexity of the prompt or affecting the model's performance.

Core Benefits and Applications

GetProfile is ideal for developers building AI-powered applications that require persistent, structured user understanding—such as chatbots, virtual assistants, and personalized recommendation systems.