How can you programmatically extract structured, verifiable insights from unstructured text like clinical notes, legal documents, or even classic literature? Today, we're excited to introduce LangExtract, a new open-source Python library designed to do just that. Read the full announcement on the blog by Akshay Goel, M.D. and Atilla K.: https://goo.gle/3J90UcE Powered by our Gemini models, LangExtract empowers developers to process large volumes of text into structured information with full traceability back to the source. Key capabilities include: 🔹 Precise Source Grounding: Every extracted piece of information is mapped back to its exact location in the source text for easy verification. 🔹 Reliable Structured Outputs: Enforce a consistent schema for your data using few-shot examples and the power of Controlled Generation in Gemini. 🔹 Optimized for Long-Context: Efficiently process large documents using an intelligent chunking strategy and parallel processing. 🔹 Interactive Visualization: Go from raw text to an interactive HTML file in minutes to review and share your results. LangExtract is flexible across domains and supports various LLM backends, including the Gemini family and open-source models. Dive into the documentation, explore the examples, and start transforming your unstructured data today. GitHub Repository: https://lnkd.in/guW4npHp Try the Interactive Demo: Structure a radiology report yourself using our RadExtract demo on Hugging Face: https://lnkd.in/gCt9wagv #Google #LangExtract #OpenSource #Python #DeveloperTools #AI #MachineLearning #LLM #Gemini #InformationExtraction #NLP #DataScience
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Don’t miss this episode of Release Notes. Google DeepMind CEO Demis Hassabis sits down with Logan Kilpatrick to discuss the pace of AI development, Game Arena with Kaggle for better model evaluation, and building a world model like Genie 3. Watch it here: https://goo.gle/45KI18R
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Google for Developers reposted this
📍 The shortlist is here. It's time to vote! See the top innovations built on Google Maps Platform by devs and companies shaping the future. Vote for your favorites and help them win big → https://lnkd.in/eynjPmdi
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🤯 The ADK Hackathon brought out some seriously impressive multi-agent AI systems. Developers tackled complex challenges and came up with innovative solutions. Big congratulations to the winners 👇 🏆 Grand Prize: SalesShortcut 🌎 Regional Winners: Energy Agent AI, Edu. AI, GreenOps, Nexora-AI 🏅 Honorable Mentions: Particle Physics Agent, TradeSage AI, Bleach Curious what you can create next? The #GKETurns10 hackathon is live. Start building → gketurns10.devpost.com Congratulations! Sergazy Nurbavliyev, Ph.D., Merdan Durdyyev, David Babu, Aishwarya Nathani, Nikhil Mankani, Matthias M., Luca Bozzetti, Jonas Hörter, Markus Huber, Suds Kumar
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Meet Gemini CLI GitHub Actions ✨ Now in beta and free to use, this AI coding teammate can handle routine tasks, review pull requests, write tests, and much more. Whether you need an autonomous agent or an on-demand collaborator, it is built to speed up your workflow. Learn more → https://goo.gle/4lsFo09 Try it out → https://goo.gle/41CJ3kI
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Natural language AI is reshaping the way machines help us solve problems, from code generation to business insights. Curious how Transformers power these breakthroughs? Explore the fundamentals with this Machine Learning Crash Course → https://lnkd.in/eq4y2m5U
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Design, build, test, and debug your apps with Android Studio → https://goo.gle/4mcHceP Accelerate your productivity when building Android apps with Gemini, now integrated into this IDE.