[Music] I'm going to go over today graph rag particularly dealing with multiple data sources. Uh so both unstructured and structured data sources and kind of why you would want to ever do that in the first place even. So I prepared uh some notebooks here.I was going to make slides, but then I thought it would just be easier to walk through some of what this looks like in practice. Um, so there's a link here, and I can share it with you at the booth later, um, if you have follow-up questions. But basically, ...

Welcome everyone. Uh my name is Mason Edgar. I work at Temporal and today we're going to talk about uh events are the wrong abstraction for your AI agents.So uh who here raise of hands recognizes what this diagram is out of curiosity. Okay. So this is a map of our solar system um in a geocentric projection. Uh this is where we have earth as the center of our solar system and this is how celestial objects move around the earth.And this was used to kind of calculate uh celestial trajectories prior to like the ...

[Music] Thank you everyone for coming here. I hope you're uh excited to figure out with me what enterprise ready MCP means. Uh I'm not sure a month ago people even fully understood what MCP meant.Um so we're all on this journey together. Um, but hopefully it should be fun. So, I was chatting to a good friend and colleague who is is giving a talk tomorrow on building MCP servers and what it looks like to build that out.And his question was, how do the tools of today map to the AI systems of tomorrow. We alre ...

long sleeves and the collars. Stay stiff all day. Get 20% off using code TV at collars and co.com. >> Tech stocks are still ripping higher today. Nvidia, Microsoft, Broadcom.These are all fresh record highs. But Deirdre Bosa has a new deep dive on an overlooked problem with the latest wave of AI models, which has powered much of the recent rally. Deirdre what can you tell us.So Kelly the next frontier in AI. It's not just chatting or summarizing, it's reasoning. And that means thinking through problems, mak ...

Our latest LangChain Academy course – Building Ambient Agents with LangGraph – is now available! Most agents today handle one request at a time through chat interfaces. But as models have improved, agents can now run in the background – and take on long-running, complex tasks. LangGraph is built for these “ambient agents,” with support for human-in-the-loop workflows and memory. LangGraph Platform provides the infrastructure to run these agents at scale, and LangSmith helps you observe, evaluate, and improv ...

Links:- ML for Beginners: https://t.co/4BjD3ePOET- AI for Beginners: https://t.co/RMGBL5sRfe- NN Zero to Hero: https://t.co/BGKZvCTGeN- Paper implementations: https://t.co/SN0DH2BLQq- Made with ML: https://t.co/2xrM6s50X0- Hands-on LLMs: https://t.co/KTZUVbsAFY- Advanced RAG techniques: https://t.co/3n1fgpc72t- Agents for Beginners: https://t.co/O52uS8quyh- Agents towards production: https://t.co/3n1fgpc72t- AI Engg. Hub: https://t.co/b2WVNQqcBANote: This roadmap moves toward LLMs, NLP, and AI agents after ...

导读： 镁伽科技2025年6月25日向港交所递交招股书，公司2024年营收9.30亿元，复合年增长率43%， 服务超880家企业，覆盖安捷伦科技、药明康德等行业龙头。 特别提示 微信机制调整，点击顶部"仪器信息网" → 右上方"…" → 设为 ★ 星标，否则很可能无法看到我 们的推送。 镁伽科技有限公司（下称"镁伽科技"）于2025年6月25日正式向港交所主板递交招股书，摩 根士丹利、华泰国际、德意志银行及建银国际担任联席保荐人。 据招股书披露，镁伽科技是中国机器人技术应用领域颇具竞争力的自主智能体供应商，核心聚 焦智慧实验室与智能制造两大场景，通过技术创新提升企业生产力并推动产业变革。公司凭借 在机器人自动化与AI领域的专有技术，打造多功能自主智能体解决方案，助力企业实现智能化 转型。 灼识咨询数据显示，全球自主智能体机器人技术市场规模增长迅速，从2020年的约318亿元 以37.7%的复合年增长率增至2024年的约1143亿元，预计2030年将以22.4%的复合年增长 率进一步扩大至约3837亿元。随着各行业智能化转型加速，智慧实验室与智能制造等场景的 自主智能体应用仍处于发展初期，传统系统向AI时代升级 ...

Finally! You can reliably test AI Agents without humans:- One Agent asks questions.- The Agent being tested responds.- Another Agent Judges.Here’s a complete breakdown (with code): https://t.co/wDm2a4zN0bAvi Chawla (@_avichawla):How Agents test Agents, clearly explained (with code): ...

Data cybersecurity company Rubrik announced Wednesday its intent to acquire Predibase. Predibase is a venture-backed startup that helps companies train and fine-tune open source AI models to customize them to their needs. Rubrik is the latest company to make an acquisition with the goal of boosting enterprise AI agent adoption. Terms of the deal were not disclosed, though CNBC reported that the deal was between $100 million and $500 million, a sizable range. Rubrik declined to comment on the deal size. Pr ...

If you found it insightful, reshare it with your network.Find me → @_avichawlaEvery day, I share tutorials and insights on DS, ML, LLMs, and RAGs.Avi Chawla (@_avichawla):How Agents test Agents, clearly explained (with code): ...