2025-03-14 Create your own OpenAI endpoints in Azure Cloud. AIAzureCloudOpenAI AI/ML Previously, we have introduced how to use Azure OpenAI to develop a RAG (Retrieval-Augmented Generation) chatbot. In thi
2025-02-27 Conversational RAG Chatbot - Build a Chatbot with LangChain and Chainlit AIChainlit ChatbotFAISSLangchainOpenAIPythonRAG AI/ML In previous blog, we have converting the PDF documents into the FAISS vector index, and saved in the local. Now, we will
2025-02-24 Conversational RAG Chatbot - Converting PDF Document to Vector AIChatbotFAISSLangchainOpenAIPythonRAG AI/ML IntroductionIn this series of blogs, we will build a RAG(Retrieval-Augmented Generation) chatbot which using WiX(WiXTool
2025-02-10 Deploy User Friendly AI Interface Chatbot on Local by Using Ollama + Open-WebUI. AIChatbotDeepSeekGemmaOllamaOpen-WebUI AI/ML In Previous blog, we talk about how to running DeepSeek large language model (LLM) on local machine by using Ollama. For
2025-02-07 Running DeepSeek-R1 locally for free AIDeepSeekOllama AI/ML The DeepSeek recently is very popular. The application download is on topest of the app store globally. The deepseek h
2025-01-23 A RAG Chatbot base on Azure OpenAI AIChatbotFAISSLangChainOpenAIPythonRAGStreamlit AI/ML IntroductionIn this article, we will build a RAG (Retrieval-Augmented Generation) chatbot using Azure OpenAI’s GPT-4 lan
2024-11-05 What is Prompt Engineering? Best Practices and Examples AIGPT-3GPT-4OpenAIPrompt Engineering AI/ML As artificial intelligence (AI) models, especially large language models (LLMs) like OpenAI’s GPT series, have become in
2024-11-01 Understanding the Azure OpenAI GPT-4 API Chat Role Usage AIAzureGPT-4OpenAI AI/ML Azure OpenAI is a service provided by Microsoft that integrates OpenAI’s advanced language models into the Azure cloud p
2024-10-29 Data Analysis Chart by Generative AI AIAWSPythonSQL AI/ML In data analysis, we often need to create charts to visualize the data by using BI tools, such as Tableau, Power BI, AWS
2024-10-23 The Intelligent SQL Generator base on Spring AI with AWS Bedrock AIAWSJavaSQLSpringSpring AI AI/ML The generative AI is a type of artificial intelligence (AI) that can learn from data and generate new data. In this arti