Notebooks for Amadeus Coding Dojo sessions on Azure OpenAI, Langchain, Retrieval Augmented Generation, Prompt Engineering, Prompt injection etc.
The prompt engineering part is not covered in the notebooks. Please refer to the recording and the slides.
| Azure OpenAI API |  |
| Langchain: intro, prompts and output parsers | |
| ReAct: Make GPT reason and use external tools | |
| Naive RAG | |
| Advanced RAG with Reranking | |
| Advanced RAG with LOTR (MergerRetriever) | |
| RAG with Azure AI Search | |
| NER for PII identification in a prompt | |
| Toxity classification with distilbert | |
| Private Question Answering Chain with Langchain | |
| PII identification and toxity classification with langchain | |
| Jailbreak detection with SmoothLLM | |