How to Fix Your Context
17 days ago
- #LLM
- #AI Optimization
- #Context Management
- Context failures include Context Poisoning, Distraction, Confusion, and Clash.
- Context Management Tactics: RAG, Tool Loadout, Context Quarantine, Pruning, Summarization, Offloading.
- RAG (Retrieval-Augmented Generation) selectively adds relevant information to improve LLM responses.
- Tool Loadout involves selecting relevant tools for a task, improving efficiency and accuracy.
- Context Quarantine isolates contexts in dedicated threads to avoid irrelevant content.
- Context Pruning removes unnecessary information to maintain context quality.
- Context Summarization condenses long contexts to prevent distraction and improve focus.
- Context Offloading stores information outside the LLM's context for better management.
- Effective context management is crucial for optimizing LLM performance and efficiency.