LLM Course – Build a Semantic Book Recommender (Python, OpenAI, LangChain, Gradio).md

https://www.youtube.com/watch?v=Q7mS1VHm3Yw

https://github.com/t-redactyl/llm-semantic-book-recommender/tree/main

Kaggle datasets: https://kaggle.com/datasets 7K books dataset by Dylan Castillo: https://kaggle.com/datasets/dylanjcas... Hugging Face free NLP course: https://huggingface.co/learn/nlp-cour... Explanation of transformer encoder-decoder models (from Hugging Face NLP course): https://huggingface.co/learn/nlp-cour... Explanation of transformer decoder-only models (from Hugging Face NLP course): https://huggingface.co/learn/nlp-cour... Explanation of transformer encoder-only models (from Hugging Face NLP course): https://huggingface.co/learn/nlp-cour... Hugging Face Hub models page: https://huggingface.co/models OpenAI models: https://platform.openai.com/docs/models Explanation of vector index (from Weaviate): https://weaviate.io/developers/weavia... LangChain Python docs: https://python.langchain.com/docs/int... LangChain chat model integrations: https://python.langchain.com/docs/int... OpenAI billing page: https://platform.openai.com/settings/... OpenAI API keys page: https://platform.openai.com/settings/... Explanation of zero-shot classification (from Hugging Face): https://huggingface.co/tasks/zero-sho... Information about fine-tuned emotion classification model: https://dataloop.ai/library/model/j-h... Getting started with Gradio: https://gradio.app/guides/quickstart Gradio playground: https://gradio.app/playground Gradio themes: https://gradio.app/guides/theming-guide Further work by Jodie about LLMs Talk from GOTO Amsterdam giving an overview of LLMs: • Beyond the Hype: A Realistic Look at Large...
Talk from NDC Oslo about whether LLMs are showing signs of humanity: • Mirror, mirror: LLMs and the illusion of h...
Talk from PyCon US about hallucinations in LLMs: • Talks - Jodie Burchell: Lies, damned lies ...
Tutorial on doing sentiment analysis with LLMs: https://blog.jetbrains.com/pycharm/20... Article on LLM’s understanding of language: https://t-redactyl.io/blog/2024/06/ca... Article on sentience in LLMs: https://t-redactyl.io/blog/2024/07/co... Article on intelligence in LLMs: https://t-redactyl.io/blog/2024/07/ar...