Collection of notebooks, data sets used in Generative AI workshop
List of handson topics
- Tokenization.ipynb: let's understand the world of tokens in LLMs
- Let's_talk_Embeddings.ipynb: Full fledged notebooks to appreciate embeddings from scratch
- Reimagine_ML_Problems_with_LLMs.ipynb: Solve traditional ML problems using Gen AI
- Prompt_Engineering_with_Langchain.ipynb: Simple to Advanced Prompt Engineering techniques using LangChain and OpenAI models
- RAG_A_Complete_Guide.ipynb: Learn how to build a RAG system to Talk2YouData from the scratch.