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Agent Group 知识库 Wiki

欢迎访问 Agent Group Wiki！本 Wiki 自动同步自 主仓库。

学习笔记

agent

• hook-system-comparison
• langchain-callback-system
• langchain-middleware-vs-pi
• pi-hook-react-loop-architecture

evaluation

• android-bench-architecture
• opik-bloom-integration
• production-trace-eval-langfuse

seed-driven-evaluation

• bloom-behavioral-evaluation

harness

• livekit-agents-architecture
• slate-architecture

abstractions

• llm-abstraction-comparison
• llm-call-return-encapsulation
• llm-framework-comparison
• llm-provider-best-abstraction

architecture

• codex-llm-abstraction
• kameo-request-mailbox-design
• kimi-cli-architecture
• nanoclaw-architecture
• openclaw-opik-observability-plugin
• republic-anchor-mechanism

concurrency

• kameo-request-toolcall-pattern
• state-snapshot-concurrency

context-management

• codex-context-management
• context-management-dual-mode
• context-transformation-comparison
• session-history-management

error-handling

• codex-error-handling-stream-interruption
• error-recovery-without-context-loss
• kameo-mailbox-full-error-handling
• structured-errors-retry

middleware

• middleware-callback-system

robotics

• dimensional-os-architecture
• emotion-system-design
• layered-motion-system

streaming

• async-streaming-first-class
• codex-streaming
• livekit-agents-duplex-pipeline
• livekit-agents-preflight-flushsentinel
• realtime-voice-agentscope
• streaming-comparison
• streaming-tool-assembly
• websocket-streaming-support

type-safety

• typed-message-parts-pydantic-ai

websocket

• openai-websocket-comparison

streaming

• agentscope-realtime-vs-kosong

vad

• livekit-vad-architecture

最佳实践

• agent-evaluation-best-practices
• emotion-motion-system-design
• history-item-checkpointer-design
• llm-error-handling-design
• rust-actor-runtime-for-agent-harness
• streaming-pull-debounced-push-design

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最后同步：2026-06-04 13:04:36 UTC