🔗
OpenAI API & LangChain
API setup, GPT cost comparison, LangChain chains, document loaders
12345678
OpenAI API Setup & Key Management
beginner~18minCreating API keys, environment variables, quota, billing management
GPT-3.5 vs GPT-4 vs GPT-4o Cost Comparison
intermediate~28minToken pricing, when cost matters, model selection strategy
LangChain Architecture: Why and What
intermediate~28minChains, agents, tools, memory — the abstraction layer explained
Document Loaders: PyPDFLoader & Others
intermediate~28minLoading PDFs, text files, web pages — LangChain document loaders
Text Splitters: RecursiveCharacterTextSplitter
intermediate~28minchunk_size, chunk_overlap, why recursive, keeping paragraphs together
Conversational Retrieval Chain — Deep Dive
advanced~35minLLM + retriever + memory, return_source_documents, verbose mode
LangChain Practical: PDF Q&A Bot from Scratch
advanced~35minEnd-to-end: load → split → embed → store → retrieve → answer
Comparing LLM Responses Across Sessions
intermediate~28minWhy same question gets different answers, randomness, temperature effect