case study

Ava PoC

Client

CodeLink

industry

Education

services

AI ML

Overview

Ava is a Proof of Concept (PoC) app that enables real-time video calls with a Large Language Model (ChatGPT).

Team Model

  • AI & ML Lead
  • Full-stack Developer
  • Technology

    Text to Speech & Speech to Text

    Stable Diffusion

    Dreambooth

    Low-Range Adaptation

    Prompt Engineering

    Firebase Crashlytics

    ThreeJS

    Cloudflare

    LLM (ChatGPT)

    Platform

  • Web
  • Challenge

    Is it possible for users to have a real-time video call with ChatGPT?

    Request

    Create a PoC that allows users to interact with an LLM via a real-time video call.

    Engagement Model

    The CodeLink internal team worked autonomously to design and build the Android and iOS mobile applications.

    Engagement Length and Scale

    The project kicked off in March of 2023 and is still ongoing.

    Project Outcome

    We began by conducting a deep dive to determine how we could use Speech-to-Text and Text-to-Speech to enable voice-based interactions with the LLM, as well as real-time speech animations like lip sync, head tilt, and blinks to make the model more life-like. Once the model was built, we optimized it to balance training, inference, and avatar quality. We used various Google Cloud Platform services to host the training and inference servers. The final PoC allows users to chat with the 3D model on different topics, such as learning English.

    Tags

    Autonomous Team

    Artificial Intelligence

    Machine Learning

    Computer Vision

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