# Chapter 5 - Building a Chatbot Like ChatGPT


| Section	| File | Colab	 | Kaggle	| Gradient |
|-----------|--------|--------|-----------|----------|
| Embeddings | [notebook](embeddings.ipynb)  |        | | |
| Memory | [notebook](memory.ipynb)     |        | | |
| Moderation | [notebook](moderation.ipynb)     |        |   |   |
| Retrievers | [notebook](retrievers.ipynb)     |       |   |   |
| Summarization | [notebook](pdf_summary.ipynb)     |       |   |   |
| Summarization of pdfs |  [directory](summarize)   |   x     | x | x |
| Chat with retrieval project |  [directory](chat_with_retrieval)   |  x      | x | x |
| Map reduce with RAG | [python script](rag_map_reduce.py)     |       |   |   |

