diff --git a/blogs/2024/2024-09-22/index.md b/blogs/2024/2024-09-22/index.md new file mode 100644 index 0000000000..c4393a0309 --- /dev/null +++ b/blogs/2024/2024-09-22/index.md @@ -0,0 +1,205 @@ +--- +slug: 9月22日内容汇总 +title: 9月22日内容汇总 +authors: [garfield] +tags: [] +--- + +![alt text](maxresdefault.jpg) + +封面图:Safe by construction - Roberto Clapis + +## 🌟 AI 相关 + +:::tip 技术资讯 + +- [🥳来正式介绍下 LobeChat v1.19 版本的新功能](https://x.com/arvin17x/status/1837097802142470587) + - 支持 Artifacts + - 『发现』 页面全面焕新 + - 支持 GitHub Models 模型服务商 +- [《Hands-On Large Language Models》在本周读完了,这是今年唯二的我读过的关于大模型的最棒的书,另一本是《Build a Large Language Model (From Scratch)》](https://x.com/chenqing663/status/1837511826902601970) +- [永不贬值的16大资产](https://x.com/didengshengwu/status/1837110305102659668) +- [Really 🤯. Qwen 2.5 is outranking GPT-4o and o1-preview on Livebench coding category.](https://x.com/rohanpaul_ai/status/1837557221288186260) +- [Prompt chaining is a really useful technique to build more robust LLM applications. ](https://x.com/omarsar0/status/1836854828758356199) +- [RAG 技术精髓:检索、增强与生成的完美融合](https://x.com/shao__meng/status/1837056458292351405) +- [撞了100次南墙才明白的80条道理!](https://x.com/caijingshujuku/status/1836980683878580604) +- [现在是开始卷 AI 编辑器了吗?昨天看到一个类似 Cursor 的开源编辑器 - Void](https://x.com/vikingmute/status/1836579797558005868) +- [延迟 200ms,仅 ~7.6B,基于 Rust 实现推理库!🔥 支持在 Macbook Air 上端侧运行!端到端的语音会话式 AI - Moshi 正式宣布开源 ⚡️](https://x.com/tuturetom/status/1836940136929714385) +- [四张图 看懂本次降息的机遇与发展!!](https://x.com/didengshengwu/status/1836725850034876682) +- [It’s time 🍓. Today, we’re thrilled to open up early access to OpenAI o1- preview and o1-mini for GitHub Copilot Chat in VSCode. And there’s more: it’s also available in our GitHub models catalog, today!](https://x.com/mariorod1/status/1836855226864742827) +- [Very Powerful but very simple Prompting technique. Simply ask the LLM to re-read the question - and this significantly boosts LLM reasoning across diverse tasks and model types. 💡](https://x.com/rohanpaul_ai/status/1836890159314522445) +- [RAG 上下文检索最佳技术实践发布!⚡️ @AnthropicAI 将价格打到 1.02 美元/百万 token,并降低高达 67% 的错误率🔥](https://x.com/tuturetom/status/1836944896101601311) +- [拿捏人性 最硬核的手段](https://github.com/user-attachments/assets/be701bd3-934d-4113-9e5f-513f87db249e) +- [Advanced RAG (Notebooks) 教程涵盖从基础到高级 RAG 技术的各个方面,包括多查询检索、自反射 RAG、Agentic RAG 等多种高级技术](https://x.com/shao__meng/status/1836712960196305163) +- [微软推出了将web + work + Page结合在一起的新型办公工具:Copilot Pages,工作协作起来方便很多](https://x.com/aigclink/status/1835931927658029442) +- [这是我见过最简洁的博客&备忘录 GitHub 一键登录,编写并同步,数据直接存储到 GitHub 仓库。👍](https://github.com/mazzzystar/tinymind) +- [最新Qwen2.5刚刚发布了,这次一口气开源了一大串模型!有语言模型 Qwen2.5,编程模型Qwen2.5-Coder、数学模型 Qwen2.5-Math](https://x.com/aigclink/status/1836545580031746278) +- [Meta 官方推荐 Together AI - LlamaCoder @AIatMeta @togethercompute](https://x.com/shao__meng/status/1836556061383496000) +- [30条"过来人"的人生智慧](https://x.com/didengshengwu/status/1836581565251653974) +- [人生22大忌讳](https://x.com/didengshengwu/status/1836383055277363710) +- [Google DeepMind 研究科学家 @agarwl_ 分享的 50+ 页的 PPT 《使用 RL 和验证器改进 LLM 推理》也太好了🔥](https://x.com/tuturetom/status/1836449582747939260) +- [Welcome to the party of Qwen2.5 foundation models! This time, we have the biggest release ever in the history of Qwen.](https://x.com/Alibaba_Qwen/status/1836449414220779584) +- ["操纵心理学"的七种常见技巧及应对策略](https://x.com/0427SMtieshou/status/1836200967773225307) +- [能量高的人通常都是柔软的](https://github.com/user-attachments/assets/7945a445-cc20-4141-a643-caecd63ecd2f) +- [275+ 插画,12+ 章节,吴恩达力荐!⚡️完美呈现 LLM 工业级应用,提供完整可运行的代码和 Paper 引用🤯🤯,这本 《实践大语言模型》也太好了🔥](https://x.com/tuturetom/status/1835880356475724141) +- [书籍+代码:动手实践 LLM ](https://x.com/shao__meng/status/1835836908360093970) +- [Chain of Thought (CoT) enables transformers to execute serial computations, expanding their problem-solving capabilities beyond parallel-only limitations.](https://x.com/rohanpaul_ai/status/1835868073666207863) +- [40岁来临前,要懂得人性的12铁律](https://x.com/didengshengwu/status/1836245252145057977) +- [到底选择什么方式挣钱?各种方式的本质核心是什么?有什么优劣?哪种更适合自己?信息爆炸,我们看了太多无用的东西。简简单单一张图,看一下,是不是让你豁然开朗?](https://x.com/0427SMtieshou/status/1836925744334635385) +- [OpenAI CEO @sama 宣布自家 AI 目前已经达到 Goal 3,即:⚡️🤯🤯](https://x.com/tuturetom/status/1836225295755677737) +- [Multimodal RAG over Product Manuals 📖🎨](https://x.com/llama_index/status/1835813824005583313) +- [破解了,现在 o1 两个版本的系统提示词极其简单: You are ChatGPT, a large language model trained by OpenAI, based on the GPT-4 architecture. Knowledge cutoff: 2023-10 Current date: 2024-09-17](https://x.com/dotey/status/1836130348247454018) +- [Hey, Qwen2.5-72B-Instruct is now on LMSys Chatbot Arena, @lmsysorg](https://x.com/Alibaba_Qwen/status/1836063387085934909) +- [A cool Github repo collecting LLM papers, blogs, and projects, with a focus on OpenAI o1 and reasoning techniques.](https://x.com/rohanpaul_ai/status/1835471217014255941) + +::: + +[最近大厂推出的Prompt Cache到底是个啥](https://mp.weixin.qq.com/s/haFTftqsmiD7_bnXpAhWrA) + +[现代LLM基本技术整理](https://mp.weixin.qq.com/s/d1EDexcu7I57km-Fz5uzHA) + +[实现一个简洁的代码模型评测框架(以Qwen2.5-coder 评测Humaneval为例)](https://mp.weixin.qq.com/s/pvtrtVrjrl27Ilugf3VwkQ) + +[首个Mamba+Transformer混合架构多模态大模型来了,实现单卡千图推理](https://mp.weixin.qq.com/s/ipfx6qaxeQlkILEVACabvA) + +[OpenAI前研究者发布提示词工程框架ell,升级版LangChain,支持版本控制和多模态](https://mp.weixin.qq.com/s/LaNbu4bVrWLG3ueopFTj5g) + +[SGLang v0.3发布!并向你发来一封邀请函](https://mp.weixin.qq.com/s/_yTe8qzTMVD3yHC8uGLQOQ) + +[OpenAI o1的合成数据与推理搜索是怎么实现的](https://mp.weixin.qq.com/s/tV6YSLsREhGgWBT_GN2iCg) + +[o1带火的CoT到底行不行?新论文引发了论战](https://mp.weixin.qq.com/s/_v15-UYpv300XIlhQ-54Vg) + +[社区供稿 | Reader-LM: 将原始 HTML 转换为干净 Markdown 的小型语言模型](https://mp.weixin.qq.com/s/1run-59DhhyvsZnR7fQF5A) + +[Anthropic分享RAG最佳实践:Contextual Retrieval!](https://mp.weixin.qq.com/s/LEtk3iFgSsfbKuD7HhRRew) + +[大模型Agent,如何利用历史经验自我进化](https://mp.weixin.qq.com/s/0UJdTK9MSQjXNIC78oZZgQ) + +[Agent+RAG+大纲驱动,AI创作新风暴](https://mp.weixin.qq.com/s/qvAG_wy8lFjbmrxOlTve7g) + +[CoT能让模型推理能力无上限?田渊栋、LeCun下场反对:两层MLP还能模拟全世界呢](https://mp.weixin.qq.com/s/wi1jvQg47O078Xk83UpYmA) + +[Seed-Music 音乐大模型正式发布!生成编辑两开花,十种创作任务,满足多样化需求](https://mp.weixin.qq.com/s/jNtNIbN0VCLVi9JN8UisNA) + +[TC-RAG: 图灵完备的检索增强](https://mp.weixin.qq.com/s/K7DFiVAocR1nTCSqMxOuEA) + +[Jina又开源向量V3,8K长度,卷疯了!](https://mp.weixin.qq.com/s/i7jradq7Xg3Dl1KA_NICpQ) + +[Qwen2.5系列模型开源,你值得拥有!!!](https://mp.weixin.qq.com/s/icamjnmSy6Mq-SMd1LxEfQ) + +[Qwen2.5 全链路模型体验、下载、推理、微调、部署实战!](https://mp.weixin.qq.com/s/Gn8kV04e_Y_BmXdxSMBiSQ) + +[Qwen2.5系列开源来袭! 冲!](https://mp.weixin.qq.com/s/k6ao152XYL1J3PpcezXZ4Q) + +[g1:基于 Llama,用提示工程实现类似 o1 的深度推理](https://mp.weixin.qq.com/s/22ImXInUkGJiE3VvJ3BEQA) + +🌟 [30 天 52% 回报:GPT-4o 量化交易机器人](https://mp.weixin.qq.com/s/nRSTqguLVK7qTcLUg5Lv8w) + +🌟 [开源!我用Qwen2VL实现了一个多模态RAG](https://mp.weixin.qq.com/s/Ks33a1nytFfQ32mGbNob6g) + +[一个包含15种大模型Agent技巧的项目开源](https://mp.weixin.qq.com/s/_0-xyd7zX1W5tlaGAdT_PA) + +[DsRAG:新开源的高级RAG分块技巧!](https://mp.weixin.qq.com/s/QUM_PTGFtbJkyl9pqjmLdA) + +[OpenAI o1的开源平替版self-replay RL来了!](https://mp.weixin.qq.com/s/KlLU3eHsFn0qo0N8nmqK9g) + +[HippoRAG:模拟大脑记忆思索机制的 RAG](https://mp.weixin.qq.com/s/LKVMAZmXeEbyklsIZGjqqQ) + +[SGLang:地表最强LLM推理引擎安装经验分享,以及为何频繁掉卡](https://mp.weixin.qq.com/s/EAwz6-6JzZa77RzYobyMTw) + +[微软Azure AI检索分享:通过混合检索和语义重排超越向量搜索](https://mp.weixin.qq.com/s/quuvzTw40VDuno9JxJKpjw) + +[人人都能看懂的DPO数学原理](https://mp.weixin.qq.com/s/WjVZ3I5zytpf5md53KKuog) + +[简单图解一下线性注意力机制](https://mp.weixin.qq.com/s/7P-kwV9yaOsbsC2OZaJL1w) + +[OpenAI o1背后的技术:LLM的快思考与慢思考路线之MCTS](https://mp.weixin.qq.com/s/XBZzCOB6Q0Y9IClmeAauDw) + +[技术上,如何复现 o1](https://mp.weixin.qq.com/s/An54ot8C8OQiywhysApfBQ) + +🌟 [RAG高级优化:一文看尽query的转换之路](https://mp.weixin.qq.com/s/UZV4ztL0j5k2qPV8U_wZVg) + +[别以为Cursor生成不了屎山代码,用PLANSEARCH给你更多计划,性能提升到77%| CursorAI最新](https://mp.weixin.qq.com/s/iQ_mOxFEJOJICwfDQTIu5w) + +[别吹了,OpenAI-o1绝没吹的那么神,用斯坦福的这条Prompt,一样实现说话之前先思考](https://mp.weixin.qq.com/s/os6pOy723hxA4I6Apw8-1g) + +[长文 | 探索基于RL的新LLM scaling范式](https://mp.weixin.qq.com/s/6XwrSiOjKAD9oXhmDx8_GA) + +## ⭐️ Go & 云原生 & Rust 相关 + +:::tip 技术资讯 + +- [Delve into data types and casting in Rust. Learn why they matter, see clear syntax examples, and follow my learning journey.](https://x.com/the_Rust_Dev/status/1837402636477243592) +- [Explore how to construct a simple Rust-based neural network from scratch. Start building, implement core components, and train on a dataset today.](https://x.com/the_Rust_Dev/status/1837333936797589927) +- [用自己的工具迁移数据,Apple Store 店员都看傻了,说明年可以推广一下这个 app 🤣](https://x.com/unixzii/status/1837376659932041338) + - 项目地址:https://github.com/unixzii/ibackupextractor +- [这个问题变更只有一行,但是查了我很久的时间,反复在 Go 和 Glibc 的源码中横跳。顺便还去复习了 Linker 的很多知识](https://www.manjusaka.blog/posts/2024/09/18/a-live-debug-ecapture-gh-604/) +- [Bare metal to production ready in mins; your own fly server on your VPS. #golang based](https://x.com/golangch/status/1836850979708244288) +- [Golang vs Ruby on pointers: understanding how data gets referenced can lead to cleaner code and efficient memory use. Dive into the details. ](https://x.com/TheGoDev/status/1836727188445384709) +- [A performance monitoring library for Go apps, offering real-time insights into service-level and function-level metrics #golang](https://x.com/golangch/status/1836626713070952613) +- [GORM multi-tenant applications, streamlining tenant management and model migrations. Abstracting multitenancy complexities through a unified, database-agnostic API compatible with GORM.](https://x.com/golangch/status/1836391702149353836) +- [Learn how to implement a simple RPC interface in Go using the net/rpc package. Understand the essentials of Remote Procedure Calls.](https://x.com/TheGoDev/status/1836569147817259378) +- [Discover the power of Go's empty struct. How does zero-sized data carry a purpose, and use it to save memory efficiently.](https://x.com/TheGoDev/status/1836437276210958721) +- [Dive into the difference between unbuffered and buffered channels in Go—from behavior nuances to effective usage scenarios!](https://x.com/TheGoDev/status/1836047708865372303) +- [“Interning in Go“ #golang](https://medium.com/google-cloud/interning-in-go-4319ea635002) +- [Dive into practical Golang logging tips: use Go's log package, explore third-party libraries, structured logging, and performance insights.](https://x.com/TheGoDev/status/1835685321888997766) +- [《13 年后,我如何用 Go 写 HTTP 服务》](https://grafana.com/blog/2024/02/09/how-i-write-http-services-in-go-after-13-years/) + +::: + +[GWS 项目的秘密武器:高性能 bytes.Buffer 池设计详解](https://mp.weixin.qq.com/s/rZ3Ec4ESZvV5-hipagvs_Q) + +[万字解析 golang netpoll 底层原理](https://mp.weixin.qq.com/s/_FTvpvLIWfYzgNhOJgKypA) + +[Go 入门指南:9.1. 标准库概述](https://mp.weixin.qq.com/s/4UInvgN9DjrTxF9GfuK8Kw) + +[htmx:Gopher走向全栈的完美搭档](https://mp.weixin.qq.com/s/081HOITO0_PQG3dsKfwBCw) + +[Go语言轻量级内存数据库,基于Redis哈希表!](https://mp.weixin.qq.com/s/AhAPas92lVrW46-3SrM8og) + +[Go 入门指南:9.2. regexp 包](https://mp.weixin.qq.com/s/UpVik6U2tO_xfFXj3u4uaw) + +[Golang Goroutine 切换的耗时分析](https://mp.weixin.qq.com/s/zNcbMVKe86Ay7jynN97JPw) + +[Go 入门指南:8.5. map 的排序](https://mp.weixin.qq.com/s/-hwRAKy5OEXWcNk6dF0pPQ) + +[Go 语言中的 JSON 库 V2 版本](https://mp.weixin.qq.com/s/NFF5Px7TaOhM3DNkPLD3fg) + +[Go unique包:突破字符串局限的通用值Interning技术实现](https://mp.weixin.qq.com/s/SiKFOZvaqz5Gwjl6OgbujQ) + +[构建由大型语言模型(LLM)驱动的 Go 应用程序](https://mp.weixin.qq.com/s/W5OpauBtdhsUu6AEqeP53w) + +[为什么Rust中的Mutex设计成如此这般](https://mp.weixin.qq.com/s/Pnj8w2YDV9biIDsSP95nkQ) + +[Go必知必会:测试--编写可靠代码的实践指南](https://mp.weixin.qq.com/s/wD8B8UUdB37y4mAYPnGbjA) + +[Go 入门指南:8.3. for-range 的配套用法](https://mp.weixin.qq.com/s/gsR-Qr7r6wwz7enckse2mA) + +[eBPF 开发实战 - 03 fentry/fexit入门](https://mp.weixin.qq.com/s/vjSzxRnK5iXj9X7CN3WUjA) + +[Rust 的错误处理真的完美吗](https://mp.weixin.qq.com/s/mhHJQnBW2-fdMneSWpnYLw) + +[Go必知必会:部署(下)通过Shell脚本一键部署Go项目到服务器](https://mp.weixin.qq.com/s/qNKP5DSjF3-UMSOvfY-msA) + +[Go 入门指南:8.2. 测试键值对是否存在及删除元素](https://mp.weixin.qq.com/s/FBNNOKDZ4ellF4hRFx24RQ) + +## 📒 后端相关 + +[MySQL核心之InnoDB Buffer Pool:图文透视](https://mp.weixin.qq.com/s/eFPmzgrirpbg60Kw85mp_g) + +[美团面试:binlog、redolog、undo log底层原理是啥?分别实现ACID哪个特性?(尼恩图解,史上最全)](https://mp.weixin.qq.com/s/p1eHHIVPetADdrWe__Hdbw) + +[快手二面: 千万级别数据的订单表,给订单状态加索引有用嘛](https://mp.weixin.qq.com/s/HBgtKmMCuC3hgdvHgcqIvA) + +[我司使用了两年的高效日志打印工具,非常好用!](https://mp.weixin.qq.com/s/xyOyI4PdwgH8mr-mhVzYIw) + +[快速基于 ClickHouse + Grafana 搭建可观测性解决方案 - 日志篇(ClickHouse 官方博客)](https://mp.weixin.qq.com/s/KMv4IbkctLJgqAJm6xWWvQ) + +[Binance 如何使用 Quickwit 构建 100PB 日志服务(Quickwit 博客)](https://mp.weixin.qq.com/s/ubfdwJ5c3G_LjblG50YUaw) + +## 📒 前端相关 + +[ChatGPT 从 Next.js 迁移到 Remix](https://mp.weixin.qq.com/s/pCP3wKoj3nb97sz6lZ_IdA) + +[Cursor 为什么这么牛逼,以每秒 1000 个 Token 的速度编辑文件](https://mp.weixin.qq.com/s/GdVeWbxwRVu6iSTvk6NOgw) diff --git a/blogs/2024/2024-09-22/maxresdefault.jpg b/blogs/2024/2024-09-22/maxresdefault.jpg new file mode 100644 index 0000000000..06f3d21635 Binary files /dev/null and b/blogs/2024/2024-09-22/maxresdefault.jpg differ