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Production-Ready Agents: Automatic Tool Retries with Exponential Backoff
LangChain· 2025-12-04 14:30
Hi there, this is Christian from Nche. Today we're fixing one of the most frustrating problems in agent development. Tools that fail at the worst possible moment.Because let's be honest, we all have been in the situation where we want to demo our shiny new agent, but then random API calls just fail or a third party integration just throws [clears throat] a random 500. And in a typical agent, one tool call and one tool call failure might cause the entire result to become garbage. Or in cases where your model ...
No matter how far we go, our roots keep us firm | Dr Sunita Ghimire Gautam | TEDxPremier Intl School
TEDx Talks· 2025-12-03 17:11
Company Overview & Motivation - The speaker's journey from a rural village in Nepal to high-tech science laboratories in Japan and back to Nepal highlights a commitment to bringing scientific advancements to her birthplace [2] - The speaker returned to Nepal in late 2018 with the aim of transferring genome editing technology, supported by the International Brain Research Organization [9] - The speaker's motivation for returning to Nepal was driven by the great need for scientific solutions in the country, despite limited opportunities compared to Japan [8] Startup & Research Focus - The company focuses on developing rapid diagnostic test kits for various diseases, aiming to provide quick and accessible diagnostics in resource-limited settings [13][14] - The company is also working on developing effective antivenom for snake bites, a neglected tropical disease prevalent in Nepal, where existing antivenoms are often ineffective [15] Impact & Future Vision - The company's diagnostic kits are starting to be used in hospitals and pharmacies, demonstrating an initial impact on healthcare in Nepal [16] - The company aims to inspire the younger generation to pursue science and innovation, showing that biology graduates can become science entrepreneurs and innovators [16] - The company is collaborating with the Ministry of Health to implement policies supporting domestically produced diagnostics and medical devices [17]
Choosing to thrive | Joline Fong | TEDxAmherst College
TEDx Talks· 2025-12-03 16:38
Core Message - The industry emphasizes that thriving is an intentional daily choice based on mindset, not just milestones or accomplishments [1] - The industry highlights the importance of focusing on attitude and effort in challenging situations [1] - The industry suggests leaning on a support team while also cultivating the strength to stand alone [1][3] - The industry emphasizes turning challenges into opportunities for growth and connection [1][3] Supporting Evidence & Insights - A Harvard study of over 15,000 participants indicates that happiness is more related to being present than to specific activities [1] - The National Institutes of Health (NIH) promotes "prehabilitation" to prepare for health challenges and improve recovery [1] - The report mentions that approximately 6 in every 100,000 people live with a significant non-malignant brain tumor [1] - Social support is essential for health, reducing pain and stress, and increasing longevity [3]
Resilience reimagined: Adapting for the future | Diane Mas | TEDxAmherst College
TEDx Talks· 2025-12-03 16:37
Climate Change Impact & Adaptation - Severe weather events are increasing, with 2024 being the hottest year on record and the National Weather Service issuing 3,000 flash flood warnings by mid-July [6] - Traditional engineering practices assuming stable past conditions are no longer valid due to climate change [10][11] - Adaptation to climate change is imperative, with a shift needed from shallow adaptation (e g, sandbags) to transformative adaptation [11][12][13] Transformative Adaptation Strategies - Transformative adaptation involves creating different physical spaces that collect floodwaters while providing habitat and open space [13] - Resilient Mystic is a plan that uses passive recreation areas for floodwater storage, green stormwater infrastructure, and elevated critical infrastructure [16][17] - Community involvement is crucial in developing resilience plans, shifting from expert-driven solutions to collaborative approaches [18][19] Economic & Policy Implications - Investing in resilience yields a resilience dividend, with multiple cumulative benefits accruing to communities for every dollar invested [20] - Resilience and adaptation require political will, funding, and policy, emphasizing the importance of electing leaders who understand the benefits of resilience [22][23] - Sharing experiences with climate change and promoting transformative adaptation can foster collaboration for a more resilient future [24]
A Courage to Bring - Solo Drive, a Hero Within | Bharulata Kamble | TEDxIITRopar
TEDx Talks· 2025-12-03 16:36
Overcoming Adversity and Achieving Dreams - The speaker recounts a personal journey of recovery from severe post-traumatic stress disorder following a road traffic accident [1] - The journey involved overcoming fear, anxiety, and depression to fulfill a dream of driving from the United Kingdom to India [3][9] - The speaker drove solo through 32 countries in 57 days, covering 35,383 kilometers [4] Expedition Details and Challenges - The expedition included driving through nine mountain ranges, nine time zones, the Arctic Circle, and three major deserts [5] - The speaker acted as their own mechanic and doctor, performing car repairs and administering first aid in remote locations [6] - Pre-expedition preparations included cooking and freezing two months' worth of meals for the family [7] Inspiring Others and Personal Growth - The journey was described as a pilgrimage and a conversation with oneself, emphasizing personal exploration and growth [8][9] - The speaker highlights the importance of overcoming fear and taking journeys within oneself to inspire and motivate others [10] - The speaker emphasizes that anything is possible with determination and that individuals have the power to overcome their own challenges [9][10] Positive Interactions and Humanity - The speaker shares instances of kindness and help received from strangers along the way, highlighting the positive aspects of humanity [16][19] - Examples include a family in Kyistan offering a meal and a mechanic in China fixing a car suspension for free [16] - The speaker also mentions being treated favorably at the Russia-Latvia border due to being perceived as Indian [17][18][19]
Uncharted : From Battlefield to Big Screen | Major Rudrashish Majumder | TEDxRKGIT
TEDx Talks· 2025-12-03 16:36
फिफ्थ मार्च 1989 अ ग्रेट ह्यूमन बीइंग वाज़ बोर्न टैलेंटेड एंड गॉड गिफ्टेड कैन यू गेस मी आई वाज़ बोर्न। सो मेरा सबसे पहला जो प्लान था मेरे मम्मी पापा का टू रेज अ हेल्दी किड प्लान फेल्स। आई वास बोर्न वि एक्यूट अस्थमा। तो मेरे पापा जब मुझे डॉक्टर के पास ले गए तो सारे डॉक्टर्स ने एक ही चीज बोला कि इसे इन्हेलर दे दो। ही लिव फॉर द रेस्ट ऑफ ह लाइफ एंड नो प्रॉब्लम। नॉर्मल लाइफ ही होगा। कोई दिक्कत नहीं। तो मेरे पापा ने बोला ये तो नॉर्मल नहीं हो सकता। तो क्या करूं? ही वेटेड एंड टूक मी टू द बेस्ट चाइल्ड स्पेशलिस्ट ऑफ़ को ...
A Road to a New Beginning... | Rithwik S | TEDxTIPS Salem Youth
TEDx Talks· 2025-12-02 17:55
[music] You know that moment when you have a brilliant idea in the shower like I'm going to start a new business or I'll run a marathon today. But then just after 5 minutes you're like let me just start with breakfast. But what if we didn't talk ourselves out of those situations so fast.What if we actually tried. Happy morning everyone. I am Ritwick of grade 9.In 1945, two brothers JC Mahindra and KC Mahindra dreamed of creating an Indian company that could stand tall on the global stage. They started by as ...
Rising Every Time We Fall | Edwin Shen | TEDxScotch College Youth
TEDx Talks· 2025-12-02 17:22
Core Argument - The speech emphasizes that adversity is a universal human experience, and individuals have the power to choose how they respond to it [1] - It advocates for resilience and moving forward despite pain and challenges, rather than being defined or defeated by them [1] Five Steps to Defy Adversity - Accept and acknowledge the adversity, recognizing that only the individual can solve it [1] - Control the mind using cognitive behavioral therapy (CBT), with studies suggesting CBT can reduce depression and anxiety by up to 70% in young teens and adults [2] - Connect with others to combat isolation, as meaningful human connection boosts emotional wellbeing, reduces stress, and improves physical health [4][5][6] - Take small, steady steps towards goals, as consistent progress builds momentum and control [7][8][9] - Reflect on the reasons behind the adversity and use the experience to improve things for oneself and others [10][11] Psychological and Behavioral Insights - The speech references the "just world hypothesis," a cognitive bias that assumes people get what they deserve, but argues that this isn't true [1] - It highlights the importance of mental resilience over physical strength in overcoming adversity [3] - It notes that isolation intensifies negative feelings, while connection provides support and hope [4][5][6]
Ships and Storms: Looking Inwards to Weather Adversity | Connor Sullivan | TEDxScotch College Youth
TEDx Talks· 2025-12-02 17:22
Core Argument - The document advocates for introspection as a crucial tool for handling adversity, suggesting it's more effective to understand and process emotional responses than to avoid challenges [4][5] - It highlights the shift from suppressing emotions to sharing struggles, but warns against losing the essence of resilience by equating it with ignoring problems [7][8] - The document defines resilience as being aligned with introspection, involving analyzing emotions in a detached manner and digesting them [9][10] Practical Applications of Introspection - Understanding emotions allows for more productive responses, such as a rock climber managing anxiety by recognizing its evolutionary basis [11] - Self-reflection develops a deeper sense of identity, enabling individuals to trust themselves and understand their multifaceted nature, providing a fallback during hardships [12][13] - Introspection is most fruitfully realized with support from others, as illustrated by the anecdote about processing grief with the help of family [14][15][16][17] Methods for Cultivating Introspection - The document suggests incorporating practices like observing nature (trees), finding a personal rhythm (running), and minimizing distractions (using an alarm clock instead of a phone) to foster introspection [19][20][21][22][23][24] - It warns against the modern world's tendency to optimize every moment for productivity, urging individuals to embrace boredom as an opportunity for self-reflection [25] Historical Context and Illustration - The document references historical perspectives on handling adversity, such as the Roman ideal of suppressing fear, and contrasts it with modern approaches [6][7] - The Belgian Antarctic expedition serves as an example of neglecting internal factors (crew's well-being) while focusing on external mission, highlighting the importance of introspection [2][3][4][26][27][28]
Run Your Own Marathon : Discipline for Self, Empathy for Others | Ambuj kumar | TEDxDikshant School
TEDx Talks· 2025-12-02 16:07
[music] [music] Allow me to take you to Boston Marathon course. This you know Boston Marathon is 42.2% km. This part of Boston suburb is called Newton and this is known for series of hills and the last one is called Heartbreak Hill.This comes right around 33 34 kilometers. I was there April 2022. My legs felt like concrete.I think my heart rate must have been north of 170. Every part of my body wanted to give up. You know there's a saying among marathoners that you run first 30 kilometers with your leg, nex ...