RAG Applications: Build AI with Your Own Data

Vector Databases

Pinecone, Weaviate, Chroma, and pgvector compared.

Implementation

Step-by-step RAG pipeline with LangChain and your choice of LLM.

Best Practices

Chunking strategies, embedding models, and reranking for accuracy.

Why This Matters

RAG Applications: Build AI with Your Own Data reflects a broader shift in how artificial intelligence is integrated into everyday workflows. As AI models become more capable, understanding the tools and techniques covered here is