🧠 The Big Idea:
Ever wished you could pick the brains of the greatest philosophers in history? 🤯 This is your chance to do just that! We’re diving into a project that lets you build an AI chatbot capable of answering your burning questions using the wisdom of 100 philosophy books.
🏗️ How It Works:
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📚 Gathering the Wisdom: We’ll download 100 popular philosophy books from Project Gutenberg (it’s free!). Think Plato, Aristotle, Nietzsche – the greats!
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🧹 Cleaning Up: Nobody wants to wade through irrelevant intros. We’ll remove those pesky distractions and keep only the good stuff.
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✂️ Chunking It Up: To make the information digestible for our AI, we’ll break down the books into bite-sized chunks.
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🧠 Embedding Knowledge: This is where the magic happens! Using OpenAI’s powerful embedding model, we’ll transform each chunk into a format our AI can understand.
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🗄️ Storing the Gems: We’ll use ChromaDB, a vector database, to organize and store our embedded knowledge.
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❓ Asking the Big Questions: Finally, we’ll build a chat interface powered by GPT-4 (or even GPT-3.5 if you prefer). Ask your question, and our AI will sift through the wisdom of the ages to provide an answer.
🚀 Putting It into Practice:
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🤔 Your Philosophical Journey: What questions have you always pondered? Write them down. Now’s your chance to get answers!
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📚 Explore Further: Want to go beyond the 100 books? You can easily adapt this project to include any text you like. Imagine chatting with a library of your favorite novels or scientific papers!
🧰 Toolbox of Wisdom:
- Project Gutenberg: https://www.gutenberg.org/ – Your go-to source for free ebooks in the public domain.
- ChromaDB: https://www.trychroma.com/ – A powerful vector database for storing and querying embeddings.
- OpenAI API: https://platform.openai.com/ – Access OpenAI’s cutting-edge language models.
- LangChain: https://python.langchain.com/en/latest/index.html – A framework for building applications powered by language models.
