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Integrating AI Models Locally with Next.js ft. Jesus Padron
Jesus Padron from the This Dot team shows you how to integrate AI models into a Next.js application. Jesus walks through the process of running Meta's Llama 3.1 model locally, leveraging OpenAI's Whisper for speech-to-text conversion, and using OpenAI's TTS model for text-to-speech conversion. By the end of the episode, listeners will know how to create an AI voice assistant that processes voice input, understands the content, and responds audibly. Chapters: 1. Introduction to the Episode (00:00:03) 2. Overview of Llama 3.1 and Setup (00:02:14) 3. Setting Up the Next.js Application (00:04:40) 4. Recording Audio with MediaRecorder API (00:11:37) 5. Integrating OpenAI's Whisper for Speech-to-Text (00:36:46) 6. Generating Responses with Llama 3.1 (00:48:24) 7. Implementing Text-to-Speech with OpenAI's TTS (01:03:26) 8. Final Testing and Demonstration (01:06:37) 9. Summary and Next Steps (01:09:01) 10. Closing Remarks (01:14:19) Follow Jesus on Social Media Twitter: https://x.com/padron4497 Github: https://github.com/padron4497...
Sep 3, 2024
1 min
Docker: The Secret Weapon for Cloud Efficiency with Kyle Tryon
Rob Ocel, Tracy Lee, Adam Rackis, and Danny Thompson sit down with Kyle Tryon, Senior Developer Advocate at Depot, to talk all things Docker, dev containers, and modern build systems. They break down how Docker simplifies development by solving those "it works on my machine" problems, how cloud-based caching speeds up builds, and why tools like Kubernetes are becoming essential for scaling modern apps. Kyle also shares his journey from fixing laptops in retail to becoming a leading voice in the dev space, plus some great insights into how Docker and Depot are changing the game for developers everywhere. Chapters 1: Introductions (00:00 – 02:40) 2: What is Docker and Why It Matters (02:41 – 06:30) 3: Docker Files and Containers 101 (06:31 – 11:00) 4: Challenges of Environment Setup & Dev Containers (11:01 – 15:00) 5: The Power of Layer Caching in Docker (15:01 – 20:30) 6: Introduction to Depot and Cloud-Based Builds (20:31 – 25:00) 7: Optimizing Docker Builds with Depot (25:01 – 30:00) 8: Docker in the Modern Web Stack (30:01 – 35:00) 9: The Future of Cloud Builds and CI/CD Pipelines (35:01 – 40:00) 10: Final Thoughts and Where to Find More (40:01 – End) Follow Kyle Tryon on Social Media Twitter: https://x.com/TechSquidTV Linkedin: https://www.linkedin.com/in/kyle-tryon/ Github: https://github.com/techsquidtv Sponsored by This Dot: thisdot.co...
Sep 17, 2024
1 min