PORTFOLIO

An AI-driven chatbot to document emotions, moments, and memories

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OUR SMART, EFFICIENT & PRODUCTIVE APPROACH

challenge-new

The Challenge

The major challenges while developing this project were to:

  • Train the Chatbot to continuously learn from user interactions

  • Improve its performance over time

  • Personalization

  • User Engagement

  • Search for cost effective services

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Project Highlights

  • AI training through Machine Learning

  • Chat GPT-based integration

  • Audio-to-text conversion

  • Natural Language Processing

  • Text-to-speech model

  • Record and store the entire life experiences to train the AI

  • Sentiment Analysis to understand the emotions conveyed in user messages

  • Chatbot access over SMS

  • Admins can share their bot with loved ones

  • Easy subscription model

  • Gift a membership plan

The Solution

Our team of experts used tailored responses and fostered a conversational flow that feels natural and engaging, aligning with users' preferences. Our objective was to create a platform that enabled chatbots to understand and interpret human language accurately.

Insights

Our clients wanted to provide the users with a way to relive the best moments of their life in the most fantastic ways. The primary aim of this project was to create a bot that stores the entire life experience of the host and provides relatable answers to their access members. As the admin host creates their bot and stores life experience, they will have to answer a set of questions generated by the system and Open AI. Based on these questions, the AI bot can be trained. The admin can also invite others so that they can stay connected with him/her forever.

Creative Designs

Technical Architecture

Leader Of The Effort

Sanjeev Verma

Exp: 20+ Years

The Subject Matter Expert

Sanjeev Verma has been actively conceptualizing and creating software solutions for the past 20 years in the IT domain. He has worked on technical leadership positions with Marriott Vacations, Disney, MasterCard, Statefarm, and Oracle. He has been a key player in developing, implementing, and monitoring Digital Solutions ranging from IoT solutions & products, Mobile and Web Development, and Digital Marketing to Full Stack Development and CMS solutions.

Why Biz4Group

Trusted Advisors

Skilled Developers for Deployment

Collaborative efforts of Subject matter Experts

On time delivery ensuring Desirable Outputs

Distinctive Quality

Offering exemplary code quality

User-friendly UI/UX

Prioritize client expectation

Continuous Assistance

24/7 Technical Support

Post Delivery Consultation

Continuous Server Monitoring

DB Clean Up

Cost Effective Customer Support Plans

Going Above & Beyond

System Generated Questions

Developed using advanced technologies, the system can take raw audio and text. The input is then converted into machine language and stored in the database. The stored answer or story is sent directly to Open AI simultaneously to generate follow-up questions for users to discover more about the user and get trained.

Generic Answer Population

The chatbot can take questions and populate them with information from the database to form an answer.

Role As Trusted Advisors

We work with you as your trusted advisors by facilitating value-added artifacts like Architecture diagrams, Design Guidelines, regular Status reports, Review calls, best Coding practices and test cases, Advance Deliveries, Regular inputs for Product Enhancement, post-deployment technical support, consultation, and many more.

Development Life Cycle

Tech Stack

tech Stack

ReactJS

React is a free and open-source front-end JavaScript library for building user interfaces or UI components. It allows developers to reuse the components built for the same functionality, reducing the development effort and ensuring flawless performance.

tech Stack

NextJS

Next.js is an open-source web development framework created by the private company Vercel providing React-based web applications with server-side rendering and static website generation.

tech Stack

Docker

Docker is a containerization platform that allows you to package and deploy applications. Containers are isolated environments that contain all the dependencies needed to run an application.

tech Stack

Python

Python is a high-level, general-purpose programming language. Its design philosophy emphasizes code readability with the use of significant indentation via the off-side rule. Python is dynamically typed and garbage-collected.

tech Stack

Fast API

Fast API is a high-performance web framework for building APIs. It is designed to be easy to use and efficient. Fast API is based on the Python asyncio library, which makes it highly scalable and efficient.

tech Stack

Socket.IO

Socket.IO is a real-time communication library for web applications. It allows you to create applications that can send and receive data in real time, even if the user is not on the same page.

tech Stack

Chat GPT

Chat GPT is a large language model chatbot developed by OpenAI. It is trained on a massive dataset of text and code, and can generate realistic and coherent chat conversations.

tech Stack

PostgreSQL

PostgreSQL, also known as Postgres, is a free and open-source relational database management system emphasizing extensibility and SQL compliance. It was originally named POSTGRES, referring to its origins as a successor to the Ingres database.

tech Stack

Milvus

Milvus is a vector similarity search engine for large-scale data. It is designed to store and search high-dimensional vectors, such as those used in natural language processing and machine learning.

tech Stack

AWS

Amazon Web Services, Inc. is a subsidiary of Amazon that provides on-demand cloud computing platforms and APIs to individuals, companies, and governments, on a metered, pay-as-you-go basis. Oftentimes, clients will use this in combination with autoscaling.

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