memory-vector-bgev2.0.0

Enhances personal AI assistants by maintaining long-term user preferences and habits. It uses the USER.md and SOUL.md files to remember user-specific details like daily routines, communication styles, and personality traits, enabling more personalized and context-aware interactions over time.

Improves customer support bots by storing and retrieving knowledge from past interactions. The AGENTS.md and MEMORY.md files help define behavior rules and core guidelines, while vector search quickly finds relevant solutions based on semantic similarity to user queries.

Supports healthcare applications by tracking patient habits and preferences in USER.md and medical guidelines in MEMORY.md. The automatic distillation process extracts key health-related information from daily logs, aiding in personalized care plans and reminders.

Facilitates adaptive learning by storing student progress and educational content in knowledge layers. The IDENTITY.md file defines tutor roles, and vector search retrieves tailored learning materials based on past sessions and importance scores.

Streamlines corporate knowledge bases by organizing tools and configurations in TOOLS.md and agent rules in AGENTS.md. The multi-layer sync ensures critical information is distilled into long-term storage, enabling efficient retrieval for employee queries and decision-making.

Offer the memory-vector skill as a cloud-based service with tiered plans based on storage capacity and API usage. Revenue comes from monthly or annual subscriptions, targeting businesses and developers needing scalable AI memory solutions.

Sell customized licenses to large organizations for on-premises deployment, including premium support and integration services. This model focuses on high-security needs and tailored configurations, generating revenue through one-time fees and maintenance contracts.

Provide a free basic version with limited features, such as basic vector search, and charge for advanced capabilities like automated distillation, priority support, and enhanced security. Revenue is driven by upgrades and add-on purchases from individual users and small teams.