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Leveraging Retrieval-Augmented Generation (RAG) and Google Gemini as the Large Language Model (LLM) to develop a Support AI that processes documents and text inputs from companies, enabling it to provide accurate, context-aware responses to customer inquiries.

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Telex Support AI

Overview

Telex Support AI brings intelligent, real-time support assistance to your Telex organization. Powered by AI, it enhances customer support by leveraging a dynamic knowledge base consisting of company documents and support history. This integration acts as an AI-driven assistant within Telex, providing instant responses to queries and improving overall efficiency.

Key Features

🚀 Instant AI-Powered Responses

  • Get immediate, context-aware answers directly within your dedicated Telex channel.
  • Reduce response time by automating repetitive inquiries.

🔗 Seamless Integration

  • Works natively within Telex, ensuring smooth and uninterrupted communication.
  • No need to switch between platforms.

📚 Dynamic Knowledge Base

  • Upload and manage company documents via a dedicated endpoint.
  • AI indexes documents to provide accurate and informed responses.
  • Continuously learns from previous support interactions.

💰 Cost-Effective AI Options

  • Supports free-tier AI services, premium models comming soon.

How It Works

  1. User Interaction

    • The Support Agent listens to queries and messages within a designated Telex channel.
    • Users receive AI-generated responses in real time.
  2. Payload Processing

    • The system captures each query along with relevant metadata (e.g., user ID, channel and query details).
  3. AI Query Processing

    • The query, along with historical context and uploaded documents, is sent to an AI service.
    • The AI generates a relevant response based on available data.
  4. Response Delivery

    • The AI-generated answer is relayed back to the Telex channel, ensuring transparency and clarity.
  5. Knowledge Base Updates

    • A dedicated endpoint allows admins to upload documents to keep the knowledge base up to date. Telex slash commands soon, so no one leaves telex.
    • The AI continuously improves as more documents and interactions are processed.

Getting Started

Installation

  1. Create a channel for Support assistance, and enable Telex Support AI in that channel
  2. Update the Settings to customize your Support AI.

Usage

  • Simply type a question in the designated support channel.
  • The AI will process and respond with a relevant answer.
  • Admins can update the knowledge base as needed to refine responses.

Future Enhancements

  • Multi-language support: Enable AI responses in multiple languages.
  • Advanced analytics: Track AI performance and user interactions.

About

Leveraging Retrieval-Augmented Generation (RAG) and Google Gemini as the Large Language Model (LLM) to develop a Support AI that processes documents and text inputs from companies, enabling it to provide accurate, context-aware responses to customer inquiries.

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