gemini-cli - 💡(How to fix) Fix [Feature Request] Implement block attention to enable more nuanced memory and context engineering per request in Gemini [1 participants]

TL;DR

Implementing a dynamic context management system, as proposed in the research paper, could potentially address the issue of linearly additive LLM context and improve performance.

Guidance

• Review the research paper (https://arxiv.org/pdf/2409.15355) to understand the proposed solution for dynamic context management.
• Consider how the ideas presented in the paper could be applied to Gemin's agentic capabilities and coding capabilities to improve context management.
• Investigate the feasibility of implementing a system that allows users/API callers to construct context and dynamically match it against cached pieces.
• Evaluate the potential benefits of such a system, including reduced costs and improved performance due to minimized context rot.

Notes

The provided information lacks specific technical details about the current implementation, making it challenging to provide a more detailed solution. The research paper seems to offer a potential solution, but its implementation would require further investigation and consideration of the specific requirements and constraints of the Gemin system.

Recommendation

Apply workaround: Implementing a dynamic context management system, as proposed in the research paper, could potentially address the issue of linearly additive LLM context and improve performance. This approach may require significant development and testing efforts but could lead to improved performance and cost savings.