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Caffeinated Coding: Kim's AI Brews
This blog is where I share my experimental projects with latest AI technologies. Together, we will explore practical applications of AI technologies that have the potential to revolutionize business processes and enhance productivity.
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kim ngan nguyen
Sep 13, 20236 min read
Tackling Inconsistency and Hallucination in LLM Applications
While working on various small projects involving LLM Applications, I encountered numerous issues related to the quality of the model...
34 views
kim ngan nguyen
Sep 11, 20235 min read
Beginner Guide to RAG - the architecture behind LLM Applications
In a series of blog posts, we have explored the incredible potential of Large Language Models (LLMs) to revolutionize business...
72 views
kim ngan nguyen
Aug 19, 20235 min read
Building a simple Medical Chatbot from Vinmec Health News
I have a little habit. When I notice some strange changes in my body, I would look them up on the Internet to learn about what might be...
99 views
![[Pandas AI + Streamlit] Building a Data Analysis Assistant](https://static.wixstatic.com/media/ca60b7_7b49b45ff32241768dfabe836125c7aaf000.jpg/v1/fill/w_767,h_576,fp_0.50_0.50,lg_1,q_90,enc_auto/ca60b7_7b49b45ff32241768dfabe836125c7aaf000.jpg)
kim ngan nguyen
Aug 15, 20232 min read
[Pandas AI + Streamlit] Building a Data Analysis Assistant
If you want to extract information from a structured dataset, what languages would you use to "talk" with it? I guess Python? or SQL? In...
62 views
![[AzureOpenAI + Langchain] Building an Effective HR Assistant Chatbot: A Comprehensive Guide](https://static.wixstatic.com/media/ca60b7_697d224699fb46f5b3573bffe92a880ef000.jpg/v1/fill/w_767,h_576,fp_0.50_0.50,lg_1,q_90,enc_auto/ca60b7_697d224699fb46f5b3573bffe92a880ef000.jpg)
kim ngan nguyen
Aug 13, 20236 min read
[AzureOpenAI + Langchain] Building an Effective HR Assistant Chatbot: A Comprehensive Guide
In this article, we will explore the step-by-step process of building an HR assistant chatbot. This chatbot will be designed to provide...
124 views
![[Llama2 + Langchain + Pinecone] Unlock the Knowledge Within: Chat with Your Books, PDF files](https://static.wixstatic.com/media/ca60b7_e0407bf878604446b5d7e7529d307fd3~mv2.jpeg/v1/fill/w_1024,h_1024,fp_0.50_0.50,q_90,enc_auto/ca60b7_e0407bf878604446b5d7e7529d307fd3~mv2.jpeg)
kim ngan nguyen
Aug 3, 20239 min read
[Llama2 + Langchain + Pinecone] Unlock the Knowledge Within: Chat with Your Books, PDF files
In this article, we will explore the exciting world of natural language processing and build an advanced chatbot capable of answering...
35 views
![[Azure] Building Enterprise Custom Q&A Chatbot with Microsoft Azure in Just 10 Minutes](https://static.wixstatic.com/media/ca60b7_2750865495144e5a91c3c292b1946192~mv2.png/v1/fill/w_1024,h_1024,fp_0.50_0.50,q_95,enc_auto/ca60b7_2750865495144e5a91c3c292b1946192~mv2.png)
kim ngan nguyen
Aug 1, 20233 min read
[Azure] Building Enterprise Custom Q&A Chatbot with Microsoft Azure in Just 10 Minutes
In today's fast-paced business environment, enterprises are constantly seeking ways to enhance productivity and streamline their...
5 views
![[ChatGPT] Mastering the Art of Product Documentation: an AI-Powered Feature Analysis Prompt!](https://static.wixstatic.com/media/ca60b7_8ba08a0008ca4db9ad8d426d3149babd~mv2.jpeg/v1/fill/w_1024,h_1024,fp_0.50_0.50,q_90,enc_auto/ca60b7_8ba08a0008ca4db9ad8d426d3149babd~mv2.jpeg)
kim ngan nguyen
Jul 25, 20233 min read
[ChatGPT] Mastering the Art of Product Documentation: an AI-Powered Feature Analysis Prompt!
In today article, I am thrilled to introduce a game-changing prompt that will revolutionize the way product managers and developers craft...
28 views
![[ChatGPT] Visualizing Any System Architecture: An AI-Powered Prompt](https://static.wixstatic.com/media/ca60b7_46964fd55f274fcca082eb6d3e15215a~mv2.jpeg/v1/fill/w_1024,h_1024,fp_0.50_0.50,q_90,enc_auto/ca60b7_46964fd55f274fcca082eb6d3e15215a~mv2.jpeg)
kim ngan nguyen
Jul 25, 20233 min read
[ChatGPT] Visualizing Any System Architecture: An AI-Powered Prompt
Welcome to my blog. In today article, I will introduce you to a powerful prompt designed to help system architects, solution architects,...
34 views
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