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[WIP] Add privacy-first multi-agent system for emotional text analysis#1

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copilot/create-emotional-text-analyzer
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[WIP] Add privacy-first multi-agent system for emotional text analysis#1
Copilot wants to merge 2 commits intomainfrom
copilot/create-emotional-text-analyzer

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Copilot AI commented Feb 9, 2026

Implementation Plan for Local CrewAI Emotion Analyst

  • Set up project structure with required directories
  • Create requirements.txt with dependencies (CrewAI, Ollama, LangChain, Pandas)
  • Implement data ingestion module for loading emotion datasets
  • Implement data cleaning module using LLM agents
  • Implement emotion classification module with CrewAI agents
  • Implement emotion analysis module for insights generation
  • Create main orchestration script to coordinate all agents
  • Add configuration file for Ollama/Qwen2.5 settings
  • Create sample dataset for testing
  • Update README with setup instructions and usage guide
  • Add .gitignore for Python projects
  • Test the complete pipeline end-to-end
Original prompt

A privacy-first multi-agent system that autonomously ingests, cleans, classifies, and analyzes emotional text datasets using coordinated LLM agents to generate actionable insights without external APIs. | Python, CrewAI, Ollama (Qwen2.5), LangChain, Pandas | Agentic AI / NLP / Data Science


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