Reimagining the traditional campus experience, this project introduces a revolutionary chatbot powered by LLaMA2.
By harnessing the power of web crawling and RAG, this innovative platform transforms static college websites into dynamic conversational interfaces.
Users can engage in natural language conversations, accessing essential information, seeking assistance, or simply chatting with the bot to gain insights.
My Contribution
I played a major role in developing the chatbot's capabilities by fine-tuning the LLaMA2 model. My expertise in data preprocessing ensured optimal data quality for training.
Through meticulous model optimization and innovative prompt engineering, I enhanced the chatbot's ability to provide accurate, informative, and engaging responses.
Tech Stack
JavaScript
TypeScript
Llama 2
MySQL
REST
LlamaIndex
LangChain
Cassandra
Tailwind CSS
Role
Machine Learning Engineer
Company
Personal
Timeline
Jan 2024 - May 2024
Developers
Repository
Images
