Field notes on RAG, agents, and production AI. Real-world implementations and clear thinking.
Master advanced RAG techniques with the best RAG frameworks in 2025. Learn how LangChain, LlamaIndex, and LangGraph power custom AI solutions with hybrid search, self-correction, and agentic workflows. Complete implementation guide.
Master ColPali for vision-based RAG that searches PDFs as images. Learn how to build multimodal document retrieval systems using ColPali, LangChain, and Qdrant. The best framework for image-to-text search and custom AI solutions in 2025.
Master weight-based hybrid RAG for optimized multi-source retrieval. Learn how to combine dense embeddings, BM25, and reranking using LangChain and LlamaIndex. Build custom AI solutions with the best RAG frameworks in 2025.
Learn how to build self-correcting RAG systems using LangGraph and LangChain. This guide covers reflection patterns, agentic workflows, and the best RAG frameworks for building custom AI solutions that improve their own responses.
Master Reciprocal Rank Fusion (RRF) for hybrid search RAG systems. Learn how to combine semantic and keyword search using LangChain, LlamaIndex, and Pinecone. The best RAG framework technique for custom AI solutions in 2025.
Learn how to build powerful multimodal RAG systems using CLIP, Pinecone, and LangChain. This complete guide covers image-text search, video search AI, custom AI solutions, and the best RAG frameworks for multimodal retrieval in 2025.
