├── .DS_Store ├── .env.example ├── .gitignore ├── .ipynb_checkpoints └── Untitled-checkpoint.ipynb ├── .vscode └── settings.json ├── Makefile ├── README.md ├── notebooks ├── .DS_Store ├── 1.0-Intro-ChatGPT-API-prompt-basics.ipynb ├── 1.1-chatgpt-api-structured-outputs-pydantic.ipynb ├── 1.2-intro-openai-function-calling.ipynb ├── 1.3-extraction-use-case.ipynb ├── 1.4-gpt4o-vision-capabilities.ipynb ├── 2.0-prompt-eng-techniques.ipynb ├── 3.0-fine-tuning-chatgpt-api.ipynb ├── 4.0-intro-to-langchain.ipynb ├── 4.1-qa-with-langchain.ipynb ├── 4.2-simple_rag_tutorial.ipynb ├── 5.0-quiz_generator_app.ipynb ├── 7.1-pydantic-pdf-extraction.ipynb ├── 7.2-langchain-pydantic-basics.ipynb ├── 8.0-pydantic-query-planner-and-app-developer-examples.ipynb ├── 9.0-intro-langsmith.ipynb ├── __pycache__ │ └── quiz_templates.cpython-311.pyc ├── assets-resources │ ├── .DS_Store │ ├── Drunk OWL_cover_image.png │ ├── Funky Penguin_cover_image (1).png │ ├── Funky Penguin_cover_image.png │ ├── Punk Elmo_cover_image.png │ ├── Reinventing-explanation.md │ ├── Reinventing-explanation.txt │ ├── agent_loop.svg │ ├── attention-architecture.png │ ├── attention-paper.pdf │ ├── backend_llm_app.png │ ├── bear.png │ ├── cat.png │ ├── chatgpt-demo.png │ ├── chunk-size-report.md │ ├── components_input_output.png │ ├── embeddings-similarity.png │ ├── embeddings-similarity2.png │ ├── embeddings.png │ ├── extracted_ticket_issues.csv │ ├── fine-tune-response-planning.png │ ├── fine-tuning-slides │ │ ├── fine-tuning-slides.001.jpeg │ │ ├── fine-tuning-slides.002.jpeg │ │ ├── fine-tuning-slides.003.jpeg │ │ ├── fine-tuning-slides.004.jpeg │ │ ├── fine-tuning-slides.005.jpeg │ │ ├── fine-tuning-slides.006.jpeg │ │ ├── fine-tuning-slides.007.jpeg │ │ ├── fine-tuning-slides.008.jpeg │ │ ├── fine-tuning-slides.009.jpeg │ │ ├── fine-tuning-slides.010.jpeg │ │ ├── fine-tuning-slides.011.jpeg │ │ ├── fine-tuning-slides.012.jpeg │ │ ├── fine-tuning-slides.013.jpeg │ │ ├── fine-tuning-slides.014.jpeg │ │ ├── fine-tuning-slides.015.jpeg │ │ ├── fine-tuning-slides.016.jpeg │ │ ├── fine-tuning-slides.017.jpeg │ │ ├── fine-tuning-slides.018.jpeg │ │ ├── fine-tuning-slides.019.jpeg │ │ ├── fine-tuning-slides.020.jpeg │ │ ├── fine-tuning-slides.021.jpeg │ │ ├── fine-tuning-slides.022.jpeg │ │ ├── fine-tuning-slides.023.jpeg │ │ ├── fine-tuning-slides.024.jpeg │ │ ├── fine-tuning-slides.025.jpeg │ │ └── fine-tuning-slides.026.jpeg │ ├── fine_tune_model.png │ ├── frontend_backend.png │ ├── frontend_llm_app.png │ ├── google-icon.png │ ├── google-translate.png │ ├── images │ │ ├── 2023-07-17-12-48-28.png │ │ ├── 2023-07-17-12-55-18.png │ │ ├── 2023-07-17-12-55-35.png │ │ ├── 2023-07-17-12-59-36.png │ │ ├── 2023-07-17-13-00-49.png │ │ ├── 2023-07-21-15-55-05.png │ │ ├── 2023-07-24-10-52-10.png │ │ ├── 2023-07-28-18-38-27.png │ │ ├── 2023-07-30-19-29-27.png │ │ ├── 2023-07-30-19-32-13.png │ │ ├── 2023-07-30-19-34-48.png │ │ ├── 2023-08-17-14-48-39.png │ │ ├── ChatGPT-statistical-model.jpg │ │ ├── ChatGPT-statistical-model.png │ │ ├── Notebook_4-dynamic_prompt.png │ │ ├── Notebook_4-prompt_chaining.png │ │ ├── ToT_framework.png │ │ ├── backend_llm_app1.png │ │ ├── backend_llm_app2.png │ │ ├── bear.png │ │ ├── bigram-transition-probs.png │ │ ├── cat.png │ │ ├── embeddings.png │ │ ├── embeddings2.png │ │ ├── frontend_backend.png │ │ ├── frontend_llm_app.png │ │ ├── owl.png │ │ ├── prob_distribution_over_next_words.png │ │ ├── prompt_ai.png │ │ ├── sheep.png │ │ └── transition_probs.png │ ├── langchain-icon.svg │ ├── lcel-image.png │ ├── llm_paper_know_dont_know.pdf │ ├── llm_paper_know_dont_know.pkl │ ├── llm_predicts_pancakes.png │ ├── loading.gif │ ├── neural_net.png │ ├── notes.txt │ ├── openai-function-calling-diagram.png │ ├── owl-customer-support.png │ ├── owl.png │ ├── pancakes-delicious.jpg │ ├── panda-letters-app-demo.png │ ├── panda_letter.png │ ├── prompt-basics │ │ ├── prompt-basics.001.jpeg │ │ ├── prompt-basics.002.jpeg │ │ ├── prompt-basics.003.jpeg │ │ ├── prompt-basics.004.jpeg │ │ ├── prompt-basics.005.jpeg │ │ ├── prompt-basics.006.jpeg │ │ ├── prompt-basics.007.jpeg │ │ └── prompt-basics.008.jpeg │ ├── prompt-constrains-space.png │ ├── prompt-strategy-2.png │ ├── prompt-strategy3.png │ ├── prompt-strategy4.png │ ├── prompt-strategy5.png │ ├── prompt-strategy6.png │ ├── prompt_engineering_results.csv │ ├── prompt_engineering_results2.csv │ ├── rag-docs.png │ ├── rag-langchain-retrieval.png │ ├── rag-langchain.png │ ├── sheep.png │ ├── shoes_product_page_raw.txt │ ├── summary.txt │ ├── superheroes.csv │ ├── transformer-process.png │ ├── transformers-architecture.png │ ├── unigram.jpg │ ├── vectordb.png │ └── what-is-langchain.png ├── customer-tickets │ ├── ticket1.txt │ ├── ticket2.txt │ ├── ticket3.txt │ ├── ticket4.txt │ └── ticket5.txt ├── dataset.jsonl ├── docs │ ├── james.txt │ ├── maria.txt │ ├── robert.txt │ ├── sofia.txt │ └── tom.txt ├── example-notes-files │ ├── note1.txt │ ├── note2.txt │ └── paper-pancakes.pdf ├── extra-notebooks │ ├── 2.0-applying-prompt-engineering-strategies.ipynb │ ├── 2.1-prompt-engineering-guide.ipynb │ ├── 2.4-prompt-engineering-techniques-knowledge-generation.ipynb │ ├── 4.2-quiz-pdf-demo2.ipynb │ ├── 4.2-quiz-pdf1.ipynb │ ├── 4.3-langchain-deploy-recipe-walkthrough.ipynb │ ├── 4.4-langchain-adept-demo.ipynb │ ├── 7.0-prompts-as-composable-primitives.ipynb │ └── quiz-app-new.py ├── intro-to-langchain-live-demo.ipynb └── semantic-search-demo.ipynb ├── presentation-slides ├── .DS_Store ├── chatgpt-api-presentation.pdf ├── presentation-final-llm-apps.pdf └── presentation.html ├── requirements ├── requirements.in └── requirements.txt └── scripts ├── demo-app-panda-letters.py ├── demo-app-qa.py ├── demo-app-translation.py ├── demo-apps.py ├── demo-langchain-basics.ipynb ├── demo-quiz-app.py ├── demo-summarization-app.py ├── extract_product_info_to_table.py ├── intro_openai_api.py ├── langchain-deploy.py ├── notes_summarizer_app.py ├── prompt_constrain_space_visualization.py 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