add text summarization.py

[shivansh-2003]

Closes:

• Text Summarization using groq api 🧑‍💻: Text Summarization using groq api #143:
• Shivansh Mahajan:

Describe the add-ons or changes you've made 📃

This Streamlit application is designed to perform text summarization using the Groq LLM. The app securely manages the Groq API key by retrieving it from Streamlit’s secrets.toml or environment variables, ensuring sensitive information is not hard-coded. The main function initializes the app, presenting a user-friendly interface with a text input area for users to provide the text they want to summarize. The app uses LangChain’s ChatPromptTemplate to define a summarization prompt that instructs the LLM to generate a concise summary in a structured JSON format. A JSON output parser ensures the output adheres to the expected format.

When the user enters text and clicks the “Generate Summary” button, the app invokes a summarization chain that combines the prompt, Groq LLM, and the parser. If the input is valid and the API key is correctly configured, the result is displayed as a JSON-formatted summary on the interface. Error handling is included to manage cases like missing API keys or invalid input. This modular and secure implementation makes it easy to use advanced LLM capabilities for summarization in a clean and interactive interface.

Give a clear description of what have you added or modifications made

Checklist: ☑️

• My code follows the Contributing Guidelines & Code of Conduct of this project.
• This PR does not contain plagiarized content.
• I have performed a self-review of my own code.
• I have commented my code, particularly wherever it was hard to understand.
• My changes generate no new warnings.

Working Video 📷

https://vimeo.com/1043669798?share=copy#t=0

[github-actions]

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[Avdhesh-Varshney]

Attach a jarvis integrated working video not independently.

[jindalpriyanshu101]

Code Looks good to me!, Approved.

[Avdhesh-Varshney]

@shivansh-2003 @jindalpriyanshu101 Nice work 👍

But @shivansh-2003 Add a jarvis integrated working video to verify that it will be deployed perfectly without any error on streamlit.

[shivansh-2003]

sir i made environment and pip install requirements.txt but was unable to run jarvis as system as it throws some errors distincting unable to detect some files that's why i am unable to integrate the summarization part with jarvis. to verify my code authenticity i have made a running video of serperate text summarization in streamlit

[Avdhesh-Varshney]

sir i made environment and pip install requirements.txt but was unable to run jarvis as system as it throws some errors distincting unable to detect some files that's why i am unable to integrate the summarization part with jarvis

So, you can raise the github discussion and discuss about error you faced. I and other mentors are there to help you out.

• Share your ss in github discussion and ping me or any mentor

[shivansh-2003]

ok i will proceed to that

[jindalpriyanshu101]

Whats the update buddy? @shivansh-2003

[jindalpriyanshu101]

@shivansh-2003 We're expecting the requested video within 24hrs from you. Otherwise this PR will be dusted.

[jindalpriyanshu101]

PR Closed, time limit exceeded.