Certification in Building and Deploying RAG LLM Pipelines with LangChain

RAG with LangChain: Build an LLM Pipeline in 2 Hours (Video Course) is a focused certification that takes you from idea to a production-ready retrieval-augmented generation system. You'll master the essentials,ingestion, chunking, embeddings, retrieval, Chroma/FAISS, prompts, and evaluation,so you ship clean LangChain code faster, make better decisions with citations, and stay competitive in a fast-moving field. Enroll today to get a practical toolkit you can apply the same day and build with confidence in under two hours.

This certification covers the following topics:

• RAG architecture: ingestion pipeline and retrieval/generation pipeline
• Document ingestion: loaders, cleaning, normalization, and metadata tagging
• Chunking strategies and windowing for higher-quality recall
• Embedding model selection and configuration
• Vector stores in practice: Chroma vs FAISS, indexing, filtering, and updates
• Prompt design that reduces hallucinations, with citations and confidence scores
• Advanced retrieval techniques: hybrid search, reranking, and query expansion
• Clean, modular LangChain code structure and components
• Evaluation and monitoring: quality checks, regression tests, and guardrails
• Scaling, performance tuning, and cost optimization
• Security, privacy, and access control for RAG systems
• From prototype to production: deployment patterns and common pitfalls