Guidance: Towards Controlling the Output of Large Language Models

Watch my colleague Harsha Nori present on the open-source research project Guidance! Originating at Microsoft, Guidance is a programming paradigm that offers superior control and efficiency compared to conventional prompting and chaining of large language models. It allows users to constrain generation (e.g. with regex) as well as to interleave control (conditional, loops) and generation seamlessly. Try it yourself with the Github repo: https://github.com/guidance-ai/guidance And for more details on Guidance check out the session at Microsoft's 2024 Build Conference: https://build.microsoft.com/en-US/sessions/61a0be16-46d8-4745-b3ce-2f9f5f198837?source=sessions The Pals of Autonomous Agents is an AI community dedicated to exploring the boundary of building autonomous agents. If you are building an AI agent and would like to collaborate, please reach out and leave a comment below! And follow me here and on other platforms so you’ll never miss out on my updates! 💌 Sign up for my free AI newsletter Chaos Theory: https://alexchao.substack.com/subscribe 🐦 Follow me on Twitter https://twitter.com/alexchaomander 📷 And Instagram! https://www.instagram.com/alexchaomander/ 🎥 And TikTok! https://www.tiktok.com/@alexchaomander 👥 Connect with me on LinkedIn https://www.linkedin.com/in/alexchao56/