The 3 Stages of RAG Every AI Engineer Gets Wrong скачать в хорошем качестве

The 3 Stages of RAG Every AI Engineer Gets Wrong

When built my first RAG (Retrieval Augmented Generation) pipeline it failed spectacularly. Here's what I learned about the three stages of RAG—"Naive RAG" and "Advanced RAG" ⏱️ TIMESTAMPS: ================== 0:30 Why basic vector databases aren't enough 1:03 The hidden failure modes destroying your LLM's accuracy: Naive RAG 2:58 Three advanced techniques that actually work in production: Advanced RAG 5:29 How to measure success with the RAG Triad 6:55 LLM RAG Evaluation 7:55 When to use RAG vs Fine-Tuning Whether you're building toy apps or enterprise AI, understanding the evolution from Naive → Advanced → Modular RAG will save you months of debugging. 🔗 Full RAG survey paper https://arxiv.org/abs/2312.10997 🔗Download the infographic: https://www.thecloudgirl.dev/advancedrag 👩‍💻 Learn by doing: https://datacamp.pxf.io/ra6YBd 📚 Best resource to crack coding interview: http://bit.ly/3TQpam9 🔥 My favorite Cloud, Data and AI Courses: Sign up now here http://bit.ly/3TfXQgX 👩‍💻 Interested in my personalized coaching/mentorship program: https://topmate.io/pvergadia 👩‍💻 Learn to Code quickly: https://scrimba.com/fullstack-path-c0... #RAG #LLM #AI #aiengineer 🎥 What I use my video recording: DJI mic: https://amzn.to/4l6eX0E DJI Osmo Pocket 3: https://amzn.to/4nhemKa LightBoard: https://amzn.to/4kfbCLS Erasable Fluorescent Markers: https://amzn.to/40kNvE5 📌 Save this video to reference throughout your AI learning journey 👍 Like if this roadmap helped clarify your path 🔔 Subscribe for more career transformation content 💬 Comment your biggest AI learning challenge below Join our growing community of future-focused professionals! Subscribe for more deep dives into technology, cloud computing, and AI! @pvergadia Connect With Me: ✅ For collaborations reach out to my team at [email protected] 📧 Sign up for my newsletter on my website - https://thecloudgirl.dev/ 💼 Follow me on LinkedIn - www.linkedin.com/in/pvergadia 🐦 Follow me on Twitter - https://x.com/pvergadia ✅ Follow me on Instagram - / pvergadia