讯享网

                <p class="f_center"><img src="https://nimg.ws.126.net/?url=http%3A%2F%2Fdingyue.ws.126.net%2F2024%2F0913%2F8f7334ffj00sjqyjf0057d200u000k0g00hd00bk.jpg&thumbnail=660x2147483647&quality=80&type=jpg"/><br/></p><p id="30VBT8O9">本博客包含了一份详细而全面的备忘单，涵盖了与 GenAI 相关的不同方面和主题。</p><p id="30VBT8OA">原文链接：https://medium.com/@anushka.datascoop/101-gen-ai-cheat-sheets-831e17f1e6a7，作者为Anushka Bajpai。<br/></p><p><br/><strong>1. 基础模型及其各自的云提供商和 API</strong></p><p class="f_center"><img src="https://nimg.ws.126.net/?url=http%3A%2F%2Fdingyue.ws.126.net%2F2024%2F0913%2F3a086d3fj00sjqyjg003gd200u000uog00hr00i5.jpg&thumbnail=660x2147483647&quality=80&type=jpg"/><br/></p><p>来源：https://www.linkedin.com/feed/update/urn:li:activity:7158338178037252096/？updateEntityUrn=urn%3Ali%3Afs_feedUpdate%3A%28V2%2Curn%3Ali%3Aactivity%3A7158338178037252096%29<br/></p><p class="f_center"><img src="https://nimg.ws.126.net/?url=http%3A%2F%2Fdingyue.ws.126.net%2F2024%2F0913%2F4ac5eddfj00sjqyjh005bd200u0011ig00hr00m6.jpg&thumbnail=660x2147483647&quality=80&type=jpg"/><br/></p><p class="f_center"><img src="https://nimg.ws.126.net/?url=http%3A%2F%2Fdingyue.ws.126.net%2F2024%2F0913%2Ff1dc9b05j00sjqyjh0025d200k000o5g00hr00lf.jpg&thumbnail=660x2147483647&quality=80&type=jpg"/><br/></p><p class="f_center"><img src="https://nimg.ws.126.net/?url=http%3A%2F%2Fdingyue.ws.126.net%2F2024%2F0913%2F7d1384efj00sjqyjj003ad200m800oyg00hr00jx.jpg&thumbnail=660x2147483647&quality=80&type=jpg"/><br/></p><p>来源：https://www.linkedin.com/groups/3990648/?q=highlightedFeedForGroups&amp;highlightedUpdateUrn=urn%3Ali%3AugcPost%3A7187824630445805568</p><p class="f_center"><img src="https://nimg.ws.126.net/?url=http%3A%2F%2Fdingyue.ws.126.net%2F2024%2F0913%2F2a8bbe6aj00sjqyjl00b3d200u000n6g00hr00dp.jpg&thumbnail=660x2147483647&quality=80&type=jpg"/><br/></p><p><br/><strong>2. 大语言模型</strong></p><p class="f_center"><img src="https://nimg.ws.126.net/?url=http%3A%2F%2Fdingyue.ws.126.net%2F2024%2F0913%2Fc54edcdej00sjqyjm00d1d200u000n6g00hr00dp.jpg&thumbnail=660x2147483647&quality=80&type=jpg"/><br/></p><p class="f_center"><img src="https://nimg.ws.126.net/?url=http%3A%2F%2Fdingyue.ws.126.net%2F2024%2F0913%2Fab122ec4j00sjqyjo009rd200u000n6g00hr00dp.jpg&thumbnail=660x2147483647&quality=80&type=jpg"/><br/></p><p>来源：https://raw.githubusercontent.com/ashishpatel26/CheatSheet-LLM/main/Images/Slide3.PNG<br/><strong>3. CHATGPT 和 Prompt Engineering</strong></p><p class="f_center"><img src="https://nimg.ws.126.net/?url=http%3A%2F%2Fdingyue.ws.126.net%2F2024%2F0913%2F8ddca0a2j00sjqyjo005id200u0011ig00hr00m6.jpg&thumbnail=660x2147483647&quality=80&type=jpg"/><br/></p><p class="f_center"><img src="https://nimg.ws.126.net/?url=http%3A%2F%2Fdingyue.ws.126.net%2F2024%2F0913%2F34aa1a4cj00sjqyjo005vd200u000tyg00hr00hp.jpg&thumbnail=660x2147483647&quality=80&type=jpg"/><br/></p><p>来源：https://www.linkedin.com/groups/3990648/?q=highlightedFeedForGroups&amp;highlightedUpdateUrn=urn%3Ali%3AugcPost%3A7187824630445805568<br/></p><p class="f_center"><img src="https://nimg.ws.126.net/?url=http%3A%2F%2Fdingyue.ws.126.net%2F2024%2F0913%2Ffa0812aaj00sjqyjq00fcd200u000u0g00hr00hr.jpg&thumbnail=660x2147483647&quality=80&type=jpg"/><br/></p><p>来源：https://www.reddit.com/media?url=https%3A%2F%2Fpreview.redd.it%2Fthe-complete-chatgpt-cheatsheet-v0-ydhr03od285b1.png%3Fwidth%3D3000%26format%3Dpng%26auto%3Dwebp%26s%3D0a1b3f2564933897bd6d9a2654c7a21603579106<br/></p><p class="f_center"><img src="https://nimg.ws.126.net/?url=http%3A%2F%2Fdingyue.ws.126.net%2F2024%2F0913%2Fe7d732daj00sjqyjr004dd200m800vfg00hr00p3.jpg&thumbnail=660x2147483647&quality=80&type=jpg"/><br/></p><p>来源：https://www.linkedin.com/posts/dhruvavijay_llm-cheat-sheet-a-number-of-points-to-use-activity-7118429964718252032-0OFo/<br/></p><p class="f_center"><img src="https://nimg.ws.126.net/?url=http%3A%2F%2Fdingyue.ws.126.net%2F2024%2F0913%2F33418b79j00sjqyjs00dsd200hs00rcg00hr00ra.jpg&thumbnail=660x2147483647&quality=80&type=jpg"/><br/></p><p>来源：https://www.reddit.com/r/ChatGPT/comments/14ccjcw/chatgpt_prompting_cheat_sheet/?rdt=52715<br/></p><p class="f_center"><img src="https://nimg.ws.126.net/?url=http%3A%2F%2Fdingyue.ws.126.net%2F2024%2F0913%2F5815c0dej00sjqyjt003cd200k000qog00hr00no.jpg&thumbnail=660x2147483647&quality=80&type=jpg"/><br/></p><p>来源：https://blog.finxter.com/free-chatgpt-prompting-cheat-sheet-pdf/<br/></p><p class="f_center"><img src="https://nimg.ws.126.net/?url=http%3A%2F%2Fdingyue.ws.126.net%2F2024%2F0913%2F3660e149j00sjqyjt007xd200u0015dg00hr00og.jpg&thumbnail=660x2147483647&quality=80&type=jpg"/><br/></p><p>来源：https://www.linkedin.com/in/zainkahn/?trk=public_post_reshare_feed-actor-name&amp;originalSubdomain=ca<br/></p><p class="f_center"><img src="https://nimg.ws.126.net/?url=http%3A%2F%2Fdingyue.ws.126.net%2F2024%2F0913%2F2ed8bcfbj00sjqyjw00vgd200u001chg00hr00so.jpg&thumbnail=660x2147483647&quality=80&type=jpg"/><br/></p><p>来源（图片来源：Maximilian Vogel）<br/><strong>4. LLM 条款</strong></p><p class="f_center"><img src="https://nimg.ws.126.net/?url=http%3A%2F%2Fdingyue.ws.126.net%2F2024%2F0913%2F3ba247f7j00sjqyjz00ekd200u000gwg00hr009z.jpg&thumbnail=660x2147483647&quality=80&type=jpg"/><br/></p><p class="f_center"><img src="https://nimg.ws.126.net/?url=http%3A%2F%2Fdingyue.ws.126.net%2F2024%2F0913%2F0c19f1c4j00sjqyk0009ed200u000glg00hr009t.jpg&thumbnail=660x2147483647&quality=80&type=jpg"/><br/></p><p>来源：https://www.kdnuggets.com/2023/06/10-chatgpt-plugins-data-science-cheat-sheet.html<br/></p><p class="f_center"><img src="https://nimg.ws.126.net/?url=http%3A%2F%2Fdingyue.ws.126.net%2F2024%2F0913%2Fc453273cj00sjqyk00023d200m800j6g00hr00fb.jpg&thumbnail=660x2147483647&quality=80&type=jpg"/><br/></p><p>来源：https://www.linkedin.com/groups/3990648/?q=highlightedFeedForGroups&amp;highlightedUpdateUrn=urn%3Ali%3AugcPost%3A7187824630445805568<br/><strong>5.提示工程</strong><img src="https://nimg.ws.126.net/?url=http%3A%2F%2Fdingyue.ws.126.net%2F2024%2F0913%2Fc82cdd8aj00sjqyk1002nd200u000myg00hr00dk.jpg&thumbnail=660x2147483647&quality=80&type=jpg"/></p><p>来源：https://www.linkedin.com/feed/update/urn:li:activity:7155439041969086465/?updateEntityUrn=urn%3Ali%3Afs_feedUpdate%3A%28V2%2Curn%3Ali%3Aactivity%3A7155439041969086465%29<br/><strong>6. RAG — 检索增强生成</strong></p><p class="f_center"><img src="https://nimg.ws.126.net/?url=http%3A%2F%2Fdingyue.ws.126.net%2F2024%2F0913%2F0a24bde2j00sjqyk1004qd200k000qrg00hr00nq.jpg&thumbnail=660x2147483647&quality=80&type=jpg"/><br/></p><p>来源：https://www.linkedin.com/posts/rupalipatil_ai-rag-generativeai-activity-7185380277530087424-ocJ_?utm_source=share&amp;utm_medium=member_android<br/></p><p class="f_center"><img src="https://nimg.ws.126.net/?url=http%3A%2F%2Fdingyue.ws.126.net%2F2024%2F0913%2F5b9ad105j00sjqyk2006ud200u0011ig00hr00m6.jpg&thumbnail=660x2147483647&quality=80&type=jpg"/><br/></p><p>来源：https://x.com/SteveNouri/status/1759532782714589550/photo/1<br/></p><p class="f_center"><img src="https://nimg.ws.126.net/?url=http%3A%2F%2Fdingyue.ws.126.net%2F2024%2F0913%2Fd97d7333j00sjqyk30045d200u000pvg00hr00fa.jpg&thumbnail=660x2147483647&quality=80&type=jpg"/><br/></p><p class="f_center"><img src="https://nimg.ws.126.net/?url=http%3A%2F%2Fdingyue.ws.126.net%2F2024%2F0913%2Ff2e2134fj00sjqyk3005zd200u001e9g00hr00tq.jpg&thumbnail=660x2147483647&quality=80&type=jpg"/><br/></p><p class="f_center"><img src="https://nimg.ws.126.net/?url=http%3A%2F%2Fdingyue.ws.126.net%2F2024%2F0913%2F8ef52eb7j00sjqyk900ted200u00149g00hr00nt.jpg&thumbnail=660x2147483647&quality=80&type=jpg"/><br/></p><p>来源：https://www.llamaindex.ai/blog/a-cheat-sheet-and-some-recipes-for-building-advanced-rag-803a9d94c41b<br/></p><p class="f_center"><img src="http://dingyue.ws.126.net/2024/0913/85704b83g00sjqyka00ard200hs00i0g00hr00hy.gif"/><br/></p><p><br/>来源：https://www.linkedin.com/groups/3990648/?q=highlightedFeedForGroups&amp;highlightedUpdateUrn=urn%3Ali%3AugcPost%3A7187824630445805568<br/></p><p class="f_center"><img src="https://nimg.ws.126.net/?url=http%3A%2F%2Fdingyue.ws.126.net%2F2024%2F0913%2F6d035ca9j00sjqykb008qd200jg00d8g00hr00c2.jpg&thumbnail=660x2147483647&quality=80&type=jpg"/><br/></p><p>来源：https://arxiv.org/pdf/2407.01219</p><p class="f_center"><img src="https://nimg.ws.126.net/?url=http%3A%2F%2Fdingyue.ws.126.net%2F2024%2F0913%2Fe25a3e37j00sjqykc00jgd200hs00l8g00hr00l6.jpg&thumbnail=660x2147483647&quality=80&type=jpg"/><br/></p><p>来源：https://www.linkedin.com/groups/3990648/?q=highlightedFeedForGroups&amp;highlightedUpdateUrn=urn%3Ali%3AugcPost%3A7187824630445805568<br/><strong>7. LangChain</strong></p><p class="f_center"><img src="https://nimg.ws.126.net/?url=http%3A%2F%2Fdingyue.ws.126.net%2F2024%2F0913%2Ff5a4f754j00sjqyke00a1d200u000glg00hr009t.jpg&thumbnail=660x2147483647&quality=80&type=jpg"/><br/></p><p>来源：https://www.kdnuggets.com/2023/08/langchain-cheat-sheet.html<br/></p><p class="f_center"><img src="https://nimg.ws.126.net/?url=http%3A%2F%2Fdingyue.ws.126.net%2F2024%2F0913%2F9a9a1635j00sjqykf0019d200m800ewg00hr00bw.jpg&thumbnail=660x2147483647&quality=80&type=jpg"/><br/></p><p>来源：https://raw.githubusercontent.com/IvanReznikov/DataVerse/main/Onepagers/images/langchain_onepager.png<br/></p><p class="f_center"><img src="https://nimg.ws.126.net/?url=http%3A%2F%2Fdingyue.ws.126.net%2F2024%2F0913%2F478df90aj00sjqyki00bdd200u000hdg00hr00a9.jpg&thumbnail=660x2147483647&quality=80&type=jpg"/><br/></p><p>来源：https://www.kdnuggets.com/2023/08/best-python-tools-generative-ai-cheat-sheet.html<br/><strong>其他值得探索的人工智能工具</strong></p><p><ul><li id="30VBT8TN"></p><p id="30VBT8QR">You.com</p><p></li><li id="30VBT8TO"></p><p id="30VBT8R0">Pi</p><p></li><li id="30VBT8TP"></p><p id="30VBT8R5">Perpexility Labs</p><p></li><li id="30VBT8TQ"></p><p id="30VBT8RA">Groq</p><p></li><li id="30VBT8TR"></p><p id="30VBT8RF">Groq Github</p><p></li><li id="30VBT8TS"></p><p id="30VBT8RK">Ollama</p><p></li><li id="30VBT8TT"></p><p id="30VBT8RP">ChatGPT for DevOps: Introducing Kubiya.ai</p><p></li><li id="30VBT8TU"></p><p id="30VBT8RU">My Collection</p><p></li></ul><br/></p><p id="30VBT8S2"><strong>Agents</strong></p><p><br/><ul><li id="30VBT8TV"></p><p id="30VBT8S6">Devika</p><p></li><li id="30VBT8U0"></p><p id="30VBT8SB">CrewAI</p><p></li><li id="30VBT8U1"></p><p id="30VBT8SG">Github crewai</p><p></li><li id="30VBT8U2"></p><p id="30VBT8SL">Autogen</p><p></li><li id="30VBT8U3"></p><p id="30VBT8SQ">PraisonAI</p><p></li><li id="30VBT8U4"></p><p id="30VBT8SV">GPT Engineer</p><p></li><li id="30VBT8U5"></p><p id="30VBT8T4">MetaGPT</p><p></li><li id="30VBT8U6"></p><p id="30VBT8T9">Suno V3</p><p></li></ul></p><p id="30VBT8TJ">|  |</p>