1.6 KiB
1.6 KiB
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- ### Tasks
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- ### Notes
- KaraKeep-Highlights-Summary
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mindmap root((AI Agent Systems & Deployment)) Multi-Agent Systems & Handoffs Explicit Prompted Instructions Conditional Edges & Command Objects Fragile Implementations Tension: Flexibility vs Scripted Control Agent Framework Ecosystems LangChain High-Level Rapid Assembly Provider Agnostic Design Middleware for Customization LangGraph Low-Level Fine-Grained Control Production-Grade Long Running Agents Trade-Off: Ease vs Control Open-Source Protocols & Standards MCP Donation to Linux Foundation Challenges: Complexity, Security, Performance Institutional Push for AI Standards Adoption Uncertainty & Ecosystem Impact Tiny AI Models & Edge Deployment Aggressive Quantization Techniques llama.cpp Framework Vision-Language Fusion Models Qwen 3 Series: Low-Power High Performance Enabling AI on Raspberry Pi & Similar Emerging Research Directions Adaptive Agent Handoff & Orchestration Balancing Protocol Standardization & Research Agility Model Compression & Cross-Modal Integration Middleware Design Patterns for Agent Loops Secure, Performant Multi-Agent Protocols
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