πŸ“– HR & IT helpdesk chatbot with audio transcription

⚑ 41,169 views Β· πŸ“– Internal Wiki & Knowledge Base

Description

An intelligent chatbot that assists employees by answering common HR or IT questions, supporting both text and audio messages. This unique feature ensures employees can conveniently ask questions via voice messages, which are transcribed and processed just like text queries.


How It Works

  1. Message Capture: When an employee sends a message to the chatbot in WhatsApp or Telegram (text or audio), the chatbot captures the input.
  2. Audio Transcription: For audio messages, the chatbot transcribes the content into text using an AI-powered transcription service (e.g., Whisper, Google Cloud Speech-to-Text).
  3. Query Processing:
    • The transcribed text (or directly entered text) is sent to an AI service (e.g., OpenAI) to generate embeddings.
    • These embeddings are used to search a vector database (e.g., Supabase or Qdrant) containing the company’s internal HR and IT documentation.
    • The most relevant data is retrieved and sent back to the AI service to compose a concise and helpful response.
  4. Response Delivery: The chatbot sends the final response back to the employee, whether the input was text or audio.

Set Up Steps

πŸ”— Nodes Used

HTTP Request, Telegram, Telegram Trigger, AI Agent, Embeddings OpenAI, OpenAI Chat Model

πŸ“₯ Import

Download workflow.json and import into n8n: Workflow menu β†’ Import from File

πŸ“– Importing guide Β· πŸ”‘ Credential setup