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RT @MLB: Game 7 of the 2025 World Series averaged 51 million viewers combined across the United States, Canada, and Japan making the thrill…

RT @MLB: Game 7 of the 2025 World Series averaged 51 million viewers combined across the United States, Canada, and Japan making the thrill…

📈 Leading Growth @GroqInc 📌 Prev @a16z @HubSpot @TheHustle 💻 Chronically online: https://t.co/AkbwhoTr0K 📘 Wrote https://t.co/w1DBDrOZdI 🎙 Podcast at @sydlis 👇

avatar for Steph Smith
Steph Smith
Wed Nov 05 23:39:05
RT @geoffreylitt: Kinda funny that “neurosymbolic program synthesis” ended up being “AI uses terminal to call typechecker in a loop”

RT @geoffreylitt: Kinda funny that “neurosymbolic program synthesis” ended up being “AI uses terminal to call typechecker in a loop”

gpu enjoyer at @modal. he/him. ex @full_stack_dl, @weights_biases (acq. @CoreWeave), phd Berkeley @Redwood_Neuro. try https://t.co/SYWVMCazZ3

avatar for Charles 🎉 Frye
Charles 🎉 Frye
Wed Nov 05 23:37:23
总结

总结

A coder, road bike rider, server fortune teller, electronic waste collector, co-founder of KCORES, ex-director at IllaSoft, KingsoftOffice, Juejin.

avatar for karminski-牙医
karminski-牙医
Wed Nov 05 23:36:16
结构化笔记到子Agent

结构化笔记到子Agent

总结

avatar for karminski-牙医
karminski-牙医
Wed Nov 05 23:36:15
AI聊多了会失去记忆?

给大家整理了个给AI增加记忆的7种工程实现, 包括

1. 上下文压缩
2. RAG + 向量数据库
3. 知识图谱记忆
4. 结构化笔记
5. 分层记忆架构
6. 子代理架构
7. 动态上下文管理

(有些部分其实有交叉, 所以分类并不严格)

建议注意好的实践方式还是先尝试上下文压缩, 毕竟简单见效快, 然后考虑昨天给大家分享的 Anthropic 方法, 使用 MCP 来减少上下文消耗.

这些简单的都尝试完毕了, 再上复杂的框架.

AI聊多了会失去记忆? 给大家整理了个给AI增加记忆的7种工程实现, 包括 1. 上下文压缩 2. RAG + 向量数据库 3. 知识图谱记忆 4. 结构化笔记 5. 分层记忆架构 6. 子代理架构 7. 动态上下文管理 (有些部分其实有交叉, 所以分类并不严格) 建议注意好的实践方式还是先尝试上下文压缩, 毕竟简单见效快, 然后考虑昨天给大家分享的 Anthropic 方法, 使用 MCP 来减少上下文消耗. 这些简单的都尝试完毕了, 再上复杂的框架.

为什么AI需要记忆

avatar for karminski-牙医
karminski-牙医
Wed Nov 05 23:36:13
RT @garrytan: Wabi is one of the most important new consumer codegen apps — it's a little bit of an Instagram moment for true no-code all o…

RT @garrytan: Wabi is one of the most important new consumer codegen apps — it's a little bit of an Instagram moment for true no-code all o…

AI Apps investing @ A16Z; A1111; Boards of Krea, Deel, Clutch, Titan, Arc Boats, Untitled, Happy Robot + more; If you’re not at the table, you’re on the menu

avatar for Anish Acharya
Anish Acharya
Wed Nov 05 23:35:03
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