Agent记忆基础设施行业Player概览2026H1
2026年上半年独立第三方Agent记忆基础设施行业深度分析，对比Mem0、Clipto、Letta、Zep、Cognee、Hindsight、Microsoft Memora等核心玩家，拆解三条技术路线、量化基准与商业化终局推演。
标签：2026 H1
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Agent Architecture LangGraph Actor Model MCP Human-in-the-Loop Data Compliance Web Scraping RAG Security Retrieval Agent Memory Developer Ecosystem Industry Analysis Workflow AI Agent Framework Selection Engineering Practice Beginner Guide CrewAI Dify 框架选型 工程实践 新人指南 Long-term Memory Short-term Memory Context Vector Database Indexing Multi-Agent Collaboration Prompt Injection Tool Use Session User Identity Consistency Fact Anchoring System Design AI Infrastructure Memory 2026 H1 AI-Native 范式 智能体 架构 AI Dopamine Digital Detox Retro-Humanism Thought Experiment Pure Entertainment Paradigm COT ReAct Comparison Human-AI Collaboration Future of Work Alignment Governance RPA Enterprise Automation HITL 企业自动化 工作流 GraphRAG Knowledge Graph LLM Cognitive Science AI Impact Human-AI Interaction 2026 Outlook Prompt Engineering Deep Research Reinforcement Learning Decision Making Agent Design System Architecture Strong Super-Agent OpenClaw