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| The project structure is below. | |
| GenAI-Toolkit/ | |
| ├── src/ | |
| │ ├── features/ | |
| │ │ ├── translation.py # LangChain PromptTemplate | |
| │ │ ├── summarization.py # LangChain MapReduceChain | |
| │ │ ├── chat.py # LangGraph conversation graph | |
| │ │ ├── pdf_qa.py # LangChain RAG + LangGraph agent | |
| │ │ ├── email_writer.py # LangChain PromptTemplate | |
| │ │ └── keyword_extraction.py # LangChain structured output | |
| │ ├── graphs/ | |
| │ │ ├── chat_graph.py # LangGraph chat workflow | |
| │ │ └── pdf_agent.py # LangGraph PDF Q&A agent | |
| │ ├── utils/ | |
| │ │ ├── llm.py # OpenAI client setup | |
| │ │ └── vector_store.py # FAISS setup | |
| │ └── app.py # Gradio UI | |
| ├── data/ | |
| ├── artifacts/ | |
| ├── scripts/ | |
| │ └── download_datasets.py | |
| ├── .env | |
| ├── requirements.txt | |
| ├── Dockerfile | |
| └── README.md |