5 Easy Projects to Kickstart Your Journey with LLMs

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/