Issue: Integrate Chatbot Feature for Stock Price Prediction App

[BigBang001]

Objective:
Enhance the Stock Price Prediction application by adding a chatbot feature that allows users to interact with the app using a conversational interface. This chatbot will enable users to access stock price predictions, historical data, and general guidance on market trends through an interactive chat format.

Details:
The chatbot should:

• Respond to user inquiries about current stock predictions, historical performance, and market trends.
• Provide insights into key stock performance indicators and factors affecting predictions.
• Assist users with navigating app features and understanding prediction outputs.

Proposed Solution:

1. Conversation Flow Design: Map out the common types of questions users might ask, such as stock predictions, trend analyses, and help requests. Design response flows for these scenarios to ensure smooth, informative interactions.
2. Backend Integration: Connect the chatbot to the existing stock prediction model to provide real-time data in response to user queries. This will ensure that predictions are accurate and up-to-date.
3. User Interface: Add a chatbot widget to the main app interface. This should be accessible, engaging, and intuitive, allowing users to start conversations with ease.
4. Fallback & Context Management: Implement fallback responses for unrecognized questions and session management to allow the chatbot to handle follow-up questions in a contextual manner.

Expected Outcome:
A fully integrated chatbot that enhances user engagement by providing an interactive way to access stock predictions and market insights, improving overall user experience.

Request for Assignment:
Kindly assign this issue to me for contribution under GSSoC-extd

[github-actions]

👋 Thanks for opening this issue! We appreciate your contribution. Please make sure you’ve provided all the necessary details and screenshots, and don't forget to follow our Guidelines and Code of Conduct. Happy coding! 🚀

[github-actions]

Ensure the issue is not similar or previously being worked on.Thanks for your time

[BigBang001]

I have checked "open" AND "closed" issues and this is not a duplicate.

[priyansh985]

@BigBang001 do you like to work with me on this idea

[github-actions]

✅ This issue has been successfully closed. Thank you for your contribution and helping us improve the project! If you have any more ideas or run into other issues, feel free to open a new one. Happy coding! 🚀