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3 Ways to Make a Custom AI Assistant | RAG, Tools, & Fine-tuning 4 месяца назад


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3 Ways to Make a Custom AI Assistant | RAG, Tools, & Fine-tuning

👉 Need help with AI? Reach out: https://shawhintalebi.com/ AI assistants are chatbots that can use tools to perform a wide variety of tasks. In this video, I walk through 3 ways to make a custom AI assistant using OpenAI's platform. Each approach is used to make a YouTube comment responder called ShawGPT. 👉 Series Playlist:    • Large Language Models (LLMs)   🎥 OpenAI API Intro:    • The OpenAI (Python) API | Introductio...   🎥 Fine-tuning Open-source model:    • QLoRA—How to Fine-tune an LLM on a Si...   📰 Read more: https://medium.com/towards-data-scien... 💻 Example code: https://github.com/ShawhinT/YouTube-B... Resources [1] ShawGPT (No code): https://chat.openai.com/g/g-fdVpmWWIp... [2] Playground: https://platform.openai.com/playground [3] Assistants API: https://platform.openai.com/docs/assi... [4] Assistants Doc: https://platform.openai.com/docs/api-... [5] More on tools: https://platform.openai.com/docs/assi... [6] Fine-tuning Guide: https://platform.openai.com/docs/guid... [7] Fine-tuning Doc: https://platform.openai.com/docs/api-... [8] Fine-tuning Data Prep: https://cookbook.openai.com/examples/... -- Book a call: https://calendly.com/shawhintalebi Homepage: https://shawhintalebi.com/ Socials   / shawhin     / shawhintalebi     / shawhint     / shawhintalebi   The Data Entrepreneurs 🎥 YouTube:    / @thedataentrepreneurs   👉 Discord:   / discord   📰 Medium:   / the-data   📅 Events: https://lu.ma/tde 🗞️ Newsletter: https://the-data-entrepreneurs.ck.pag... Support ❤️ https://www.buymeacoffee.com/shawhint Intro - 0:00 AI Chatbot vs Assistant - 0:42 Way 1: GPTs (no code) - 1:48 Way 2: Assistants API (Playground) - 14:30 Way 2: Assistants API (Example Code) - 17:13 Way 3: Fine-tuning API - 30:15 Recap - 46:06

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