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How to apply PraisonAI in customer service scenarios to create efficient workflows of AI intelligences?

2025-09-09 1.5 K

Scenario pain points

Customer service usually needs to deal with the multi-step process of consultation → classification → answer → follow up, manual inefficiency and difficult to respond 7 × 24.

Solution Architecture

  • Layer 1: Categorical Intelligentsia: Parsing documents uploaded by customers with PDF Intelligent Body
  • Tier 2: Professional Answer Intelligence Body: Integration of RAG technology to call the product knowledge base
  • Layer 3: Sentiment Analysis Intelligence: Recognize customer emotions through multimodal capabilities
  • Layer 4: Callback Intelligentsia: Set up regular follow-up reminders

carry out in practice

  1. Defining Workflow Sequences and Trigger Conditions with YAML Configuration
  2. Add customized dictionaries of industry terms for each intelligence
  3. Enable long-term memory to save customer interaction history
  4. Setting threshold rules for exception to manual

Effectiveness evaluation

KPIs such as: response time, resolution rate, customer satisfaction, etc. can be monitored through built-in analytics tools to continuously optimize the workflow.

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