Design ChatGPT like AI Assiatant | ML System Design |
We explore the ML system design question to create a ChatGPT-like AI assistant. The purpose of the AI assistant illustrated in the video is to automatically handle real-time questions from customers of the company XYZ. We discuss about the ReAct framework (Reasoning with Action), using tools in the Chat system, and a few-shot example prompt designing.
Ragas: https://docs.ragas.io/en/stable/index...
Langchain: https://www.langchain.com/
Llama Index: https://www.llamaindex.ai/
Follow me on below social media,
Discord: / discord
LinkedIn: / ashutosh1919
Github: https://github.com/ashutosh1919
Behance: https://www.behance.net/devsense19
Dribble: https://dribbble.com/ashutosh1919
Facebook: / laymanbrother.19
Instagram: / developer_sense
YouTube : / devsense19
Patreon: / devsense
To know more about me,
Checkout my website https://ashutoshhathidara.com/
Drop me mail if you need any help,
[email protected]
Timestamps
00:00 Introduction
00:22 Understanding Requirements
02:26 Initial Model Building
08:58 System Integration
16:58 Evaluation
19:32 Incremental Improvements
21:45 NLI improvement aspects
#systemdesign #machinelearning #deeplearning #artificialintelligence #chatgpt #openai #mlsystemdesign #ml #datascience #llm #rag #genrativeai #genai #text #embedding