1. Build a Smart Q&A Chatbot with GPT-4
Create “KnowItAll,” a chatbot that answers questions, writes code, and more using GPT-4, HTML, CSS, and JavaScript.
2. Summarize Videos with LLMs
Learn to summarize YouTube videos using ASR transcriptions, Rpunct for cleanup, and OpenAI models for quick insights.
3. DIY Retrieval-Augmented Generation (RAG)
Build a RAG system from scratch, covering document chunking, embeddings, and similarity-based data retrieval.
4. Create a Question-Answering System with RAG
Enhance LLMs’ accuracy by integrating RAG for domain-specific tasks with tools like Mistral-7B and Chroma.
5. Fine-Tune LLMs with QLoRA
Customize LLMs efficiently using QLoRA and the Phi-2 model, from dataset prep to training and evaluation.
Read next: https://timesofasi.com/web-stories/7-game-changing-chatgpt-prompts-to-solve-any-problem/
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