Building Advanced Search, Retrieval, and Recommendation Systems with LLMs

Episode notes

Discover how embeddings power modern search and recommendation systems with LLMs, using case studies from the LLMOps Database. From RAG systems to personalized recommendations, learn key strategies and best practices for building intelligent applications that truly understand user intent and deliver relevant results. Please read the full blog post here and the associated LLMOps database entries here .

• Production LLM Security: Real-world Strategies from Industry Leaders 🔐45 / 100
• Optimizing LLM Performance and Cost for LLMs in Production
• The Evaluation Playbook: Making LLMs Production-Ready 🧪📈
• Prompt Engineering & Management in Production: Practical Lessons from the LLMOps Database
• LLM Agents in Production: Architectures, Challenges, and Best Practices