K

Kushagra Taneja

Participant

UniTech Knowledge Assistant

LinkedIn

Individual

April 29, 2025 at 05:30 AM

Project Demo

Technology Stack

Large Language Models (LLMs) – These power the natural language understanding and response generation. In the Retrieval-Augmented Generation (RAG) flow, the LLM is used to generate human-like answers based on relevant document chunks.

Snowflake Cortex Search – This enables vector-based document retrieval, helping identify the most relevant pieces of text to feed into the LLM

Submission Details

hear-about-us

LinkedIn

createdAt

04-06-2025 14:47

name

Kushagra Taneja

Project Title

UniTech Knowledge Assistant

Describe what your project does?

UniTech Knowledge Assistant is an AI-powered document query app built using Streamlit, Snowflake, and Python. It helps university students retrieve accurate, contextual answers from academic documents. The system uses Retrieval-Augmented Generation (RAG) with Snowflake Cortex Search and integrates LLMs like LLaMA and Mistral to generate smart responses based on relevant document content.

What AI tools did you use?

Large Language Models (LLMs) – These power the natural language understanding and response generation. In the Retrieval-Augmented Generation (RAG) flow, the LLM is used to generate human-like answers based on relevant document chunks.

Snowflake Cortex Search – This enables vector-based document retrieval, helping identify the most relevant pieces of text to feed into the LLM

Share a 3–5 minute demo video (Google Drive link only) explaining your core idea, tools used, challenges faced, and how you improved your solution — make sure the link is viewable.

https://drive.google.com/file/d/1s8jRew9z6rgKN1NAInTa4JPZ2iqZYVix/view?usp=sharing

Is this project your original and proprietary work?

Yes

Does it include any private, sensitive, or restricted code or content?

No

Do you give us (AI Demos) 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

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