http://shenzjd.comhttp://shenzjd.com/posts/5760http://shenzjd.com/posts/5760Wed, 15 Jul 2026 19:06:22 GMT<div class="image-list-container image-list-odd"> <button type="button" class="image-preview-button image-preview-wrap" popovertarget="modal-5760-0" popovertargetaction="show" aria-label="Open image preview: 🟢 个人交易代理工具Vibe-Trading想给自己做的智能体加交易能力真的不用从头写，Vibe-Trading一行命令就能给智能体注入全流程交易能力，支持中英日韩阿等多语言适配，MIT开源协议随便改，Python开发，后端用FastAPI前端用React19，技术栈挺稳的，想做个人交易代理的直接上手就行"> <img src="/static/https://cdn5.telesco.pe/file/d63yObg7eOSdqsqVy9SkEBv4vLHg5k81bSdXLYcRIOgACNi_vJFv94p3FQUOLKDj3DN4QQB8AacgGE3d3U9HWvKjY-XG4u9jeCG6AiiVPtSBO1XMTMx9biMtp1ayDWJhUB45WK_Ch274BGkDblKGK1_rkMknU7wA11oCXjoTUyZhY2NwSZM6gEOLmPVZADObljO0JmnEUCjI7YudmEQi7DxADoMm9BWI04Rzb81FxCqMbFrYod7gXAwQnsGjph_gelRhKY_Sx61blBdfE0EHEU4jl4YTgZMnDIv6puYG6Wr6vkSThVHJQ5rQgi_EGx4iAGvcxen-ytlJgr9E1lL0eA.jpg" alt="🟢 个人交易代理工具Vibe-Trading想给自己做的智能体加交易能力真的不用从头写，Vibe-Trading一行命令就能给智能体注入全流程交易能力，支持中英日韩阿等多语言适配，MIT开源协议随便改，Python开发，后端用FastAPI前端用React19，技术栈挺稳的，想做个人交易代理的直接上手就行" width="453" height="397" loading="eager" /> </button> <div class="modal" id="modal-5760-0" popover="auto" aria-label="Image preview"> <button type="button" class="modal__backdrop" popovertarget="modal-5760-0" popovertargetaction="hide" aria-label="Close image preview"></button> <button type="button" class="modal__close" popovertarget="modal-5760-0" popovertargetaction="hide" aria-label="Close image preview">×</button> <div class="modal__surface"> </div> </div> <button type="button" class="image-preview-button image-preview-wrap" popovertarget="modal-5760-1" popovertargetaction="show" aria-label="Open image preview: 🟢 个人交易代理工具Vibe-Trading想给自己做的智能体加交易能力真的不用从头写，Vibe-Trading一行命令就能给智能体注入全流程交易能力，支持中英日韩阿等多语言适配，MIT开源协议随便改，Python开发，后端用FastAPI前端用React19，技术栈挺稳的，想做个人交易代理的直接上手就行"> <img src="/static/https://cdn5.telesco.pe/file/OzeyVJ-kZdHFPKGl35NQnG9EdOzelDpcVsHcDI1_kc72_msjDeRreYbHeUjs3VbTheWWoLI7iqCwYh6KzSsdGQg_Y1HyxEjImuRD0N0rwKJmV63RXjzF1IeXDHaFjxSct9COPmtja8dC4vadKdcHpMMMfM7xXUPLaf9tdez-QdH1EH303PTL0FgsNnNH35PgAdyjE5m2Na1ja4F1Le82mbFuQZTRHA5aaFVGsGfQXV_lZC6hFwlSsxSHWdwRk3YqSn3rXl4l0Ed59HwY-9xqpBcOSjD83J6QV2lnHehItb0kpMxONf8fYpAf6ggH3LNeN4-FhkSmWxgk6ZAQ5K0XLg.jpg" alt="🟢 个人交易代理工具Vibe-Trading想给自己做的智能体加交易能力真的不用从头写，Vibe-Trading一行命令就能给智能体注入全流程交易能力，支持中英日韩阿等多语言适配，MIT开源协议随便改，Python开发，后端用FastAPI前端用React19，技术栈挺稳的，想做个人交易代理的直接上手就行" width="225" height="205" loading="eager" /> </button> <div class="modal" id="modal-5760-1" popover="auto" aria-label="Image preview"> <button type="button" class="modal__backdrop" popovertarget="modal-5760-1" popovertargetaction="hide" aria-label="Close image preview"></button> <button type="button" class="modal__close" popovertarget="modal-5760-1" popovertargetaction="hide" aria-label="Close image preview">×</button> <div class="modal__surface"> </div> </div> <button type="button" class="image-preview-button image-preview-wrap" popovertarget="modal-5760-2" popovertargetaction="show" aria-label="Open image preview: 🟢 个人交易代理工具Vibe-Trading想给自己做的智能体加交易能力真的不用从头写，Vibe-Trading一行命令就能给智能体注入全流程交易能力，支持中英日韩阿等多语言适配，MIT开源协议随便改，Python开发，后端用FastAPI前端用React19，技术栈挺稳的，想做个人交易代理的直接上手就行"> <img src="/static/https://cdn5.telesco.pe/file/W5fYwwFFPYHeB9HTjiJVGxwTVMdj_RiD6XyABIzjidH1EkFpcxlpe5Gi-CoADPvyCYZZMwzXR-tnE8u0iBYLgfXx55ihpTZqLDDDh5kpBBVRDm7kzQw90GxnX71XOBmDb2pL4KleNGpmiq1TLY4-fXCt25VLEgXDGkxVSkfRWnat-uLXFygPKqnKmtyHc1pKkiNj7IBZhWVJfMeEl67F3EnfkWq9hO4Pbbh0-tS7Lgm9O6Hr4iM4Bu9oT5mmPZhCMGcsCSdc5-sDwaCCzGyVpnUY5iJG2uBuY7iTwW-lhhDE13ArsBdIfh4klrwSoDcG5BpYWXLIw-Q7kb0mWnJcjQ.jpg" alt="🟢 个人交易代理工具Vibe-Trading想给自己做的智能体加交易能力真的不用从头写，Vibe-Trading一行命令就能给智能体注入全流程交易能力，支持中英日韩阿等多语言适配，MIT开源协议随便改，Python开发，后端用FastAPI前端用React19，技术栈挺稳的，想做个人交易代理的直接上手就行" width="226" height="205" loading="eager" /> </button> <div class="modal" id="modal-5760-2" popover="auto" aria-label="Image preview"> <button type="button" class="modal__backdrop" popovertarget="modal-5760-2" popovertargetaction="hide" aria-label="Close image preview"></button> <button type="button" class="modal__close" popovertarget="modal-5760-2" popovertargetaction="hide" aria-label="Close image preview">×</button> <div class="modal__surface"> </div> </div> </div><div class="tgme_widget_message_text js-message_text"><i class="emoji"><b>🟢</b></i> <b>个人交易代理工具Vibe-Trading</b><br /><br />想给自己做的智能体加交易能力真的不用从头写，Vibe-Trading一行命令就能给智能体注入全流程交易能力，支持中英日韩阿等多语言适配，MIT开源协议随便改，Python开发，后端用FastAPI前端用React19，技术栈挺稳的，想做个人交易代理的直接上手就行。<br /><br /><a href="https://github.com/HKUDS/Vibe-Trading" target="_blank" rel="noopener" title="https://github.com/HKUDS/Vibe-Trading">https://github.com/HKUDS/Vibe-Trading</a><br /><a href="https://vibetrading.wiki/" target="_blank" rel="noopener" title="https://vibetrading.wiki">https://vibetrading.wiki</a><br /><br /><a href="/search/result?q=%23Vibe" title="#Vibe">#Vibe</a>-Trading <a href="/search/result?q=%23Python" title="#Python">#Python</a> <a href="/search/result?q=%23FastAPI" title="#FastAPI">#FastAPI</a> <a href="/search/result?q=%23React" title="#React">#React</a> <a href="/search/result?q=%23%E5%BC%80%E6%BA%90%E9%A1%B9%E7%9B%AE" title="#开源项目">#开源项目</a> <a href="/search/result?q=%23cli" title="#cli">#cli</a> <a href="/search/result?q=%23TGAgent" title="#TGAgent">#TGAgent</a></div>http://shenzjd.com/posts/5645http://shenzjd.com/posts/5645Sun, 28 Jun 2026 19:10:38 GMT<div class="image-list-container image-list-odd"> <button type="button" class="image-preview-button image-preview-wrap" popovertarget="modal-5645-0" popovertargetaction="show" aria-label="Open image preview: #Vibe-Trading #Python #FastAPI #React #AI交易 #TGAgent最近挖到的HKUDS开源的Vibe-Trading真的挺有意思，README里直接说它是你的个人交易代理，一条命令就能给智能体补全全链路交易能力，技术栈用Python、FastAPI搭后端加React做前端，还做了多语言适配，不管是搞个人量化交易还是给AI Agent加交易功能都能直接用"> <img src="/static/https://cdn5.telesco.pe/file/A3lQ-GQBNDw904PAbFGswqt72p5WaGmLtvcLFz5jmHRo2tQoOQPr7k7udWiY4Ona-KT9uGFGlKYee8UyzsLp0PWJ6hTZ27-v6WH9ihW_KvYbcQ2BI_bLS6ZArP5Je0FzdMedOvq77qTER7ockA3o4qjO0E5pxHm2J9ArU1nB-ktQL92lmaVuV2ZCndLVjK_dWuYRlInsgoKYwyZdQDlcde6rcmJGEbYBRGum_0gsXwNZVzbIiPx3o3qfTvNAQvXrQQ88kX6tkm5PoH085Hw8B9zN_LBhgnFF_6zv_HTxJAk2p94c2gG7OvKaMDInjGSyH1-qZA-c6MPHUlpIujBevg.jpg" alt="#Vibe-Trading #Python #FastAPI #React #AI交易 #TGAgent最近挖到的HKUDS开源的Vibe-Trading真的挺有意思，README里直接说它是你的个人交易代理，一条命令就能给智能体补全全链路交易能力，技术栈用Python、FastAPI搭后端加React做前端，还做了多语言适配，不管是搞个人量化交易还是给AI Agent加交易功能都能直接用" width="453" height="397" loading="eager" /> </button> <div class="modal" id="modal-5645-0" popover="auto" aria-label="Image preview"> <button type="button" class="modal__backdrop" popovertarget="modal-5645-0" popovertargetaction="hide" aria-label="Close image preview"></button> <button type="button" class="modal__close" popovertarget="modal-5645-0" popovertargetaction="hide" aria-label="Close image preview">×</button> <div class="modal__surface"> </div> </div> <button type="button" class="image-preview-button image-preview-wrap" popovertarget="modal-5645-1" popovertargetaction="show" aria-label="Open image preview: #Vibe-Trading #Python #FastAPI #React #AI交易 #TGAgent最近挖到的HKUDS开源的Vibe-Trading真的挺有意思，README里直接说它是你的个人交易代理，一条命令就能给智能体补全全链路交易能力，技术栈用Python、FastAPI搭后端加React做前端，还做了多语言适配，不管是搞个人量化交易还是给AI Agent加交易功能都能直接用"> <img src="/static/https://cdn5.telesco.pe/file/jmihm1fJwOG5q94exDKBvuYtzHcSVo8v1J6OnxYTws-lJS19Pe9VS2Ng0isD5tMpf5Z7pJ7IxWyDs6IGT8-bKahXheKbdpw7qMetp2vdGlSg1JjoCXAx1IVUuJwgcogPhgWvQKaGyKzIlwiwMYwCqkDrirh7hydf9NGrYe5Hd5DvgpoNut4jVf2zk987lTU0Xwm-F734xRLV1HHeliA7Qn8rg8I7j5Uktzn7eaullnxhD55jhNPa8SKCJ4IbXc5wfM9xjwvxQkyw2Le55w1Jv3F3iwPiwePjRAs_0qSbDXV1rvjQe90-WCa68Ms1bHJq0jFuj5lvsj7-yNihX2QsGQ.jpg" alt="#Vibe-Trading #Python #FastAPI #React #AI交易 #TGAgent最近挖到的HKUDS开源的Vibe-Trading真的挺有意思，README里直接说它是你的个人交易代理，一条命令就能给智能体补全全链路交易能力，技术栈用Python、FastAPI搭后端加React做前端，还做了多语言适配，不管是搞个人量化交易还是给AI Agent加交易功能都能直接用" width="225" height="205" loading="eager" /> </button> <div class="modal" id="modal-5645-1" popover="auto" aria-label="Image preview"> <button type="button" class="modal__backdrop" popovertarget="modal-5645-1" popovertargetaction="hide" aria-label="Close image preview"></button> <button type="button" class="modal__close" popovertarget="modal-5645-1" popovertargetaction="hide" aria-label="Close image preview">×</button> <div class="modal__surface"> </div> </div> <button type="button" class="image-preview-button image-preview-wrap" popovertarget="modal-5645-2" popovertargetaction="show" aria-label="Open image preview: #Vibe-Trading #Python #FastAPI #React #AI交易 #TGAgent最近挖到的HKUDS开源的Vibe-Trading真的挺有意思，README里直接说它是你的个人交易代理，一条命令就能给智能体补全全链路交易能力，技术栈用Python、FastAPI搭后端加React做前端，还做了多语言适配，不管是搞个人量化交易还是给AI Agent加交易功能都能直接用"> <img src="/static/https://cdn5.telesco.pe/file/rzefWi5cGDqq2lgKIp4A-0CBHCBFKTxy1Q_wtDQOLPEsPoMi5KFdT52bdb8BWuuc0bJtNGGOW0CCBEj0X782M3AkfZNyuVGVW_D24ptSIZcZ5UungIsuBKmrLqr6c2KWkLWhJshJb0qjQIndnqEZLEL7fkTqxQAKP-e4y_pTaBVxkLAQwowLQ6nqck6gTx9iU1qElOuVwA4BpTzElsALi4W9sof_ebGMe2my6AalQZWUdR7zZntdK2ODLurxb7xVK72P6oacv5WH53sWra_DWbMr7rZRol3ODTIPdQyUFqA8gdE2qy0rDfDE_S2BFxOduKgeYDE2PPKAE3djwnX9kA.jpg" alt="#Vibe-Trading #Python #FastAPI #React #AI交易 #TGAgent最近挖到的HKUDS开源的Vibe-Trading真的挺有意思，README里直接说它是你的个人交易代理，一条命令就能给智能体补全全链路交易能力，技术栈用Python、FastAPI搭后端加React做前端，还做了多语言适配，不管是搞个人量化交易还是给AI Agent加交易功能都能直接用" width="226" height="205" loading="eager" /> </button> <div class="modal" id="modal-5645-2" popover="auto" aria-label="Image preview"> <button type="button" class="modal__backdrop" popovertarget="modal-5645-2" popovertargetaction="hide" aria-label="Close image preview"></button> <button type="button" class="modal__close" popovertarget="modal-5645-2" popovertargetaction="hide" aria-label="Close image preview">×</button> <div class="modal__surface"> </div> </div> </div><div class="tgme_widget_message_text js-message_text"><a href="/search/result?q=%23Vibe" title="#Vibe">#Vibe</a>-Trading <a href="/search/result?q=%23Python" title="#Python">#Python</a> <a href="/search/result?q=%23FastAPI" title="#FastAPI">#FastAPI</a> <a href="/search/result?q=%23React" title="#React">#React</a> <a href="/search/result?q=%23AI%E4%BA%A4%E6%98%93" title="#AI交易">#AI交易</a> <a href="/search/result?q=%23TGAgent" title="#TGAgent">#TGAgent</a><br /><br />最近挖到的HKUDS开源的Vibe-Trading真的挺有意思，README里直接说它是你的个人交易代理，一条命令就能给智能体补全全链路交易能力，技术栈用Python、FastAPI搭后端加React做前端，还做了多语言适配，不管是搞个人量化交易还是给AI Agent加交易功能都能直接用。<br /><br /><a href="https://github.com/HKUDS/Vibe-Trading" target="_blank" rel="noopener" title="https://github.com/HKUDS/Vibe-Trading">https://github.com/HKUDS/Vibe-Trading</a><br /><a href="https://vibetrading.wiki/" target="_blank" rel="noopener" title="https://vibetrading.wiki">https://vibetrading.wiki</a><br /><br /><i class="emoji"><b>📡</b></i> 来源：<a href="https://t.me/shenzjd_com" target="_blank" title="@shenzjd_com">@shenzjd_com</a></div>http://shenzjd.com/posts/5275http://shenzjd.com/posts/5275Wed, 03 Jun 2026 06:05:50 GMT<div class="image-list-container image-list-odd"> <button type="button" class="image-preview-button image-preview-wrap" popovertarget="modal-5275-0" popovertargetaction="show" aria-label="Open image preview: #production #Python #FastAPI #OpenSearch #TGAgent该项目是一个面向学习者的 RAG 系统实战项目，指导开发者从零构建一个能自动获取、理解并回答 arXiv 学术论文问题的研究助手"> <img src="/static/https://cdn5.telesco.pe/file/CZrCMoRqDTCSwh07Y_DziKyeSBsfrxW4gZaHlj-Dhtpw077XrOUx-fSFkzxa0rjcxKyuVmuxiSiS4sKYzRinoX6ymUNMQFvn2NPVVLlig8XmoUE7pJSNF0eWJ2ytzp2cPkDO-VOOWuLC5E1P4MeAUmMU3nLqxMUHb92e-hNceImbt6dI6Gm_AdnTL1Irep4h_vdYEupISedkaLLKVnDN2iK8wWJ0IW42jSlQSha9nISL9aioc5S4ASPmyP1aQS7HDTv_HwQlXAftjTVOXWnk1b4LnoB6cyK1G5Xmj7Nke_i9Ce66hQbtZj5x8mjZU8hqx3cqHVWIOBy3ycEfqVKFgQ.jpg" alt="#production #Python #FastAPI #OpenSearch #TGAgent该项目是一个面向学习者的 RAG 系统实战项目，指导开发者从零构建一个能自动获取、理解并回答 arXiv 学术论文问题的研究助手" width="453" height="397" loading="eager" /> </button> <div class="modal" id="modal-5275-0" popover="auto" aria-label="Image preview"> <button type="button" class="modal__backdrop" popovertarget="modal-5275-0" popovertargetaction="hide" aria-label="Close image preview"></button> <button type="button" class="modal__close" popovertarget="modal-5275-0" popovertargetaction="hide" aria-label="Close image preview">×</button> <div class="modal__surface"> </div> </div> <button type="button" class="image-preview-button image-preview-wrap" popovertarget="modal-5275-1" popovertargetaction="show" aria-label="Open image preview: #production #Python #FastAPI #OpenSearch #TGAgent该项目是一个面向学习者的 RAG 系统实战项目，指导开发者从零构建一个能自动获取、理解并回答 arXiv 学术论文问题的研究助手"> <img src="/static/https://cdn5.telesco.pe/file/Tt4PTwOKxBzkonPOIe2UsZ8I9541zYf_lH4t1dbaA7_dLfQu86PTfAFSlbk1eGBG_MIjwvVqUMDw9pfeVBWq_xEBcBNvhnYw6h9BInXNkCa-7rwnLvL_cblr7uIGrWx8X3Qoil_3PN9CuzIZYFv2RMKJ16Oa4qmyHsCMIBsyN5SlDWAJDa9VTWoazAN7poFlNX1w-hTUqRQUVUCVK8_HcR5pwF47xmBXrFveA0Or7JY7ojEdIpIUtuHOwic7AeJDqsZze7K8Je5Vk2s85L2TfqcmL4XqEC0Ng1Z6DAXOpYD9wa7ZqiWeZq7K8zXyHEE2sbwZO_VIUmuTpUW3K3IZJQ.jpg" alt="#production #Python #FastAPI #OpenSearch #TGAgent该项目是一个面向学习者的 RAG 系统实战项目，指导开发者从零构建一个能自动获取、理解并回答 arXiv 学术论文问题的研究助手" width="225" height="177" loading="eager" /> </button> <div class="modal" id="modal-5275-1" popover="auto" aria-label="Image preview"> <button type="button" class="modal__backdrop" popovertarget="modal-5275-1" popovertargetaction="hide" aria-label="Close image preview"></button> <button type="button" class="modal__close" popovertarget="modal-5275-1" popovertargetaction="hide" aria-label="Close image preview">×</button> <div class="modal__surface"> </div> </div> <button type="button" class="image-preview-button image-preview-wrap" popovertarget="modal-5275-2" popovertargetaction="show" aria-label="Open image preview: #production #Python #FastAPI #OpenSearch #TGAgent该项目是一个面向学习者的 RAG 系统实战项目，指导开发者从零构建一个能自动获取、理解并回答 arXiv 学术论文问题的研究助手"> <img src="/static/https://cdn5.telesco.pe/file/rtc1a8wNMjZ4FbbBIlie2-F_4hMXXavXGfBZjK_YjXpK5g3Q6j9ZrdzxrkNtpktVMlbIaF5y-ARPpkOSpqPNIYrFY5vmH4fooASI-f94Bz96WGLSymjhXCrrIa6qi3cTHmTywMifsWKGyGQ3Yb5cIp0s6J7rrNYnxtzJlNf3L_xSb5tvSA31Fu72LJ2fz8Un77_htAUHHtmNLn5cN5I6WbJmrUyUTeLUZrnpKncq0lmfTPR-GzBfseeZUdjW_jZpsbOD3NLF2LsAb7ZY6jEgInna4DXB2_kb2yfjkngsLwAkwKjPGyV5_hAvFgs5q7Fj9nFoXrN9wAzk0JteGQR5UA.jpg" alt="#production #Python #FastAPI #OpenSearch #TGAgent该项目是一个面向学习者的 RAG 系统实战项目，指导开发者从零构建一个能自动获取、理解并回答 arXiv 学术论文问题的研究助手" width="226" height="177" loading="eager" /> </button> <div class="modal" id="modal-5275-2" popover="auto" aria-label="Image preview"> <button type="button" class="modal__backdrop" popovertarget="modal-5275-2" popovertargetaction="hide" aria-label="Close image preview"></button> <button type="button" class="modal__close" popovertarget="modal-5275-2" popovertargetaction="hide" aria-label="Close image preview">×</button> <div class="modal__surface"> </div> </div> </div><div class="tgme_widget_message_text js-message_text"><a href="/search/result?q=%23production" title="#production">#production</a> <a href="/search/result?q=%23Python" title="#Python">#Python</a> <a href="/search/result?q=%23FastAPI" title="#FastAPI">#FastAPI</a> <a href="/search/result?q=%23OpenSearch" title="#OpenSearch">#OpenSearch</a> <a href="/search/result?q=%23TGAgent" title="#TGAgent">#TGAgent</a><br /><br />该项目是一个面向学习者的 RAG 系统实战项目，指导开发者从零构建一个能自动获取、理解并回答 arXiv 学术论文问题的研究助手。项目基于 Python、<mark class="highlight">FastAPI</mark>、OpenSearch 和 Docker 构建，重点教授先掌握关键词搜索基础、再结合向量检索的企业级混合检索最佳实践。通过按周递进的架构设计，帮助开发者深入掌握生产级 RAG 系统的核心工程能力。<br /><br /><a href="https://github.com/jamwithai/production-agentic-rag-course" target="_blank" rel="noopener" title="https://github.com/jamwithai/production-agentic-rag-course">https://github.com/jamwithai/production-agentic-rag-course</a><br /><br /><i class="emoji"><b>📡</b></i> 来源：<a href="https://t.me/shenzjd_com" target="_blank" title="@shenzjd_com">@shenzjd_com</a></div>