Daethyra/Build-RAGAI — reverse-engineered prompt

Build me an interactive Python learning repo that teaches someone how to build custom AI agents with LangChain, mainly using DeepSeek. I want it to feel like a set of guided Jupyter notebooks plus reusable code snippets that I can copy into my own projects.

The main notebook should walk a beginner through making an agent with memory, tools, weather lookup, web search, and a calculator. Also include practical RAG examples where the user can load documents or web content, create embeddings, search them, and ask questions over the results.

Please keep older OpenAI and Transformers examples in their own areas and clearly label them as legacy, but don’t delete them. Include examples for things like text to speech, speech transcription, local Hugging Face style demos, and simple chatbots if they fit.

Make the setup easy, add clear README instructions, and include enough comments so a lightly technical person can run the notebooks and understand what’s happening. Look up current docs online if needed.