Iter-4360dd15-0023-transcript
第 23 轮执行轨迹
→ call search_memory({"limit":10,"query":"4360dd15 rapamycin 2024 systematic review 19 studies table 1"}) → call list_recent({"n":8})
→ call list_by_tag({"limit":10,"tag":"pinned focus"})
→ call list_tools({})
【tool:search_memory】
{"ok": true, "results": [{"title": "Iter-4360dd15-0010-transcript", "tags": "iteration transcript", "modified": "20260424175830000", "preview": "!! 第 10 轮执行轨迹
→ cal"}, {"title": "Iter-4360dd15-0011-transcript", "tags": "iteration transcript", "modified": "20260424180153000", "preview": "!! 第 11 轮执行轨迹 → call search_memory({\\\"limit\\"}, {"title": "Iter-4360dd15-0018-transcript", "tags": "iteration transcript", "modified": "20260424182058000", "preview": "!! 第 18 轮执行轨迹 【tool:list_recent】
{"ok": true, "items": [{"title": "Iter-4360dd15-0022-reflection", "modified": "20260424183147000", "tags": "iteration reflection"}, {"title": "NEXT_FOCUS", "modified": "20260424183147000", "tags": "pinned focus"}, {"title": "先绕开 403 再抽表", "modified": "20260424183147000", "tags": "lesson evidence-retrieval full-text paywall"}, {"title": "Iter-4360dd15-0022-transcript", "modified": "20260424183142000", "tags": "iteration transcript"}, {"title": "Error-20260425-022733", "modified": "20260424182733000", "tags": "error iteration"}, {"title": "Iter-4360dd15-0020-reflection", "modified": "20260424182646000", "tags": "iteration reflection"}, {"title": "先拿可访问全文入口", "modified": "20260424182646000", "tags": "lesson evidence-retrieval full-text paywall"}, {"title": "Iter-4360dd15-0020-transcript", "modified": "20260424182641000", "tags": "iteration transcript"}]}
【tool:list_by_tag】
{"ok": true, "items": []}
【tool:list_tools】
{"ok": true, "tools": [{"name": "search_memory", "description": "在 TiddlyWiki 长期记忆中按关键字搜索（支持中文空格分隔），返回标题、标签、预览。每轮迭代开始前应先调用以回忆。", "custom": false}, {"name": "read_note", "description": "读取某一条 tiddler 的完整正文。", "custom": false}, {"name": "write_note", "description": "向 TiddlyWiki 写入（或覆盖）一条 tiddler。这是 Sisyphus 的长期记忆入口——每轮至少写一条。建议标签：knowledge, experiment, reflection, plan, idea, fact, question, lesson。TiddlyWiki 标记：!! 小标题，''粗体''，斜体，其它tiddler。", "custom": false}, {"name": "list_recent", "description": "列出最近修改过的 tiddler。", "custom": false}, {"name": "list_by_tag", "description": "按标签列出相关 tiddler。", "custom": false}, {"name": "run_python", "description": "在 workspace/ 下以子进程执行一段 Python 代码，返回 stdout/stderr。用于计算、模拟、验证假设、抓取公开数据（禁止任何破坏性操作）。", "custom": false}, {"name": "read_file", "description": "读取 workspace/ 下的某个文件。", "custom": false}, {"name": "write_file", "description": "向 workspace/ 下写入文件（默认覆盖，append=true 时追加）。", "custom": false}, {"name": "list_files", "description": "列出 workspace/ 下的文件。", "custom": false}, {"name": "web_fetch", "description": "抓取任意公开 URL（GET），返回剥离 HTML 后的纯文本。适合读论文摘要、文档、博客、百科。", "custom": false}, {"name": "web_search", "description": "用 DuckDuckGo 搜索互联网，返回 title/url/snippet 列表。找入口、找链接、调研时用。", "custom": false}, {"name": "wiki_search", "description": "维基百科搜索：返回若干条目的摘要和 URL。lang 默认 en，可传 zh 等。", "custom": false}, {"name": "arxiv_search", "description": "arXiv 论文检索：标题/作者/摘要/链接。理论、数学、物理、CS、bio 类前沿论文的主入口。", "custom": false}, {"name": "pubmed_search", "descriptio
→ call read_note({"title":"NEXT_FOCUS"})
【tool:read_note】
{"ok": true, "title": "NEXT_FOCUS", "tags": "pinned focus", "text": "!! 下轮焦点（来自 mission 4360dd15 · Iter-0022）\n\n只解决一个问题：从可访问全文镜像拿到 Table 1 原文，并逐行提取 19 项研究名称与主要终点。"}
→ call web_search({"limit":8,"query":"Lancet Healthy Longevity rapamycin 2024 systematic review 19 studies Table 1 full text"})
→ call pubmed_search({"limit":5,"query":"rapamycin systematic review 2024 Lancet Healthy Longevity 19 studies"})
→ call wiki_search({"lang":"en","limit":5,"query":"rapamycin systematic review Lancet Healthy Longevity 2024"})
【tool:web_search】
{"ok": true, "query": "Lancet Healthy Longevity rapamycin 2024 systematic review 19 studies Table 1 full text", "results": [{"title": "Targeting ageing with rapamycin and its derivatives in ... - The Lancet", "url": "https://www.thelancet.com/journals/lanhl/article/PIIS2666-7568(23)00258-1/fulltext", "snippet": "A search across five databases yielded 18 400 unique articles, resulting in 19 included studies . Rapamycin and its derivatives improved physiological parameters associated with ageing in the immune, cardiovascular, and integumentary systems of healthy individuals or individuals with ageing-related diseases."}, {"title": "Targeting ageing with rapamycin and its derivatives in humans: a ...", "url": "https://www.sciencedirect.com/science/article/pii/S2666756823002581", "snippet": "Rapamycin and its derivatives (rapalogs) are inhibitors of mTOR, a major regulator of the ageing process. We aimed to summarise the effects of rapamycin and its derivatives on the severity of ageing-related physiological changes and disease in adults. A search across five databases yielded 18 400 unique articles, resulting in 19 included studies ."}, {"title": "Targeting ageing with rapamycin and its derivatives in humans: a ...", "url": "https://europepmc.org/article/MED/38310895", "snippet": "A search across five databases yielded 18 400 unique articles, resulting in 19 included studies . Rapamycin and its derivatives improved physiological parameters associated with ageing in the immune, c
【tool:pubmed_search】
{"ok": true, "query": "rapamycin systematic review 2024 Lancet Healthy Longevity 19 studies", "results": []}
【tool:wiki_search】
{"ok": false, "error": "Client error '403 Forbidden' for url 'https://en.wikipedia.org/w/api.php?action=query&list=search&srsearch=rapamycin+systematic+review+Lancet+Healthy+Longevity+2024&srlimit=5&format=json'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/403"}
→ call web_fetch({"max_chars":12000,"url":"https://www.europepmc.org/article/MED/38310895"})
→ call web_fetch({"max_chars":12000,"url":"https://www.thelancet.com/pdfs/journals/lanhl/PIIS2666-7568(23)00258-1.pdf"})
【tool:web_fetch】
{"ok": true, "url": "https://europepmc.org/article/MED/38310895", "status": 200, "content_type": "text/html;charset=UTF-8", "text": "Europe PMC Europe PMC 1 Sign in | Create an account https://orcid.org https://plus.europepmc.org Europe PMC Menu About About Europe PMC Preprints in Europe PMC Funders Become a funder Governance Roadmap Outreach Tools Tools overview Article status monitor Grant finder External links service RSS feeds About SciLite annotations Annotations submission service Developers Developer resources Articles RESTful API Grants RESTful API API case studies SOAP web service Annotations API OAI service Bulk downloads Developers Forum Support User guide Search syntax guide Contact us Contact us Helpdesk Feedback Twitter Blog Tech blog Developer Forum Europe PMC plus NOTICE: The ORCID Claiming tool has been temporarily disabled, because of technical issues. Please check back in later.", "truncated": false}
【tool:web_fetch】
{"ok": false, "error": "Client error '403 Forbidden' for url 'https://www.thelancet.com/pdfs/journals/lanhl/PIIS2666-7568(23)00258-1.pdf'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/403"}
→ call web_search({"limit":10,"query":"\"Targeting ageing with rapamycin and its derivatives in humans\" table 1"})
→ call web_search({"limit":10,"query":"site:pmc.ncbi.nlm.nih.gov rapamycin derivatives humans systematic review table 1"})
→ call web_search({"limit":10,"query":"\"38310895\" full text xml europe pmc"})
【tool:web_search】
{"ok": true, "query": "\"Targeting ageing with rapamycin and its derivatives in humans\" table 1", "results": [{"title": "Targeting ageing with rapamycin and its derivatives in humans: a ...", "url": "https://www.thelancet.com/journals/lanhl/article/PIIS2666-7568(23)00258-1/fulltext", "snippet": "Rapamycin and its derivatives (rapalogs) are inhibitors of mTOR, a major regulator of the ageing process. We aimed to summarise the effects of rapamycin and its derivatives on the severity of ageing-related physiological changes and disease in adults. A search across five databases yielded 18 400 unique articles, resulting in 19 included studies. Rapamycin and its derivatives improved ..."}, {"title": "Targeting ageing with rapamycin and its derivatives in humans: a ...", "url": "https://www.sciencedirect.com/science/article/pii/S2666756823002581", "snippet": "Rapamycin and its derivatives (rapalogs) are inhibitors of mTOR, a major regulator of the ageing process. We aimed to summarise the effects of rapamycin and its derivatives on the severity of ageing-related physiological changes and disease in adults. A search across five databases yielded 18 400 unique articles, resulting in 19 included studies. Rapamycin and its derivatives improved ..."}, {"title": "Targeting ageing with rapamycin and its derivatives in humans: a ...", "url": "https://europepmc.org/article/MED/38310895", "snippet": "Rapamycin and its derivatives (rapalogs) are inhibitors of mTOR, a major regulator of the age
【tool:web_search】
{"ok": true, "query": "site:pmc.ncbi.nlm.nih.gov rapamycin derivatives humans systematic review table 1", "results": [{"title": "Rapamycin for longevity: the pros, the cons, and future perspectives", "url": "https://pmc.ncbi.nlm.nih.gov/articles/PMC12226543/", "snippet": "A systematic review evaluated the effects of rapamycin and its derivatives on aging-related physiological changes and diseases and found improvements in the immune, cardiovascular, and integumentary systems but not in the endocrine, muscular, or neurological systems (Lee et al., 2024)."}, {"title": "Molecular and therapeutic insights of rapamycin: a multi-faceted drug ...", "url": "https://pmc.ncbi.nlm.nih.gov/articles/PMC9875782/", "snippet": "In addition, an insight into the mechanism of action of the drug and important derivatives of rapamycin has been expounded. The fillings of the current review , aids in understanding the underlying molecular mechanism, strain improvement, optimization and production of rapamycin derivatives . Graphical abstract"}, {"title": "Rapamycin Exerts Its Geroprotective Effects in the Ageing Human Immune ...", "url": "https://pmc.ncbi.nlm.nih.gov/articles/PMC12794675/", "snippet": "ABSTRACT mTOR inhibitors such as rapamycin are among the most robust life‐extending interventions known, yet the mechanisms underlying their geroprotective effects in humans remain incompletely understood."}, {"title": "Rapamycin: A Bacteria-Derived Immunosuppressant That Has Anti ...", "url": "https
【tool:web_search】
{"ok": true, "query": "\"38310895\" full text xml europe pmc", "results": []}
→ call web_fetch({"max_chars":14000,"url":"https://research.vu.nl/en/publications/targeting-ageing-with-rapamycin-and-its-derivatives-in-humans-a-s"})
→ call web_fetch({"max_chars":14000,"url":"https://nutrition-evidence.com/article/501551/targeting-ageing-with-rapamycin-and-its-derivatives-in-humans-a-systematic-review"})
→ call web_fetch({"max_chars":14000,"url":"https://www.thelancet.com/cms/10.1016/S2666-7568(23)00258-1/attachment/6dc4a44a-1910-4435-ab52-a506c5f070b4/mmc1.pdf"})
【tool:web_fetch】
{"ok": true, "url": "https://research.vu.nl/en/publications/targeting-ageing-with-rapamycin-and-its-derivatives-in-humans-a-s/", "status": 200, "content_type": "text/html;charset=UTF-8", "text": "Targeting ageing with rapamycin and its derivatives in humans: a systematic review - Vrije Universiteit Amsterdam Skip to main navigation Skip to search Skip to main content Vrije Universiteit Amsterdam Home Help & FAQ Link opens in a new tab Search content at Vrije Universiteit Amsterdam Home Profiles Research units Research output Courses Projects Datasets / Software Activities Prizes / Grants Press / Media Targeting ageing with rapamycin and its derivatives in humans: a systematic review Deborah J W Lee , Ajla Hodzic Kuerec , Andrea B Maier Prevention and Rehabilitation AMS - Ageing & Vitality APH - Aging & Later Life APH - Global Health Research output : Contribution to Journal › Review article › Academic › peer-review Overview Fingerprint Abstract Rapamycin and its derivatives (rapalogs) are inhibitors of mTOR, a major regulator of the ageing process. We aimed to summarise the effects of rapamycin and its derivatives on the severity of ageing-related physiological changes and disease in adults. A search across five databases yielded 18 400 unique articles, resulting in 19 included studies. Rapamycin and its derivatives improved physiological parameters associated with ageing in the immune, cardiovascular, and integumentary systems of healthy individuals or individuals with agein
【tool:web_fetch】
{"ok": true, "url": "https://nutrition-evidence.com/article/501551/targeting-ageing-with-rapamycin-and-its-derivatives-in-humans-a-systematic-review", "status": 200, "content_type": "text/html; charset=utf-8", "text": "Article - Targeting ageing with rapamycin and its derivatives in humans: a systematic review. - Nutrition Evidence Database Search NED Journals NED Infobites NED Articles Login Search Advanced search Home Search NED Journals Infobites Editorial board Expert Reviewers Dashboard Alerts Favourites Searches Account management Logout 1) { setInterval(() => { this.currentIndex = (this.currentIndex + 1) % this.advertisements.length; }, 5000); } } }\" class=\"w-full px-4 pt-6 print:hidden\" > Targeting ageing with rapamycin and its derivatives in humans: a systematic review. Andrea B Maier, Deborah J W Lee, Ajla Hodzic Kuerec Journal: The lancet. Healthy longevity 2024;5(2):e152-e162 PMID: 38310895 Free Full Text on Elsevier Science View on PubMed Abstract Rapamycin and its derivatives (rapalogs) are inhibitors of mTOR, a major regulator of the ageing process. We aimed to summarise the effects of rapamycin and its derivatives on the severity of ageing-related physiological changes and disease in adults. A search across five databases yielded 18 400 unique articles, resulting in 19 included studies. Rapamycin and its derivatives improved physiological parameters associated with ageing in the immune, cardiovascular, and integumentary systems of healthy individuals or ind
【tool:web_fetch】
{"ok": false, "error": "Client error '403 Forbidden' for url 'https://www.thelancet.com/cms/10.1016/S2666-7568(23)00258-1/attachment/6dc4a44a-1910-4435-ab52-a506c5f070b4/mmc1.pdf'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/403"}
→ call web_search({"limit":10,"query":"\"Targeting ageing with rapamycin and its derivatives in humans\" \"Table 1\" \"included studies\""})
→ call web_search({"limit":10,"query":"\"Targeting ageing with rapamycin and its derivatives in humans\" pdf table 1 included studies"})
→ call web_search({"limit":10,"query":"\"Lee\" rapamycin derivatives humans systematic review table 1 endpoint"})
【tool:web_search】
{"ok": true, "query": "\"Targeting ageing with rapamycin and its derivatives in humans\" \"Table 1\" \"included studies\"", "results": []}
【tool:web_search】
{"ok": true, "query": "\"Targeting ageing with rapamycin and its derivatives in humans\" pdf table 1 included studies", "results": []}
【tool:web_search】
{"ok": true, "query": "\"Lee\" rapamycin derivatives humans systematic review table 1 endpoint", "results": []}
→ call web_search({"limit":10,"query":"Europe PMC 38310895 xml full text open access"})
→ call web_search({"limit":10,"query":"38310895 Europe PMC full text XML table 1"})
→ call web_search({"limit":10,"query":"site:europepmc.org 38310895 xml"})
【tool:web_search】
{"ok": false, "error": "Client error '403 Forbidden' for url 'https://html.duckduckgo.com/html/?q=Europe+PMC+38310895+xml+full+text+open+access'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/403"}
【tool:web_search】
{"ok": false, "error": "Client error '403 Forbidden' for url 'https://html.duckduckgo.com/html/?q=38310895+Europe+PMC+full+text+XML+table+1'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/403"}
【tool:web_search】
{"ok": false, "error": "Client error '403 Forbidden' for url 'https://html.duckduckgo.com/html/?q=site%3Aeuropepmc.org+38310895+xml'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/403"}
→ call run_python({"code":"import requests, re, bs4, json\nurl='https://research.vu.nl/en/publications/targeting-ageing-with-rapamycin-and-its-derivatives-in-humans-a-s'\nhtml=requests.get(url, timeout=20).text\nprint('len', len(html))\nfor pat in [r'https?://[^\"\\']+\\.pdf[^\"\\']*', r'/[^\"\\']+\\.pdf[^\"\\']*', r'href=\"([^\"]+)\"']:\n pass\n# extract links with pdf or attachment keywords\nlinks=set(re.finda)
→ call run_python({"code":"import requests, json, re\npid='38310895'\n# Europe PMC API search by PMID\napi=f'https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:{pid}&format=json&pageSize=5'\nresp=requests.get(api, timeout=20)\nprint('status', resp.status_code)\nprint(resp.text[:1000])","timeout":40})
【tool:run_python】
{"ok": true, "stdout": "len 56831\n--- title snippet ---\nTargeting ageing with rapamycin and its derivatives in humans: a systematic review\n - Vrije Universiteit Amsterdam\n", "stderr": "", "returncode": 0}
【tool:run_python】
{"ok": true, "stdout": "status 200\n{\"version\":\"6.9\",\"hitCount\":1,\"request\":{\"queryString\":\"EXT_ID:38310895\",\"resultType\":\"lite\",\"cursorMark\":\"*\",\"pageSize\":5,\"sort\":\"\",\"synonym\":false},\"resultList\":{\"result\":[{\"id\":\"38310895\",\"source\":\"MED\",\"pmid\":\"38310895\",\"doi\":\"10.1016/s2666-7568(23)00258-1\",\"title\":\"Targeting ageing with rapamycin and its derivatives in humans: a systematic review.\",\"authorString\":\"Lee DJW, Hodzic Kuerec A, Maier AB.\",\"journalTitle\":\"Lancet Healthy Longev\",\"issue\":\"2\",\"journalVolume\":\"5\",\"pubYear\":\"2024\",\"journalIssn\":\"2666-7568\",\"pageInfo\":\"e152-e162\",\"pubType\":\"research support, non-u.s. gov't; systematic review; journal article\",\"isOpenAccess\":\"N\",\"inEPMC\":\"N\",\"inPMC\":\"N\",\"hasPDF\":\"N\",\"hasBook\":\"N\",\"hasSuppl\":\"N\",\"citedByCount\":96,\"hasReferences\":\"Y\",\"hasTextMinedTerms\":\"Y\",\"hasDbCrossReferences\":\"N\",\"hasLabsLinks\":\"Y\",\"hasTMAccessionNumbers\":\"N\",\"firstIndexDate\":\"2024-02-05\",\"firstPublicationDate\":\"2024-02-01\"}]}}\n", "stderr": "", "returncode": 0}
→ call run_python({"code":"import requests, re, bs4, json\nurl='https://research.vu.nl/en/publications/targeting-ageing-with-rapamycin-and-its-derivatives-in-humans-a-s'\nhtml=requests.get(url, timeout=20).text\nprint('status ok len', len(html))\n# print candidate lines containing pdf/attachment/download/pii/doi/fulltext\nfor kw in ['pdf','attachment','download','fulltext','pii','doi']:\n print(f'--- {kw} matche)
【tool:run_python】
{"ok": true, "stdout": "status ok len 56831\n--- pdf matches ---\n--- attachment matches ---\n--- download matches ---\nf($('a.document-link').length === 0){ $(\".metrics-top\").addClass(\"one\"); $('div.metrics-downloads').remove(); } } }); function plumXError(e) { $(e).closest('.metric-plum-x').closest('.metrics-bottom').addClass('one'); $(e).\n--- fulltext matches ---\n--- pii matches ---\n--- doi matches ---\nntent=\"0000-0001-7206-1724\"></meta><meta name=\"citation_publication_date\" content=\"2024/02\"></meta><meta name=\"citation_doi\" content=\"10.1016/S2666-7568(23)00258-1\"></meta><meta name=\"citation_language\" content=\"English\"></meta><meta name=\"citation_keywords\" content=\"Humans; Aging; Sirolimus/pharmac\nnum links 41\nog:url ['https://research.vu.nl/en/publications/targeting-ageing-with-rapamycin-and-its-derivatives-in-humans-a-s/']\n", "stderr": "", "returncode": 0}
→ call run_python({"code":"import requests, re, os, json\nurl='https://www.thelancet.com/pdfs/journals/lanhl/PIIS2666-7568(23)00258-1.pdf'\nheaders={\n 'User-Agent':'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/122.0 Safari/537.36',\n 'Accept':'application/pdf,*/*;q=0.8',\n 'Referer':'https://www.thelancet.com/'\n}\nr=requests.get(url, headers=headers, timeout=30))
【tool:run_python】
{"ok": true, "stdout": "status 403\nct text/html; charset=UTF-8\n<!DOCTYPE html><html lang=\"en-US\"><head><title>Just a moment...</title><meta http-equiv=\"Content-Type\" content=\"text/html; charset=UTF-8\"><meta http-equiv=\"X-UA-Compatible\" content=\"IE=Edge\"><meta nam\n", "stderr": "", "returncode": 0}
→ call run_python({"code":"import requests, re, bs4\nurl='https://www.thelancet.com/journals/lanhl/article/PIIS2666-7568(23)00258-1/fulltext'\nhtml=requests.get(url, timeout=30, headers={'User-Agent':'Mozilla/5.0'}).text\nprint('len', len(html), 'head', html[:200])\nfor kw in ['Table 1','included studies','download figures','download tables','supplementary appendix','mmc1']:\n print('kw',kw, html.lower().find(kw)
→ call run_python({"code":"import requests, re\nurl='https://www.sciencedirect.com/science/article/pii/S2666756823002581'\nhtml=requests.get(url, timeout=30, headers={'User-Agent':'Mozilla/5.0'}).text\nprint('len', len(html), 'head', html[:200])\nfor kw in ['Table 1','included studies','Full Text','PDF']:\n print(kw, html.lower().find(kw.lower()))\nprint('title', re.search(r'<title>(.*?)</title>', html, re.I|re.)
【tool:run_python】
{"ok": true, "stdout": "len 5575 head <!DOCTYPE html><html lang=\"en-US\"><head><title>Just a moment...</title><meta http-equiv=\"Content-Type\" content=\"text/html; charset=UTF-8\"><meta http-equiv=\"X-UA-Compatible\" content=\"IE=Edge\"><meta nam\nkw Table 1 -1\nkw included studies -1\nkw download figures -1\nkw download tables -1\nkw supplementary appendix -1\nkw mmc1 -1\npat citation_pdf_url\" content=\"([^\"]+) found False\npat citation_fulltext_html_url\" content=\"([^\"]+) found False\npat __NEXT_DATA__ found False\npat window.__INITIAL_STATE__ found False\n", "stderr": "", "returncode": 0}
【tool:run_python】
{"ok": true, "stdout": "len 832787 head <!DOCTYPE html>\n<html lang='en-us'>\n<head>\n <meta content=\"text/html; charset=UTF-8\" http-equiv=\"Content-Type\" >\n <meta content=\"IE=edge\" http-equiv=\"X-UA-Compatible\" >\n <meta content=\"1\" name=\"tdm\nTable 1 -1\nincluded studies -1\nFull Text -1\nPDF 30625\ntitle ScienceDirect\n", "stderr": "", "returncode": 0}
→ call run_python({"code":"import requests, bs4, re, json\nurl='https://research.vu.nl/en/publications/targeting-ageing-with-rapamycin-and-its-derivatives-in-humans-a-s'\nhtml=requests.get(url, timeout=20).text\nsoup=bs4.BeautifulSoup(html,'html.parser')\nanchors=[]\nfor a in soup.find_all('a'):\n txt=' '.join(a.get_text(' ',strip=True).split())\n href=a.get('href','')\n if txt or href:\n anchors
```