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.

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About project

project Name	Ai-powered Article Generation Using Open-source Llms & User Interaction Analytics
Project Complexity	advanced
Duration	15 Days
project ID	13191
Developer Name	Anushree Anushree
Publish Date	February 1, 2025
project Platform	Python
Programming Language	For this particular Python project, Python is required
Front End	Streamlit
Back End	Api
IDE Tool	Visual Studio 10
Database Integration	none
project Type	web Application
No of project Download	141
project Total View	1587
Today Trends	3
Current Month Trends	89
Last Month Trends	266

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February 26, 2025 Python

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File size 0.0161 MB

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Download Diagrams :

Class Diagrams

Use Case Diagrams

Entity–relationship(ER) Diagrams

DFD Diagrams

Sequence Diagrams

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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We give full step for config Ai-powered Article Generation Using Open-source Llms & User Interaction Analytics project.
We give full step for config database.
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We also provide project diagrams.
You can easily download a Ai-powered Article Generation Using Open-source Llms & User Interaction Analytics project documents PDF.

How to create diagram?

Here proper guide to making a various diagrams like Class diagrams, Use Case diagrams, Entity–relationship(ER) diagrams, Data flow diagram(DFD), Sequence diagram.