Feature Request: Automated Persistent Context Integration for OpenAI Assistants
Proposal Overview: I propose the introduction of an “Automated Persistent Context Integration” feature within OpenAI’s platform. This advanced feature would autonomously monitor user interactions, capturing and integrating relevant data into a personalized and vector-searchable context store. This proactive approach would streamline user experience by minimizing manual context reentries and enhancing the assistant’s responsiveness to individual user needs over time.
Detailed Components:
- Automated Context Learning:
- The system would employ algorithms to analyze user inputs during interactions, identifying frequently used terms, commands, or contextual references.
- It would automatically suggest or directly incorporate these recurring elements into the user’s personalized context, pending user approval for added security and control.
- Vector Store Personalization:
- Utilizing existing capabilities of handling up to 512 MB files, users could have a dedicated vector store maintaining detailed command histories, specific domain instructions, and commonly used settings that evolve with their usage patterns.
- Dynamic Context Management:
- Users could dynamically manage their context data via API calls, allowing for real-time updates, modifications, or deletions, ensuring the assistant’s understanding remains aligned with the user’s evolving requirements.
- Integration with Assistant Memory:
- The automatically updated context would seamlessly integrate into the assistant’s operational memory, enabling it to apply user-specific knowledge without repetitive manual instructions.
- Security and Privacy:
- Implement stringent security measures to protect personal data, ensuring users have full control over their information with clear options for data access, modification, and deletion.
- User Interface for Context Management:
- Develop a user-friendly interface on the OpenAI platform, allowing users to easily manage their personalized contexts—viewing, editing, or removing entries as needed.
You can even incorporate this type of thing into the API as well Like automated database creation functions using the vector files