├── .gitignore ├── README.md └── code-examples ├── LLM-Applications ├── Basic-RAG │ ├── api.py │ ├── indexing │ │ ├── data_indexing.py │ │ ├── data_loading.py │ │ └── data_transform.py │ ├── indexing_pipeline.py │ ├── retrieval │ │ └── conversation_qa.py │ └── test_code.ipynb ├── FastAPI-RAG-LangGraph │ ├── README.md │ ├── backend │ │ └── app │ │ │ ├── chat │ │ │ ├── api.py │ │ │ ├── chat_agent │ │ │ │ ├── agent.py │ │ │ │ ├── nodes │ │ │ │ │ ├── fallback.py │ │ │ │ │ ├── generation_evaluator.py │ │ │ │ │ ├── generator.py │ │ │ │ │ ├── intent_router.py │ │ │ │ │ ├── retriever.py │ │ │ │ │ └── simple_assistant.py │ │ │ │ └── state.py │ │ │ ├── cruds.py │ │ │ ├── models.py │ │ │ └── schemas.py │ │ │ ├── core │ │ │ └── db.py │ │ │ ├── indexing │ │ │ ├── api.py │ │ │ ├── indexer.py │ │ │ ├── parsed_website.csv │ │ │ └── schemas.py │ │ │ ├── main.py │ │ │ └── openai_connect.py │ ├── frontend │ │ ├── chat.py │ │ └── main.py │ ├── pyproject.toml │ └── uv.lock ├── GraphRAG │ ├── book │ │ └── pride-and-prejudice.txt │ ├── data_models.py │ ├── generation.py │ ├── indexing │ │ ├── communities.py │ │ ├── data_indexing.py │ │ ├── graph_extraction.py │ │ ├── graph_resolving.py │ │ └── text_splitter.py │ └── indexing_pipeline.py ├── LATS-with-Burr │ ├── chains.py │ ├── graph.py │ ├── nodes.py │ ├── prompts.py │ ├── reflection.py │ ├── test_code.ipynb │ ├── tools.py │ └── tree.py ├── LATS-with-LangGraph │ ├── chains.py │ ├── graph.py │ ├── nodes.py │ ├── prompts.py │ ├── reflection.py │ ├── test_code.ipynb │ ├── tools.py │ └── tree.py ├── RAG-with-LangGraph │ ├── chains.py │ ├── data_index.py │ ├── graph.py │ ├── langgraph-rag.ipynb │ ├── nodes.py │ ├── prompts.py │ └── websearch.py └── RAG_application │ ├── Backend │ ├── Dockerfile │ ├── README.md │ ├── app │ │ ├── __init__.py │ │ ├── callbacks.py │ │ ├── chains.py │ │ ├── crud.py │ │ ├── data_indexing.py │ │ ├── database.py │ │ ├── main.py │ │ ├── models.py │ │ ├── prompts.py │ │ └── schemas.py │ └── requirements.txt │ ├── Frontend │ ├── README.md │ ├── app.py │ ├── pages │ │ ├── page_base.py │ │ └── rag_page.py │ └── requirements.txt │ └── README.md └── LLMs ├── Basic-Transformer-Architecture ├── README.md ├── components.py ├── test_code.py └── transformer.py ├── Deploying-with-vLLM-basic ├── client.py ├── demo.ipynb └── deploy.sh ├── Distributed_training ├── README.md └── src │ ├── data_connector.py │ ├── data_processing.py │ ├── model.py │ ├── requirements.txt │ ├── training.py │ └── training_application.py ├── Finetuning-LoRA-QLoRA └── finetuning.ipynb └── Training-LLMS └── training.ipynb /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/damienbenveniste/The-AiEdge-Code-Examples/HEAD/.gitignore -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 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