Streamlit: A Powerful Python Library for Data Applications

Streamlit: A Powerful Python Library for Data Applications

Hello everyone, I am Ze’an, here to introduce a super powerful Python library—Streamlit. Follow the “Ze’an AI Side Hustle” public account to receive a free gift pack, including:AI/RPA/Side Hustle/Python What is Streamlit Streamlit is a Python library for creating data applications. Its design philosophy is “fast, intuitive, and fun,” aimed at enabling developers to quickly … Read more

Streamlit: The Amazing Python Library for Data Applications!

Streamlit: The Amazing Python Library for Data Applications!

Streamlit: The Amazing Python Library for Data Applications! Hello everyone! Today I want to share an amazing Python library – Streamlit. Are you still struggling with how to present your data analysis results? Are you still worried about creating interactive visual interfaces? With Streamlit, you can easily create beautiful web applications with just a few … Read more

Streamlit: A Python Tool for Rapid Data App Development

Streamlit: A Python Tool for Rapid Data App Development

Streamlit: A Python Tool for Rapid Data App Development Hello everyone, I am your friend. Today we are going to explore Streamlit, a powerful Python library designed for quickly building and deploying data science applications. Whether you are a data scientist, engineer, or programming enthusiast, Streamlit provides a wealth of tools to showcase and analyze … Read more

Streamlit: A Magical Python Library!

Streamlit: A Magical Python Library!

Hello everyone, I am K妹. Today, I will introduce you to a very magical and powerful Python library – Streamlit. It allows data scientists and developers to easily convert Python scripts into interactive web applications, greatly enhancing the efficiency of data visualization and user experience. Next, I will elaborate on several aspects: background introduction, installation … Read more

Streamlit: A Python Library for Rapid Application Development

Streamlit: A Python Library for Rapid Application Development

# Streamlit: A Python Library for Rapid Application Development Hello everyone! Today we are going to learn about Streamlit, a Python library that makes building data applications fast and fun. Whether you are a data scientist, analyst, or a beginner, Streamlit can help you easily create interactive web applications. With just a few lines of … Read more

How Google Gemini Achieves Smart Interaction Through Language Models

How Google Gemini Achieves Smart Interaction Through Language Models

Introduction: This article aims to explore an innovative path by utilizing Google’s Gemini Flash instead of the widely known LangChain to achieve intelligent interaction with CSV files. We will build a simple CSV interpreter that generates code and parses data without LangChain, creating an intuitive user interface with Streamlit.©️【Deep Blue AI】 In today’s rapidly evolving … Read more

LangChain: Practical Guide to AI Application Development

LangChain: Practical Guide to AI Application Development

Source: Zhuanzhi This article is a book introduction, recommended reading time 5 minutes. Learn to build complex AI applications using the latest popular frameworks in Python. This practical guide will take you from basic chatbots to advanced assistants capable of reasoning over data. Learn to build complex AI applications using the latest popular frameworks in … Read more

Complete Guide to Deploying Open Source Large Models Locally: LangChain + Streamlit + Llama

Complete Guide to Deploying Open Source Large Models Locally: LangChain + Streamlit + Llama

Source: DeepHub IMBA This article is about 4000 words, and it is recommended to read in 5 minutes. In this article, I will demonstrate how to create your own Document Assistant from scratch using LLaMA 7b and Langchain. In the past few months, large language models (LLMs) have gained tremendous attention, creating exciting prospects, especially … Read more

Deploying Open Source Large Models Locally with Ollama

Deploying Open Source Large Models Locally with Ollama

ClickFollowWeChat Official Account, “Technical Insights” for Timely Updates! Introduction If you want to deploy and run an open-source large model on localhost, you can try Ollama. In this article, we will deploy Ollama and call the large model via API. Installation Ollama provides two development packages for Python and JavaScript, which are quite friendly for … Read more

Building a PDF Q&A Application Using OLLama and LangChain

Building a PDF Q&A Application Using OLLama and LangChain

Yesterday, I wrote about How OLLama Builds a Knowledge Base for Q&A Using Existing Documents? OLLama + LangChain to Assist You. There was a streamlit related to the graphical interface for the OLLama knowledge base Q&A that I didn’t write about because the code didn’t run, so today I will supplement that part. Finally, there … Read more