Inspiration
Wanted to create an online presence to showcase our abilities and knowledge.
What it does
Online portfolio with a chatbot that answers question about us in the first person
How we built it
The frontend was built using React. The backend was built using Langchain and the LLM model we used was a locally hosted llama3 model. The website and chatbot interfaced with each other through http requests.
Challenges we ran into
Design of the portfolio was a challenge that we overcame through feedback from Raen Ai team.
Accomplishments that we're proud of
Built a sleek looking website with a chatbot that allows the recruiters to gather information about the person.
What we learned
How to implement the RAG architecture using Langchain.
What's next for PortfolioChatbot
One of the future prospects of this project is building a portfolio builder that allows anyone to have a portfolio running along with a chatbot with minimal knowledge and time invested.
Built With
- amazon-web-services
- axios
- flask
- llama3
- node.js
- ollama
- python
- react
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