TechTrio

DEMO: https://youtu.be/NSBnXdprg5k

## Overview

TechTrio Gaia Multiagent is a cutting-edge Living Knowledge System that leverages the power of decentralized AI to provide users with comprehensive, up-to-date insights on the latest tech products. By combining the expertise of top tech influencers, real-time product information, and advanced AI models, TechTrio offers an unparalleled shopping assistant experience for tech enthusiasts.

<img width="889" alt="excalidraw" src="https://github.com/user-attachments/assets/0ec3de4b-7db9-438f-8c90-050d023011bf">

### Key Features

* **Multi-Agent System**: Utilizes AI agents modeled after three renowned tech reviewers: MKBHD, Unbox Therapy, and MrWhosTheBoss.

* **Living Knowledge Base**: Employs Upstash Vector DB as an inventory system to continuously update information on gadgets and new devices.

* **Decentralized Infrastructure**: Built on GaiaNet nodes, ensuring a robust and scalable system.

* **Impartial Moderation**: Incorporates a moderator agent to summarize and compare reviews, providing balanced conclusions.

### Technical Stack

* **AI Models**: Utilizes various models including Llama, Phi, and Gemma through GaiaNet nodes.

* **Vector Database**: Employs Upstash Vector DB for efficient storage and retrieval of product information.

* **Embedding**: Leverages the bge-base-en-v1.5 model for text embedding.

* **API Integration**: Seamlessly integrates with OpenAI-compatible APIs provided by GaiaNet.

### How It Works

1. **User Query**: The user submits a question about a tech product they're interested in.

2. **Multi-Agent Processing**: The query is processed by AI agents representing MKBHD, Unbox Therapy, and MrWhosTheBoss, each providing their unique perspective.

3. **Knowledge Retrieval**: The system queries the Upstash Vector DB to retrieve the most up-to-date product information.

4. **Review Generation**: Each AI agent generates a review based on their persona and the available information.

5. **Moderation and Summary**: A moderator agent compiles and summarizes the reviews, highlighting key points of agreement and disagreement.

6. **Final Output**: The user receives a comprehensive summary of the product reviews, along with a balanced conclusion to aid in their purchasing decision.

### Key Advantages

* **Diverse Perspectives**: Gain insights from multiple trusted tech influencers in one place.

* **Up-to-Date Information**: The living knowledge system ensures that product information is always current.

* **Balanced View**: The moderator summary provides an impartial overview of different opinions.

* **Time-Saving**: Quickly access expert opinions without watching multiple video reviews.

* **Personalized Recommendations**: Receive tailored advice based on user preferences and needs.

### Future Development Roadmap

* **Expanded Expertise**: Integrate with more tech influencers and experts to broaden the knowledge base.

* **Product Category Expansion**: Cover a wider range of tech products and categories to cater to diverse user needs.

* **User Feedback Mechanisms**: Implement user feedback systems to improve AI responses and enhance the overall user experience.

* **Price Comparison and Availability Features**: Add features to compare prices and check availability of products to facilitate informed purchasing decisions.