Valoria-A Digital Chat Assitant

Created A Engaging digital AI-Based Chat Assisted powered by AWS Titan Model to answer to queries posted by the user.

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Inspiration

Recently learned the AWS Cloud services. Interested in exploring its Services made me and my team to enter to this hackathon and test our mettle with the aws services

What it does

The chatbot that we created answers the queries posted by the users about the VCT League.

How we built it

For the Front End We used HTML,Bootstrap and for backend we used Express.js. Also we made use of AWS Services like S3, IAM, BEDROCK and AWS LAMBDA .

Challenges we ran into

  1. Found it challenging to retrieve the relevent data for our Knowledge base from which the LLM queries for the user request. There was a whooping 105 GB of XML data in the S3 bucket of the Riot Games.We went through the documentation of Riot Games and slowly understood the important data that is required for feeding the knowledge base which is a part of AWS Bedrock Service where the LLM model queries the knowledge base for generating the response for the questions asked by the user.

  2. But Unfortunately we couldnt proceed to create a knowledge base due to shortage of time and inexperience in handling it for the first time. Hope to work hard to complete the entire project and deploy it in EC2, which is a AWS service for hosting dynamic websites.

    Accomplishments that we're proud of

    Learned to succesfully work with and create mulitple aws services such as the aws lambda, IAM, S3 ,Bedrock etc. Learned to integrate the frontend and the backend effectivcely with aws lambda

    What we learned

    We have learned a lot about the cloud services and gen AI services offerd by aws.Also the wide data maintained by riot games facinated us of the legacy .

    What's next for Valoria-A Digital Chat Assitant

    Would love to complete the Assistant and make users love our assistant.

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