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Ai-powered Article Generation Using Open-source Llms & User Interaction Analytics project in Python.

Python project   Last updated on - February 1, 2025
ai nlp llm article-generator open-source data-analytics streamlit python
Anushree Anushree
Anushree Anushree
Cloud 
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In this page Ai-powered Article Generation Using Open-source Llms & User Interaction Analytics project is a web application which is developed in Python platform. This Python project with tutorial and guide for developing a code. Ai-powered Article Generation Using Open-source Llms & User Interaction Analytics is a open source you can Download zip and edit as per you need. If you want more latest Python projects here. This is simple and basic level small project for learning purpose. Also you can modified this system as per your requriments and develop a perfect advance level project. This project can edit using a Visual Studio 10 IDE. Following Python project contains all the important features which can be in use for the BE, BTech, MCA, BCA, Engineering, Bs.CS, IT, Software Engineering, Computer Science students and Devloper for their college projects. This script developed by Anushree Anushree. This web application 100% working smooth without any bug. It is developed using Python and Database none. This software code helpful in academic projects and research paper for final year computer science. To download Ai-powered Article Generation Using Open-source Llms & User Interaction Analytics project in Python with source code files, please scroll down to the bottom of this page for the Download Zip file of source code button.

About project

project Name

Ai-powered Article Generation Using Open-source Llms & User Interaction Analytics

Project Complexityadvanced
Duration15 Days
project ID13191
Developer NameAnushree Anushree
Publish DateFebruary 1, 2025
project PlatformPython
Programming LanguageFor this particular Python project, Python is required
Front EndStreamlit
Back EndApi
IDE ToolVisual Studio 10
Database Integrationnone
project Typeweb Application
No of project Download180
project Total View2860
Today Trends1058
Current Month Trends1164
Last Month Trends198

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Features of the Ai-powered Article Generation Using Open-source Llms & User Interaction Analytics project

We will implement the following feature in the Python Ai-powered Article Generation Using Open-source Llms & User Interaction Analytics Project:
? Article Generator Module ? LLM Selection: Choose from three different models ? Text Generation: Generates articles based on input prompts ? Performance Evaluation: Compare outputs from different models ? Analytics & Dashboard Module ? Track User Queries: Log all user queries and responses ? Most Common Topics: Identify frequently asked topics ? User Satisfaction Tracking: Collect user ratings for responses ? Dashboard: Visualize key metrics using Matplotlib & Plotly

User modules and function of Ai-powered Article Generation Using Open-source Llms & User Interaction Analytics

We will implement the following functionalities in the Python Ai-powered Article Generation Using Open-source Llms & User Interaction Analytics Project:
Article Generation using three open-source LLMs Performance Assessment of different LLMs for text generation User Interaction Tracking: Logs queries, common topics, user engagement Dashboard for analytics and real-time insights

Software requirement to run this project

Python 3.9+ Streamlit (for UI) Hugging Face Transformers (for LLMs) Matplotlib, Plotly (for analytics dashboard)

Hardware requirement to run this project

Laptop/Desktop with minimum 4GB RAM Internet connection for API calls & cloud deployment

How to install the project?

After you finish downloading the project, unzip the project file.

Step 1: Clone the repository

Step 2: Install dependencies ? pip install -r requirements.txt

Step 3: Start the backend API ? python backend.py

Step 4: Run the frontend ? streamlit run app.py

How to import database?

The data base is in analytics.json

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Downloading the Ai-powered Article Generation Using Open-source Llms & User Interaction Analytics project from Kashipara is a best choice for students, beginners, and developers looking for a reliable, well documented, and ready to use project in Python.

Top benifit to Download our project over other website:

  • Our Ai-powered Article Generation Using Open-source Llms & User Interaction Analytics Source Code in Python completly working. This project easy to understand and fully customizable as per your requriments.
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  • Comprehensive Documentation:
    • We provide project Synopsis
    • Ai-powered Article Generation Using Open-source Llms & User Interaction Analytics project Abstract in PDF and PPT formats download in reports.
    • Detailed Project Report
  • UML & Technical Diagrams Included:
  • This project Ideal for Academic Projects Perfect for B.E., B.Tech, MCA, BCA, BSc CS, and IT students
  • 100% Working Project – Tested and bug free.
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How to create diagram?

Creating diagrams like Class Diagrams, Use Case Diagrams, Entity–Relationship (ER) Diagrams, Data Flow Diagrams (DFD), and Sequence Diagrams is essential for designing and understanding software systems. Here’s a proper guide to help you get started with each type:

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