GeminiFeedback | SSOC Contribution#73
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Sejal-collection wants to merge 4 commits intoitsaryanchauhan:mainfrom
Open
GeminiFeedback | SSOC Contribution#73Sejal-collection wants to merge 4 commits intoitsaryanchauhan:mainfrom
Sejal-collection wants to merge 4 commits intoitsaryanchauhan:mainfrom
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Contains the Express.js routes for API validation and feedback processing. ✅ Ensure Dependencies are Installed : Run this command to install express, node-fetch, and langchain : npm install express node-fetch langchain dotenv
Sets up LangChain models, memory, and configurations for structured AI interactions. ✅ API Key Configuration Make sure your Gemini API Key is stored securely using an .env file : GEMINI_API_KEY=your_actual_api_key_here
Handles AI logic & feedback processing
Entry point for your Express.js app, importing routes and initializing the server.
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@Sejal-collection is attempting to deploy a commit to the itsaryanchauhan's projects Team on Vercel. A member of the Team first needs to authorize it. |
Owner
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Usually i would had merged this PR but i will require a video proof of some sort showing that the code you submitted works or not. @Sejal-collection |
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Final PR-Ready Setup
✅ Modular Structure → Code is split across routes, controllers, and config for maintainability.
✅ LangChain Integration → Memory retention ensures context-aware AI feedback.
✅ Security Best Practices → API keys are stored in .env and not exposed.
✅ Structured Feedback → Categorized response for better user guidance.
File Breakdown
Enhancements & Benefits
✅ Categorized Feedback: Syntax, Logic, Best Practices, and Optimization.
✅ LangChain Memory Use: AI remembers past interactions to improve suggestions.
✅ Error Handling & Security: Secure API key usage and better debugging.
closes #6