FutureSmart Agent
A complete AI Agent system for real use cases. RAG, NL2SQL, API actions, multi-agent logic — everything in one place.
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Abhinav Prasad
Autonomous QA Agent
Individual
December 2, 2025 at 01:04 PM
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name
Abhinav Prasad
College / University Name
Vellore Institute of Technology, Vellore
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Project Title
Autonomous QA Agent
Describe what your project does?
This project is a smart QA automation backend that uses FastAPI to power AI-driven test case generation and script creation. It ingests documentation and knowledge, retrieves relevant context using ChromaDB, and leverages Gemini to generate structured test cases in JSON format, which can then be automatically converted into ready-to-run Python Selenium scripts. What makes it special is its ability to combine retrieval-augmented generation (RAG) with modern LLMs, making QA workflows faster, more accurate, and adaptable to evolving requirements—helping teams save time and reduce manual errors in software testing.
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Hosted Project Link (if any)
GitHub Repository (if any)
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Is this project your original and proprietary work?
Yes
Does your project include any private, sensitive, or restricted code or content?
No
Do you give us (AI Demos & partners) permission to feature your work on our website and share it with our community (with full credit)?
Yes
Do you consent to us showcasing your name/profile on our social media platforms and YouTube
Yes
Are you open to freelance, internship, or collaborative opportunities based on this project?
Yes, I’m interested
Connect with Abhinav Prasad to learn more about their project.