Social-Lens

Designed With 😇 :

• Bootstrap
• Flask
• Git
• Github
• Ai
• JavaScript
• Py
• React
• Tailwind
• Vite

Social-Lens is a robust platform that leverages artificial intelligence and scalable technology to provide actionable insights into social media engagement. By combining Flask APIs, Langflow automation, and DataStax Astra DB, the project empowers users to optimize their content strategy and drive better results. Key features include a chatbot for dynamic queries and a responsive UI for visualization.

Practical applications:

• Analyze the effectiveness of different post types on social platforms.
• Receive AI-driven insights to improve engagement metrics.
• Use scalable data storage for real-time analytics.

Enhancing tasks:

• Streamlines the process of content evaluation.
• Provides accessible AI-powered assistance to interpret complex data.
• Helps users make data-backed decisions to maximize audience impact.

https://langflow.streamlit.app/so

GitHub Link 🔗

• https://github.com/rawsun007/Social-lens_frontend

Deploy Link 🔗

• https://social-lens-frontend.vercel.app/

Problem it solves 🙅‍♂️

• Integrating AI-driven insights using Langflow with real-time data fetched from DataStax Astra DB was a key challenge. Configuring the backend to handle dynamic queries efficiently while maintaining speed required optimizing both the database structure and API endpoints. By fine-tuning query execution and leveraging Flask's capabilities, this challenge was successfully addressed.

Challenges I ran into 🙅‍♂️

• One significant challenge was integrating AI insights using Langflow with real-time data fetched from DataStax Astra DB. Configuring the backend to handle dynamic queries efficiently while maintaining speed required optimization of both the database structure and API endpoints. Another hurdle was building a responsive frontend that could effectively present insights and seamlessly interact with the chatbot. These challenges were resolved by using Flask for robust API handling and leveraging Tailwind CSS and Bootstrap for a responsive design.