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English(EN) Deep dive: building SMP (Structural Memory Protocol), a structural code-graph MCP server in Python, benchmarking it against codebase-memory-mcp on the same hard

AI代理的讨论：开发、提示技术和多模型使用

作者 PulseAugur 编辑部 · [3 个来源] ·

本次讨论探讨了AI代理及其开发的各个方面。一篇帖子详细介绍了名为Structural Memory Protocol (SMP) 的基于Python的结构化代码图服务器的创建和基准测试。另一篇帖子总结了书籍《AI Agents: The Definitive Guide》中的关键概念，涵盖了代理架构、诸如Chain of Thought (CoT) 和Tree of Thoughts (ToT) 等提示技术，以及代理交接和ReAct循环的机制。第三篇帖子强调了在AI项目中为不同任务实际使用多个大型语言模型（如generative pre-trained transformer、Claude和Gemini）的用途。 AI

影响 为开发者提供了关于AI代理架构、提示策略和实际多模型使用的见解。

排序理由 该集群包含关于AI代理开发和概念的博客文章和讨论，而不是主要的发布或重大行业事件。

在 Mastodon — fosstodon.org 阅读 →

AI 生成摘要 · Google Gemini · 来自 3 个来源。 我们如何撰写摘要 →

AI代理的讨论：开发、提示技术和多模型使用

本文如何被排名

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3 / 100
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Commentary
该集群包含关于AI代理开发和概念的博客文章和讨论，而不是主要的发布或重大行业事件。
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product, paper, other
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High
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Breaking (< 6h)
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完整方法见我们的编辑标准。

报道来源 [3]

  1. Mastodon — fosstodon.org TIER_1 English(EN) · [email protected] ·

    Deep dive: building SMP (Structural Memory Protocol), a structural code-graph MCP server in Python, benchmarking it against codebase-memory-mcp on the same hard

    Deep dive: building SMP (Structural Memory Protocol), a structural code-graph MCP server in Python, benchmarking it against codebase-memory-mcp on the same hardware, and the perf bug my own benchmark caught. # python # mcp # ai # devtools # software # coding # development # engin…

    链接 dev.to/…/i-indexed-a-96k-file-linux-kerne…
  2. Mastodon — fosstodon.org TIER_1 English(EN) · [email protected] ·

    I'm currently reading AI Agents: The Definitive Guide by Nicole Koenigstein for a book club. In an effort to solidify my learnings and get the most out of the b

    I'm currently reading AI Agents: The Definitive Guide by Nicole Koenigstein for a book club. In an effort to solidify my learnings and get the most out of the book, I'm noting things that stand out to me as I read through each chapter. Maybe this can also provide some quick knowl…

    链接 dev.to/…/understanding-ai-agent-architect…
  3. Mastodon — fosstodon.org TIER_1 English(EN) · [email protected] ·

    Most LLM projects end up talking to more than one vendor: GPT for one job, Claude for another, Gemini... # ai # openai # python # llm # software # coding # deve

    Most LLM projects end up talking to more than one vendor: GPT for one job, Claude for another, Gemini... # ai # openai # python # llm # software # coding # development # engineering # inclusive # community One OpenAI-compatible endpoint for GPT, Claude, Gemini and DeepSeek (Pytho…

    链接 dev.to/…/one-openai-compatible-endpoint-f…

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