In this tutorial, we will look into how to easily perform sentiment analysis on text data using IBM’s open-source Granite […]
Category: Tutorials
Starter Guide For Running Large Language Models LLMs
Running large language models (LLMs) presents significant challenges due to their hardware demands, but numerous options exist to make these […]
A Step by Step Guide to Deploy Streamlit App Using Cloudflared, BeautifulSoup, Pandas, Plotly for Real-Time Cryptocurrency Web Scraping and Visualization
In this tutorial, we’ll walk through a reliable and hassle-free approach using Cloudflared, a tool by Cloudflare that provides a […]
Step by Step Guide to Build an AI Research Assistant with Hugging Face SmolAgents: Automating Web Search and Article Summarization Using LLM-Powered Autonomous Agents
Hugging Face’s SmolAgents framework provides a lightweight and efficient way to build AI agents that leverage tools like web search […]
Building a Collaborative AI Workflow: Multi-Agent Summarization with CrewAI, crewai-tools, and Hugging Face Transformers
CrewAI is an open-source framework for orchestrating autonomous AI agents in a team. It allows you to create an AI […]
How to Compare Two LLMs in Terms of Performance: A Comprehensive Web Guide for Evaluating and Benchmarking Language Models
Comparing language models effectively requires a systematic approach that combines standardized benchmarks with use-case specific testing. This guide walks you […]
FinData Explorer: A Step-by-Step Tutorial Using BeautifulSoup, yfinance, matplotlib, ipywidgets, and fpdf for Financial Data Extraction, Interactive Visualization, and Dynamic PDF Report Generation
In this tutorial, we will guide you through building an advanced financial data reporting tool on Google Colab by combining […]
Building an Interactive Weather Data Scraper in Google Colab: A Code Guide to Extract, Display, and Download Live Forecast Data Using Python, BeautifulSoup, Requests, Pandas, and Ipywidgets
In this tutorial, we will build an interactive web scraping project in Google Colab! This guide will walk you through […]
Building a Legal AI Chatbot: A Step-by-Step Guide Using bigscience/T0pp LLM, Open-Source NLP Models, Streamlit, PyTorch, and Hugging Face Transformers
In this tutorial, we will build an efficient Legal AI CHatbot using open-source tools. It provides a step-by-step guide to […]
Fine-Tuning NVIDIA NV-Embed-v1 on Amazon Polarity Dataset Using LoRA and PEFT: A Memory-Efficient Approach with Transformers and Hugging Face
In this tutorial, we explore how to fine-tune NVIDIA’s NV-Embed-v1 model on the Amazon Polarity dataset using LoRA (Low-Rank Adaptation) […]