GetProfile

About GetProfile

GetProfile is an open-source, self-hosted LLM proxy that provides persistent user profiles and long-term memory for AI agents. It extracts natural-language summaries, typed traits with confidence scores, and relevant memories with importance levels, storing structured profiles in your own PostgreSQL database.

Review

This review covers GetProfile's core capabilities, integration model, and suitability for different teams. The tool operates as an OpenAI-compatible gateway: by routing chat or completion requests through it (usually by changing base URL and headers), it injects profile summaries, traits, and relevant memories into prompts and updates those profiles over time with no application-code changes required.

Key Features

• Structured user profiles: natural-language summaries plus typed traits with confidence scores.
• Relevant memories stored with importance levels, enabling selective retrieval for prompts.
• OpenAI-compatible proxy model that automatically injects profile data into requests.
• Self-hosted architecture with profiles persisted to PostgreSQL on your infrastructure.
• Open-source core available on GitHub and free to run on your own servers.

Pricing and Value

GetProfile is offered as an open-source, self-hosted project with a free core-your primary costs are hosting and maintenance of the PostgreSQL instance and the service itself. The value proposition is centered on moving away from unstructured "blob" memories toward typed, scored profile data that you control in your own database, reducing the amount of custom memory-management code in your applications. A cloud offering that simplifies deployment is reportedly planned, which may introduce managed pricing for teams that prefer not to self-host.

Pros

• Easy integration path for existing agent/chat systems via a simple proxy change (base URL + headers).
• Structured traits and confidence scores make profile data more actionable than raw text blobs.
• Self-hosted and open-source, giving full control over data residency and customization.
• Profiles persisted in PostgreSQL so teams can query, back up, and manage data with standard tooling.
• Automatic injection and incremental profile updates reduce the need for application-level memory plumbing.

Cons

• Self-hosting requires ops effort and familiarity with deploying services and PostgreSQL.
• Non-technical users may find initial setup and configuration challenging until a managed cloud option is available.
• Quality of extracted traits and summaries depends on the model and prompts you choose, requiring some tuning.

GetProfile is best suited for developers and teams building agentic systems or chatbots who want structured, persistent user profiles and full control over their data. Smaller teams or non-technical users should wait for the planned managed cloud option or allocate time for deployment and tuning before adopting it in production.

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