├── .gitignore ├── .pre-commit-config.yaml ├── .python-version ├── .vscode └── settings.json ├── 01.python-essentials-for-ai.ipynb ├── 02.exploratory-data-analysis.ipynb ├── 02.real-world-pytorch.ipynb ├── 03.model-development.ipynb ├── 04.model-evaluation-techniques.ipynb ├── 05.llms-101.ipynb ├── 06.build-rag.ipynb ├── 07.advanced-rag-with-llama-3-in-langchain.ipynb ├── 08.llm-fine-tuning.ipynb ├── 09.deploy-llm.ipynb ├── 10.agents.ipynb ├── 11.agents-with-llama-3.ipynb ├── 12.llm-evaluation.ipynb ├── 13.llm-output-format.ipynb ├── 14.sql-agents-with-llama3-crewai.ipynb ├── 15.fine-tuning-llama-3-llm-for-rag.ipynb ├── 16.llm-function-calling.ipynb ├── 17.rag-from-scratch.ipynb ├── 18.langgraph-basics.ipynb ├── 19.langgraph-crypto-agents.ipynb ├── 20.scraping-with-llm.ipynb ├── 21.langgraph-social-media-agents.ipynb ├── 22.llama-3-2-fine-tuning-with-torchtune.ipynb ├── 23.quantize-your-llm-for-llama-cpp.ipynb ├── 24.agents-with-pydantic-ai.ipynb ├── 25.financial-data-extraction-with-deepseek-r1.ipynb ├── 26.multiple-llm-providers-with-litellm.ipynb ├── 27.langchain-foundations.ipynb ├── 28.ollama-quickstart.ipynb ├── 29.langgraph-quickstart.ipynb ├── FLUX-1-Kontext-Dev.ipynb ├── LICENSE ├── README.md ├── apple-diffu-coder-7b.ipynb ├── deepseek-r1.ipynb ├── deepseek-v3.ipynb ├── flux-1-dev.ipynb ├── gemini-2-flash-thinking.ipynb ├── gemma-3.ipynb ├── gemma-3n.ipynb ├── gpt-4o.ipynb ├── gpt-oss-20b.ipynb ├── internlm3-8b.ipynb ├── llama-3-2.ipynb ├── llama-3-3.ipynb ├── llama-3.ipynb ├── llama-4.ipynb ├── medgemma-27b.ipynb ├── nanonets-ocr-s.ipynb ├── ocrflux-3b.ipynb ├── outetts-03-1b.ipynb ├── phi-4.ipynb ├── qwen-2-5.ipynb ├── rag-contextual-retrieval.ipynb └── ruff.toml /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/curiousily/AI-Bootcamp/HEAD/.gitignore -------------------------------------------------------------------------------- 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