{"product_id":"exclusive-one-day-national-workshop-on-how-to-build-ai-research-agents-for-life-science-research","title":"Exclusive One-Day National Workshop on How to Build AI Research Agents for Life Science Research","description":"\u003ch1 data-pm-slice=\"1 1 []\" style=\"text-align: center;\"\u003e\u003cspan\u003eBuild Your Own AI Research Agent - in One Day\u003c\/span\u003e\u003c\/h1\u003e\n\u003ch3 style=\"text-align: center;\"\u003e\u003cspan\u003eA hands-on Agentic AI workshop for life science students, researchers, and professionals.\u003c\/span\u003e\u003c\/h3\u003e\n\u003cp style=\"text-align: center;\"\u003e\u003cstrong\u003e\u003cspan\u003eTurn a scientific question into an AI-powered research workflow.\u003c\/span\u003e\u003c\/strong\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cspan\u003eLearn to build AI agents that search scientific literature, retrieve biological evidence, compare findings, and generate structured research reports. Follow guided hands-on sessions, work with pre-built templates, and explore how specialised agents collaborate on research tasks.\u003c\/span\u003e\u003c\/p\u003e\n\u003ch3 style=\"text-align: center;\"\u003e\u003cstrong\u003e\u003cspan\u003eJOIN US LIVE\u003cbr\u003e\u003cbr\u003e14 November 2026  |  Saturday · 10:00 AM–4:00 PM IST\u003c\/span\u003e\u003c\/strong\u003e\u003c\/h3\u003e\n\u003cdiv class=\"bt-offer-timer\" data-deadline=\"2026-11-05T00:00:00+05:30\"\u003e\n  \u003cspan class=\"bt-timer-badge\"\u003eEARLY BIRD OFFER\u003c\/span\u003e\n\n  \u003cdiv class=\"bt-timer-prices\"\u003e\n    \u003cstrong data-price\u003e₹999\u003c\/strong\u003e\n    \u003cspan data-later\u003e₹1,499 from 5 November\u003c\/span\u003e\n  \u003c\/div\u003e\n\n  \u003cp data-message\u003e\n    Register before \u003cstrong\u003e5 November 2026\u003c\/strong\u003e\n    to secure the early bird fee.\n  \u003c\/p\u003e\n\n  \u003cdiv class=\"bt-timer-digits\" data-countdown role=\"timer\" aria-label=\"Time remaining for early bird registration\"\u003e\n    \u003cdiv\u003e\n\u003cb data-days\u003e--\u003c\/b\u003e\u003csmall\u003eDays\u003c\/small\u003e\n\u003c\/div\u003e\n    \u003cdiv\u003e\n\u003cb data-hours\u003e--\u003c\/b\u003e\u003csmall\u003eHours\u003c\/small\u003e\n\u003c\/div\u003e\n    \u003cdiv\u003e\n\u003cb data-minutes\u003e--\u003c\/b\u003e\u003csmall\u003eMinutes\u003c\/small\u003e\n\u003c\/div\u003e\n    \u003cdiv\u003e\n\u003cb data-seconds\u003e--\u003c\/b\u003e\u003csmall\u003eSeconds\u003c\/small\u003e\n\u003c\/div\u003e\n  \u003c\/div\u003e\n\n  \u003csmall data-note\u003e\n    Offer ends on 4 November 2026 at 11:59 PM IST.\n  \u003c\/small\u003e\n\u003c\/div\u003e\n\n\u003cstyle\u003e\n  .bt-offer-timer,\n  .bt-offer-timer * {\n    box-sizing: border-box;\n  }\n\n  .bt-offer-timer {\n    margin: 24px auto;\n    max-width: 680px;\n    padding: 26px 16px;\n    border: 1px solid #cce5e5;\n    border-radius: 18px;\n    background: linear-gradient(135deg, #f1fbfa, #f5f8ff);\n    text-align: center;\n    color: #12304d;\n    font-family: inherit;\n  }\n\n  .bt-offer-timer .bt-timer-badge {\n    display: inline-block;\n    padding: 7px 14px;\n    border-radius: 24px;\n    background: #087f80;\n    color: #fff;\n    font-size: 12px;\n    font-weight: 700;\n    letter-spacing: 1px;\n  }\n\n  .bt-offer-timer .bt-timer-prices {\n    display: flex;\n    flex-wrap: wrap;\n    align-items: center;\n    justify-content: center;\n    gap: 8px 14px;\n    margin-top: 18px;\n  }\n\n  .bt-offer-timer [data-price] {\n    color: #087f80;\n    font-size: 46px;\n    font-weight: 800;\n    line-height: 1.2;\n  }\n\n  .bt-offer-timer [data-later] {\n    color: #526479;\n    font-size: 14px;\n  }\n\n  .bt-offer-timer [data-message] {\n    margin: 16px 0 20px;\n    font-size: 15px;\n    line-height: 1.6;\n  }\n\n  .bt-offer-timer .bt-timer-digits {\n    display: flex;\n    justify-content: center;\n    gap: 8px;\n    margin-bottom: 16px;\n  }\n\n  .bt-offer-timer .bt-timer-digits \u003e div {\n    flex: 0 1 72px;\n    min-width: 0;\n    padding: 12px 4px;\n    border: 1px solid #dce8ee;\n    border-radius: 10px;\n    background: #fff;\n  }\n\n  .bt-offer-timer .bt-timer-digits b {\n    display: block;\n    font-size: 28px;\n    line-height: 1.2;\n    font-variant-numeric: tabular-nums;\n  }\n\n  .bt-offer-timer .bt-timer-digits small {\n    display: block;\n    margin-top: 5px;\n    color: #526479;\n    font-size: 11px;\n  }\n\n  .bt-offer-timer [data-note] {\n    display: block;\n    color: #526479;\n    font-size: 12px;\n    line-height: 1.5;\n  }\n\n  .bt-offer-timer [hidden] {\n    display: none !important;\n  }\n\u003c\/style\u003e\n\n\u003cscript\u003e\n(function () {\n  var globalKey = \"__biotecnikaWorkshopTimerV2\";\n\n  \/* One shared updater, even when Shopify reloads the section. *\/\n  if (!window[globalKey]) {\n    function updateTimers() {\n      document.querySelectorAll(\".bt-offer-timer\").forEach(function (card) {\n        var deadline = Date.parse(card.dataset.deadline);\n        if (!Number.isFinite(deadline)) return;\n\n        var remaining = deadline - 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A Literature Research Agent\u003c\/span\u003e\u003c\/h3\u003e\n\u003cp\u003e\u003cspan\u003eTurn a scientific question into a structured literature research workflow.\u003c\/span\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cstrong\u003e\u003cspan\u003eResearch Question → Literature Search → Paper Identification → Information Extraction → Evidence Comparison → Research Report\u003c\/span\u003e\u003c\/strong\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cspan\u003eWork with resources such as PubMed, arXiv, and Semantic Scholar to retrieve relevant papers and organise findings.\u003c\/span\u003e\u003c\/p\u003e\n\u003ch3\u003e\u003cspan\u003e2. An End-to-End Life Science Research Agent\u003c\/span\u003e\u003c\/h3\u003e\n\u003cp\u003e\u003cspan\u003eExplore how to combine literature with biological and drug-related evidence for a focused research task.\u003c\/span\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cspan\u003eThe hands-on session will use one of these workflows:\u003c\/span\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cspan\u003eDisease target identification\u003c\/span\u003e\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cspan\u003eGene\/protein functional annotation\u003c\/span\u003e\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cspan\u003eDrug repurposing evidence mining\u003c\/span\u003e\u003c\/p\u003e\n\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003ch3\u003e\u003cspan\u003e3. A Multi-Agent Research Workflow\u003c\/span\u003e\u003c\/h3\u003e\n\u003cp\u003e\u003cspan\u003eSee how specialised agents can collaborate on a research question through a live demonstration.\u003c\/span\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cspan\u003eExplore the roles of literature, target, data, analysis, and scientific validation agents—and how their outputs contribute to a final report.\u003c\/span\u003e\u003c\/p\u003e\n\u003cdiv\u003e\u003chr\u003e\u003c\/div\u003e\n\u003ch2\u003e\u003cspan\u003eWhy Attend This Workshop?\u003c\/span\u003e\u003c\/h2\u003e\n\u003cp\u003e\u003cspan\u003eScientific research involves more than finding information. Researchers must connect sources, compare findings, assess limitations, and decide what evidence to trust.\u003c\/span\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cspan\u003eThis workshop introduces the practical foundations of building AI agents for these tasks. You will learn how to:\u003c\/span\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cspan\u003eBreak a research question into a sequence of actionable steps.\u003c\/span\u003e\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cspan\u003eConnect AI systems to scientific tools and external data sources.\u003c\/span\u003e\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cspan\u003eStructure prompts and instructions for research workflows.\u003c\/span\u003e\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cspan\u003eRetrieve and compare evidence from multiple sources.\u003c\/span\u003e\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cspan\u003eIdentify hallucinations, unsupported claims, and workflow limitations.\u003c\/span\u003e\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cspan\u003eKeep human judgement central to scientific validation.\u003c\/span\u003e\u003c\/p\u003e\n\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003cstrong\u003e\u003cspan\u003eThe focus is on practical workflows, guided building, and responsible use of AI in research.\u003c\/span\u003e\u003c\/strong\u003e\u003c\/p\u003e\n\u003cdiv\u003e\u003chr\u003e\u003c\/div\u003e\n\u003ch2\u003e\u003cspan\u003eWho Should Attend?\u003c\/span\u003e\u003c\/h2\u003e\n\u003cp\u003e\u003cspan\u003eDesigned for learners and professionals interested in AI applications across:\u003c\/span\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cspan\u003eBiotechnology and life sciences\u003c\/span\u003e\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cspan\u003eBioinformatics and computational biology\u003c\/span\u003e\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cspan\u003ePharmaceutical sciences and drug discovery\u003c\/span\u003e\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cspan\u003eChemistry and cheminformatics\u003c\/span\u003e\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cspan\u003eAcademic and industry research\u003c\/span\u003e\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cspan\u003e\u003c\/span\u003e\u003cstrong\u003e\u003cspan\u003ePharma and healthcare professionals:\u003c\/span\u003e\u003c\/strong\u003e\u003cspan\u003e B.Pharm, M.Pharm, PharmD, MBBS, MD\/MS graduates, practising doctors, and clinical researchers interested in applying AI to scientific literature research, evidence synthesis, and research automation.\u003c\/span\u003e\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cspan\u003e\u003c\/span\u003e\u003cspan\u003eThe workshop focuses on \u003c\/span\u003e\u003cstrong\u003e\u003cspan\u003eresearch applications\u003c\/span\u003e\u003c\/strong\u003e\u003cspan\u003e; it doesn’t train participants to use AI for clinical diagnosis or treatment decisions.\u003c\/span\u003e\u003c\/p\u003e\n\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003cspan\u003eRelevant for undergraduate and postgraduate students, PhD scholars, research fellows, faculty members, and working professionals.\u003c\/span\u003e\u003c\/p\u003e\n\u003cdiv\u003e\u003chr\u003e\u003c\/div\u003e\n\u003ch2\u003e\u003cspan\u003e\u003cimg src=\"https:\/\/cdn.shopify.com\/s\/files\/1\/0719\/8583\/files\/Final_speaker_poster_with_original_portraits.png?v=1793013771\" alt=\"\" width=\"480\" height=\"720\" style=\"display: block; margin-left: auto; margin-right: auto;\"\u003e\u003c\/span\u003e\u003c\/h2\u003e\n\u003ch2\u003e\u003cspan\u003eWorkshop Agenda\u003c\/span\u003e\u003c\/h2\u003e\n\u003ctable\u003e\n\u003ctbody\u003e\n\u003ctr\u003e\n\u003cth\u003e\u003cspan\u003eTime\u003c\/span\u003e\u003c\/th\u003e\n\u003cth\u003e\u003cspan\u003eSession\u003c\/span\u003e\u003c\/th\u003e\n\u003cth\u003e\u003cspan\u003eSpeaker\u003c\/span\u003e\u003c\/th\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003e\u003cspan\u003e10:00–10:10 AM\u003c\/span\u003e\u003c\/td\u003e\n\u003ctd\u003e\u003cspan\u003eWelcome, workshop roadmap, and learning outcomes\u003c\/span\u003e\u003c\/td\u003e\n\u003ctd\u003e\u003cspan\u003eUrmimala — Host\u003c\/span\u003e\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003e\u003cspan\u003e10:10–10:40 AM\u003c\/span\u003e\u003c\/td\u003e\n\u003ctd\u003e\u003cspan\u003eFoundations: From Generative AI to Agentic AI\u003c\/span\u003e\u003c\/td\u003e\n\u003ctd\u003e\u003cspan\u003eDr. Shubhi Singh\u003c\/span\u003e\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003e\u003cspan\u003e10:40 AM–12:05 PM\u003c\/span\u003e\u003c\/td\u003e\n\u003ctd\u003e\u003cspan\u003eHands-on I: Building a Literature Research Agent\u003c\/span\u003e\u003c\/td\u003e\n\u003ctd\u003e\u003cspan\u003eDr. Bhupender Singh\u003c\/span\u003e\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003e\u003cspan\u003e12:05–1:30 PM\u003c\/span\u003e\u003c\/td\u003e\n\u003ctd\u003e\u003cspan\u003eHands-on II: End-to-End Life Science Research Agent\u003c\/span\u003e\u003c\/td\u003e\n\u003ctd\u003e\u003cspan\u003eMr. Raj Kumar Patra\u003c\/span\u003e\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003e\u003cspan\u003e1:30–2:00 PM\u003c\/span\u003e\u003c\/td\u003e\n\u003ctd\u003e\u003cspan\u003eLunch break\u003c\/span\u003e\u003c\/td\u003e\n\u003ctd\u003e\u003cspan\u003e—\u003c\/span\u003e\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003e\u003cspan\u003e2:00–3:25 PM\u003c\/span\u003e\u003c\/td\u003e\n\u003ctd\u003e\u003cspan\u003eAdvanced Multi-Agent Systems for Biology, Pharma \u0026amp; Chemistry\u003c\/span\u003e\u003c\/td\u003e\n\u003ctd\u003e\u003cspan\u003eDr. Elamathi Natarajan\u003c\/span\u003e\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003e\u003cspan\u003e3:25–3:55 PM\u003c\/span\u003e\u003c\/td\u003e\n\u003ctd\u003e\u003cspan\u003eCareer \u0026amp; Industry: Becoming an AI-Enabled Researcher\u003c\/span\u003e\u003c\/td\u003e\n\u003ctd\u003e\u003cspan\u003eDr. Nilofer K. Shaikh\u003c\/span\u003e\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003e\u003cspan\u003e3:55–4:00 PM\u003c\/span\u003e\u003c\/td\u003e\n\u003ctd\u003e\u003cspan\u003eKey takeaways, feedback, and certificate instructions\u003c\/span\u003e\u003c\/td\u003e\n\u003ctd\u003e\u003cspan\u003eHost\u003c\/span\u003e\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003c\/tbody\u003e\n\u003c\/table\u003e\n\u003cdiv\u003e\u003chr\u003e\u003c\/div\u003e\n\u003ch2\u003e\u003cspan\u003eWhat Each Session Covers\u003c\/span\u003e\u003c\/h2\u003e\n\u003ch3\u003e\u003cspan\u003eSession I: Foundations—From Generative AI to Agentic AI\u003c\/span\u003e\u003c\/h3\u003e\n\u003cp\u003e\u003cspan\u003eUnderstand how AI research agents work and where they fit into scientific research.\u003c\/span\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cspan\u003eAI, machine learning, deep learning, and generative AI\u003c\/span\u003e\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cspan\u003eChatbots, AI assistants, and AI research agents\u003c\/span\u003e\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cspan\u003eCore agent components: reasoning, tools, data, context, planning, action, and verification\u003c\/span\u003e\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cspan\u003eApplications in biology, bioinformatics, pharma, and chemistry\u003c\/span\u003e\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cspan\u003eHallucinations, bias, reproducibility, and responsible AI\u003c\/span\u003e\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cspan\u003eDemonstration of an open-source biology agent\u003c\/span\u003e\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cspan\u003eQ\u0026amp;A\u003c\/span\u003e\u003c\/p\u003e\n\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003ch3\u003e\u003cspan\u003eSession II: Hands-on—Building a Literature Research Agent\u003c\/span\u003e\u003c\/h3\u003e\n\u003cp\u003e\u003cspan\u003eLearn how to design an agent that searches and organises scientific literature.\u003c\/span\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cspan\u003eDefine a scientific research question.\u003c\/span\u003e\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cspan\u003eDesign the agent’s role and instructions.\u003c\/span\u003e\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cspan\u003eApply prompt engineering to research tasks.\u003c\/span\u003e\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cspan\u003eUnderstand tool calling, APIs, and structured data.\u003c\/span\u003e\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cspan\u003eExplore PubMed, arXiv, and Semantic Scholar.\u003c\/span\u003e\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cspan\u003eExtract information and compare findings.\u003c\/span\u003e\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cspan\u003eVerify AI-generated results against original sources.\u003c\/span\u003e\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cspan\u003eBuild using guided templates, with advanced extensions discussed.\u003c\/span\u003e\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cspan\u003eQ\u0026amp;A\u003c\/span\u003e\u003c\/p\u003e\n\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003ch3\u003e\u003cspan\u003eSession III: Hands-on—End-to-End Life Science Research Agent\u003c\/span\u003e\u003c\/h3\u003e\n\u003cp\u003e\u003cspan\u003eConnect a biological question with relevant literature, databases, and evidence.\u003c\/span\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cspan\u003eTranslate a research question into an agent workflow.\u003c\/span\u003e\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cspan\u003eSelect appropriate databases and tools.\u003c\/span\u003e\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cspan\u003eRetrieve gene\/protein and literature information.\u003c\/span\u003e\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cspan\u003eExplore target, pathway, functional, and compound evidence.\u003c\/span\u003e\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cspan\u003eCompare findings and identify potential research gaps.\u003c\/span\u003e\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cspan\u003eEvaluate scientific limitations.\u003c\/span\u003e\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cspan\u003eGenerate a structured research report.\u003c\/span\u003e\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cspan\u003eQ\u0026amp;A\u003c\/span\u003e\u003c\/p\u003e\n\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003cstrong\u003e\u003cspan\u003eFocused project options:\u003c\/span\u003e\u003c\/strong\u003e\u003cspan\u003e Disease target identification, gene\/protein functional annotation, or drug repurposing evidence mining.\u003c\/span\u003e\u003c\/p\u003e\n\u003ch3\u003e\u003cspan\u003eSession IV: Advanced Multi-Agent Systems for Biology, Pharma \u0026amp; Chemistry\u003c\/span\u003e\u003c\/h3\u003e\n\u003cp\u003e\u003cspan\u003eExplore how specialised agents can work together on complex research tasks.\u003c\/span\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cspan\u003eSingle-agent versus multi-agent systems\u003c\/span\u003e\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cspan\u003eSpecialised literature, data, drug discovery, and analysis agents\u003c\/span\u003e\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cspan\u003eScientific critic and validation agents\u003c\/span\u003e\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cspan\u003eAgent orchestration and task delegation\u003c\/span\u003e\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cspan\u003eSequential and parallel workflows\u003c\/span\u003e\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cspan\u003eAgent-to-agent communication\u003c\/span\u003e\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cspan\u003eAdvanced retrieval-augmented generation (RAG) and APIs\u003c\/span\u003e\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cspan\u003eReliability and human-in-the-loop validation\u003c\/span\u003e\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cspan\u003eLive multi-agent workflow demonstration\u003c\/span\u003e\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cspan\u003eQ\u0026amp;A\u003c\/span\u003e\u003c\/p\u003e\n\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003ch3\u003e\u003cspan\u003eSession V: Career \u0026amp; Industry—Becoming an AI-Enabled Researcher\u003c\/span\u003e\u003c\/h3\u003e\n\u003cp\u003e\u003cspan\u003eUnderstand how to continue developing your skills after the workshop.\u003c\/span\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cspan\u003eIndustry applications of AI research agents\u003c\/span\u003e\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cspan\u003eEmerging roles across AI, bioinformatics, biotechnology, and pharma\u003c\/span\u003e\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cspan\u003eBeginner-to-advanced skills roadmap\u003c\/span\u003e\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cspan\u003eBuilding an AI-for-Life-Science portfolio\u003c\/span\u003e\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cspan\u003eResearch project ideas for portfolio development\u003c\/span\u003e\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cspan\u003eIntegrating agents into academic and industry workflows\u003c\/span\u003e\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cspan\u003eData privacy and responsible AI considerations\u003c\/span\u003e\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cspan\u003eQ\u0026amp;A\u003c\/span\u003e\u003c\/p\u003e\n\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cdiv\u003e\u003chr\u003e\u003c\/div\u003e\n\u003ch2\u003e\u003cspan\u003eTools, Resources \u0026amp; Concepts You Will Explore\u003c\/span\u003e\u003c\/h2\u003e\n\u003ctable\u003e\n\u003ctbody\u003e\n\u003ctr\u003e\n\u003cth\u003e\u003cspan\u003eArea\u003c\/span\u003e\u003c\/th\u003e\n\u003cth\u003e\u003cspan\u003eCoverage\u003c\/span\u003e\u003c\/th\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003e\u003cspan\u003eScientific literature\u003c\/span\u003e\u003c\/td\u003e\n\u003ctd\u003e\u003cspan\u003ePubMed, arXiv, Semantic Scholar\u003c\/span\u003e\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003e\u003cspan\u003eBiological evidence\u003c\/span\u003e\u003c\/td\u003e\n\u003ctd\u003e\u003cspan\u003eGene, protein, pathway, target, and drug-related resources\u003c\/span\u003e\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003e\u003cspan\u003eOpen-source research agents\u003c\/span\u003e\u003c\/td\u003e\n\u003ctd\u003e\u003cspan\u003eBiology-agent demonstrations, including resources such as Biomni\u003c\/span\u003e\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003e\u003cspan\u003eAgent development\u003c\/span\u003e\u003c\/td\u003e\n\u003ctd\u003e\u003cspan\u003eRole instructions, prompt engineering, tool\/function calling\u003c\/span\u003e\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003e\u003cspan\u003eData connections\u003c\/span\u003e\u003c\/td\u003e\n\u003ctd\u003e\u003cspan\u003eAPIs and structured outputs\u003c\/span\u003e\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003e\u003cspan\u003eEvidence retrieval\u003c\/span\u003e\u003c\/td\u003e\n\u003ctd\u003e\u003cspan\u003eRAG and multi-source information retrieval\u003c\/span\u003e\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003e\u003cspan\u003eWorkflow design\u003c\/span\u003e\u003c\/td\u003e\n\u003ctd\u003e\u003cspan\u003eAgent orchestration, sequential and parallel processes\u003c\/span\u003e\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003e\u003cspan\u003eScientific reliability\u003c\/span\u003e\u003c\/td\u003e\n\u003ctd\u003e\u003cspan\u003eSource verification, critical evaluation, human review\u003c\/span\u003e\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003c\/tbody\u003e\n\u003c\/table\u003e\n\u003cp\u003e\u003cem\u003e\u003cspan\u003eThe exact software stack, account requirements, and any paid API requirements will be confirmed in the participant setup instructions.\u003c\/span\u003e\u003c\/em\u003e\u003c\/p\u003e\n\u003cdiv\u003e\u003chr\u003e\u003c\/div\u003e\n\u003ch2\u003e\u003cspan\u003eWhat You Will Take Away\u003c\/span\u003e\u003c\/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cspan\u003ePractical exposure to building a literature research agent.\u003c\/span\u003e\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cspan\u003eA guided end-to-end life science research workflow.\u003c\/span\u003e\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cspan\u003eAn understanding of multi-agent research architecture.\u003c\/span\u003e\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cspan\u003eA reusable agent codebase\/template for future practice.\u003c\/span\u003e\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cspan\u003eA beginner-to-advanced skill development roadmap.\u003c\/span\u003e\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cspan\u003ePortfolio project ideas for AI applications in life sciences.\u003c\/span\u003e\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cspan\u003eA framework for evaluating AI-generated research outputs responsibly.\u003c\/span\u003e\u003c\/p\u003e\n\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003cstrong\u003e\u003cspan\u003eCertificate:\u003c\/span\u003e\u003c\/strong\u003e\u003cspan\u003e An e-certificate will be given to all who attend the workshop. \u003c\/span\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cstrong\u003e\u003cspan\u003eAdditional access:\u003c\/span\u003e\u003c\/strong\u003e\u003cspan\u003e Access to the workshop recording will be made available for a duration of 5 days. Accounts should be activated in 48-72 Working Hours.\u003c\/span\u003e\u003c\/p\u003e\n\u003cdiv\u003e\u003chr\u003e\u003c\/div\u003e\n\u003ch2\u003e\u003cspan\u003eFrequently Asked Questions\u003c\/span\u003e\u003c\/h2\u003e\n\u003ch3\u003e\u003cspan\u003eIs this workshop suitable for beginners?\u003c\/span\u003e\u003c\/h3\u003e\n\u003cp\u003e\u003cspan\u003eYes. The workshop includes a beginner-friendly pathway using pre-built templates. Participants with more experience can explore custom tools and multi-source retrieval approaches.\u003c\/span\u003e\u003c\/p\u003e\n\u003ch3\u003e\u003cspan\u003eWill I build an agent or only watch demonstrations?\u003c\/span\u003e\u003c\/h3\u003e\n\u003cp\u003e\u003cspan\u003eThe workshop includes guided hands-on sessions for building a literature research agent and a focused life science research workflow. The advanced multi-agent session includes a live demonstration.\u003c\/span\u003e\u003c\/p\u003e\n\u003ch3\u003e\u003cspan\u003eWhat research areas does it cover?\u003c\/span\u003e\u003c\/h3\u003e\n\u003cp\u003e\u003cspan\u003eThe workshop covers applications in biology, bioinformatics, drug discovery, pharmaceutical sciences, and chemistry. Examples include literature research, disease target identification, gene\/protein annotation, and drug repurposing evidence mining.\u003c\/span\u003e\u003c\/p\u003e\n\u003ch3\u003e\u003cspan\u003eDo I need paid AI subscriptions or API credits?\u003c\/span\u003e\u003c\/h3\u003e\n\u003cp\u003e\u003cspan\u003eNo. Paid AI subscriptions or API credits are not required for this workshop.\u003c\/span\u003e\u003c\/p\u003e\n\u003ch3\u003e\u003cspan\u003eWhat should I prepare before attending?\u003c\/span\u003e\u003c\/h3\u003e\n\u003cp\u003e\u003cspan\u003eWe recommend using a laptop with a stable internet connection to follow the sessions and complete the hands-on activities. You can also watch on a mobile device, but a laptop will provide a better learning experience and allow you to participate fully.\u003c\/span\u003e\u003c\/p\u003e\n\u003ch3\u003e\u003cspan\u003eWill recordings and presentation slides be provided?\u003c\/span\u003e\u003c\/h3\u003e\n\u003cp\u003e\u003cspan\u003eThe workshop recording will be available for five days. Your account will be activated within 48–72 working hours after the workshop. Presentation slides will not be shared separately.\u003c\/span\u003e\u003c\/p\u003e\n\u003ch3\u003e\u003cspan\u003eWill I receive a certificate?\u003c\/span\u003e\u003c\/h3\u003e\n\u003cp\u003e\u003cspan\u003eYes. All participants who attend the workshop will receive an e-certificate.\u003c\/span\u003e\u003c\/p\u003e\n\u003ch3\u003e\u003cspan\u003eDoes the workshop include placement support?\u003c\/span\u003e\u003c\/h3\u003e\n\u003cp\u003e\u003cspan\u003eThe workshop includes career guidance, a skills roadmap, and portfolio project ideas. It does not include placement support.\u003c\/span\u003e\u003c\/p\u003e\n\u003ch3\u003e\u003cspan\u003eHow will I receive joining instructions?\u003c\/span\u003e\u003c\/h3\u003e\n\u003cp\u003e\u003cspan\u003eAfter registering, you will receive the workshop joining link by email 24–48 hours before the workshop begins.\u003c\/span\u003e\u003c\/p\u003e\n\u003ch3\u003e\u003cspan\u003eWhat is the cancellation or refund policy?\u003c\/span\u003e\u003c\/h3\u003e\n\u003cp\u003e\u003cspan\u003eWorkshop registrations are non-refundable.\u003c\/span\u003e\u003c\/p\u003e\n\u003cdiv\u003e\u003chr\u003e\u003c\/div\u003e\n\u003ch2\u003e\u003cspan\u003eStart Building Your AI Research Skills\u003c\/span\u003e\u003c\/h2\u003e\n\u003cp\u003e\u003cspan\u003eLearn how to turn a scientific question into a structured, evidence-informed AI workflow—with guided practice and expert-led demonstrations.\u003c\/span\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cstrong\u003e\u003cspan\u003eRegister for the Workshop Now\u003c\/span\u003e\u003c\/strong\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cstrong\u003e\u003cspan\u003eNeed help registering?\u003c\/span\u003e\u003c\/strong\u003e\u003cbr\u003e\u003cspan\u003e\u003cbr\u003eEmail: info@biotecnika.org\u003c\/span\u003e\u003cbr\u003e\u003c\/p\u003e","brand":"BioTecNika Store","offers":[{"title":"Default Title","offer_id":67963805958381,"sku":null,"price":999.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0719\/8583\/files\/WebinarCreatives-1080x1350_10.jpg?v=1793007252","url":"https:\/\/stores.biotecnika.org\/de\/products\/exclusive-one-day-national-workshop-on-how-to-build-ai-research-agents-for-life-science-research","provider":"BioTecNika Store","version":"1.0","type":"link"}