Sophia Yang, Ph.D. – Medium

Sophia Yang, Ph.D.

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Sophia Yang, Ph.D.

My Blog Posts

Updated on Dec. 28, 2023

Dec 27, 2021

Dec 27, 2021

Sophia Yang, Ph.D.

Panel AI Chatbot Tips: Memory and Downloadable Conversations

By Andrew Huang and Sophia Yang

Dec 22, 2023

Panel AI Chatbot Tips: Memory and Downloadable Conversations

Dec 22, 2023

Sophia Yang, Ph.D.

Build an AI Chatbot to Run Code and Tweak plots

By Andrew Huang and Sophia Yang

Dec 21, 2023

Build an AI Chatbot to Run Code and Tweak plots

Dec 21, 2023

Sophia Yang, Ph.D.

Build a Mixtral Chatbot with Panel

With Mistral API, Transformers, and llama.cpp

Dec 13, 2023

Build a Mixtral Chatbot with Panel

Dec 13, 2023

Sophia Yang, Ph.D.

Build a RAG chatbot to answer questions about Python libraries

Access the Python universe with Fleet Context and Panel

Dec 7, 2023

Build a RAG chatbot to answer questions about Python libraries

Dec 7, 2023

Sophia Yang, Ph.D.

Building AI Chatbots with Mistral and Llama2

With Panel chat interface

Nov 29, 2023

Building AI Chatbots with Mistral and Llama2

Nov 29, 2023

Sophia Yang, Ph.D.

Building a Retrieval Augmented Generation Chatbot

With LangChain and Panel

Nov 29, 2023

Building a Retrieval Augmented Generation Chatbot

Nov 29, 2023

Sophia Yang, Ph.D.

How to Build Your Own Panel AI Chatbots

Powered by OpenAI and LangChain

Nov 29, 2023

How to Build Your Own Panel AI Chatbots

Nov 29, 2023

Sophia Yang, Ph.D.
in
Towards Data Science

Advanced RAG 01: Small-to-Big Retrieval

Child-Parent RecursiveRetriever and Sentence Window Retrieval with LlamaIndex

Nov 4, 2023

Advanced RAG 01: Small-to-Big Retrieval

Nov 4, 2023

Sophia Yang, Ph.D.

“Scaling Machine Learning with Spark” Author Interview and Reading Notes

📚 Some people may know that I host a DS/ML book club where we read one book per month. This month, we read ‘Scaling Machine Learning with…

Oct 31, 2023

“Scaling Machine Learning with Spark” Author Interview and Reading Notes

Oct 31, 2023

Sophia Yang, Ph.D.

Sophia Yang, Ph.D.

🤝 LinkedIn: www.linkedin.com/in/sophiamyang 🐦 Twitter: twitter.com/sophiamyang ✨✨✨ ✨ 🎥 YouTube: youtube.com/SophiaYangDS ✨✨✨📚Book Club: dsbookclub.github.io

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