FutureSmart Agent
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Participant
Multi-Modal RAG Assistant
Multi-Modal RAG Assistant
Votes5
Score9
🧠Community1×5= 5
🌐Public4×1= 4
Individual
December 3, 2025 at 06:10 PM
Project Demo
Submission Details
hear-about-us
Linkedin
name
Priyanshi Shah
College / University Name
Vellore Institute of Technology, Vellore
linkedIn-profile
- http://www.linkedin.com/in/priyanshi-shah-a01156217
Project Title
Multi-Modal RAG Assistant
Describe what your project does?
RAG Assistant is a multi-modal AI document agent built with LangChain that enables intelligent search and question-answering across PDFs, Word files, Excel sheets, presentations, and even images/screenshots. It automatically extracts text (with OCR for images), chunks the content, generates embeddings, and stores them in a vector database. When a user asks a question, the agent retrieves the most relevant chunks using LangChain’s RAG pipeline and generates accurate, context-aware answers with GPT-5.1, along with full source attribution. This matters because organizations deal with massive amounts of unstructured data spread across many file formats. Manually searching these documents is slow and error-prone. RAG Assistant provides a fast, flexible, and production-ready solution for document intelligence — enabling research, analysis, data extraction, and knowledge retrieval in seconds.
Share a 3–5 minute HD demo video
- https://drive.google.com/file/d/1c0LKC6C2-G6Ba_um8ZCYFvXjEpWC1PIT/view?usp=sharing
Hosted Project Link (if any)
- https://rag-vector.emergent.host/
GitHub Repository (if any)
- https://github.com/ps23456/RAG-Mini-Assistant
artifacts/ supporting material
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