v1.0.0 — AI Semantic Analyzer
LLM-Powered CSV/Excel Text Classification & Sentiment Analysis Pipeline.
AI-powered semantic text analysis for CSV & Excel files. Batch sentiment analysis, text classification, survey response processing, and customer feedback extraction — 5,000+ rows per hour.
Features:
- Multi-LLM support: DeepSeek V3, GPT-4, Claude, Ollama
- Semantic classification (custom categories)
- Sentiment analysis (positive/negative/neutral with confidence)
- Survey response coding (open-ended → structured)
- Batch processing with progress tracking
- Export to CSV/Excel with analysis columns
Quick start:
- pip install -r requirements.txt
- Set LLM API key in .env (OPENAI_API_KEY or DEEPSEEK_KEY)
- python analyzer.py --input data.csv --output analyzed.csv
Use cases:
- Customer feedback analysis
- Survey response coding
- Support ticket categorization
- Lead description enrichment
- Review sentiment tracking
Part of Hermes Agent Ecosystem: https://github.com/Maatq1544/hermes-ecosystem
License: MIT