Immigration Assistant AI Chatbot

AI Discussions
, , , ,
1

Hi Everyone,

I am currently working an interest project supporting international student at my University as alumnus. The program, acts as a consultant, is assisting new-comers with up-to-date immigration policy, university brochure, and study permit/visa application, and many more features in development. The software currently utilizing RAG from Llama Index and LLMs Open AI Agents with Tools.

Currently, my only concern is how to scale the vector database for more accurate retrieval. I have not test the scaled, large vector database yet. I am still adding new features and function callings for a smooth pipeline. Other than that, my only concern still integrating a larger vector database. Any advice on this topic?

Please feel free to play around, I published the app on Streamlit share.

Additionally, feel free to add me on Linkedin as well. If you have any questions, direct message me, we can collab on this project for further development. This project means a lot to me because I am an international student myself and believe in this product would be a great support for new student to a different country.

https://www.linkedin.com/in/duwe-ng/

Cheers,
Duy Nguyen

2 Likes
2

@dcnguyen060899 I think many folks try to access your app. It went over limit in Streamlit. Did you store the code in GitHub? :blush:

1 Like
3

Which Vector database you using at the moment? Thanks

1 Like
4

Hi Chuaal,

You are right, it did crashed. For anyone interest, here is the git repo. ai-chatbot-immigrant-assistant/app_development.py at main · dcnguyen060899/ai-chatbot-immigrant-assistant · GitHub.

I am currently working with Deep Lake. There are many other options if you are interested:

Cheers,
Duy Nguyen

1 Like
5

I’m Muhammad Zaman, passionate about AI/ML and eager to delve deeper into ML, AI, and DL. I’m also working on using of LangChain and make RAG.
I,m intresting to working on that project for gain more exprince.