Recallium

About

Developers often experience 'AI amnesia' when working with AI assistants, where every interaction starts from scratch, leading to repetitive explanations and missed opportunities for cross-project learning. Recallium solves this by serving as a persistent, self-hosted memory layer for all AI-powered developer tools. It automatically captures, clusters, and surfaces hard-won decisions, coding patterns, and project insights, ensuring that your AI agents learn and evolve with you, providing relevant context across all your projects and documents, all while keeping your data private and local.

Key Features

• 1 GitHub stars
• Provides a persistent, connected memory system across all IDEs, desktop agents, and projects.
• Offers cross-project intelligence to apply learned patterns and decisions universally.
• Integrates a document knowledge base, allowing upload and searchable access to PDFs, code, and more.
• Includes memory lifecycle management to update, inactivate, and reactivate memories, keeping context current.
• Ensures privacy with a local, self-hosted architecture where all data remains on your machine.

Use Cases

• Eliminating repetitive explanations to AI coding assistants by providing persistent, cross-project context.
• Analyzing development patterns across multiple projects to inform future architectural and coding decisions.
• Integrating external documentation (e.g., API specs, security guidelines) into the AI's knowledge base for instant understanding and code generation.