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Pattern Analyzer
0 feedbacks
AI-LITE: TF-IDF + KMeans on Cloud Functions. Groups all feedbacks by root-cause patterns.
Analyzing feedbacks...
Click Analyze Patterns to group all feedbacks by AI patterns.
| Pattern | Count | Primary Suspect | Secondary Suspect | Example Title | FB IDs |
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Deep Code Analyzer LOCAL LLM
Local LLM: checking...
Reads actual codebase (4931 chunks from lib/ + functions/) + feedbacks. Finds real file:line suspects via TF-IDF code search, or full LLM reasoning if Ollama is awake ( qwen2.5-coder ). 100% local, $0. For prod admin.qagenies.com (HTTPS), expose Ollama via ngrok http 11434 or cloudflared tunnel --url http://localhost:11434 and paste HTTPS URL below.
for prod HTTPS, paste ngrok https URL
Deep analyzing codebase...
Click Wake Local AI then Deep Analyze to find file:line root causes.
| Pattern | Count | Primary Code Suspect | Secondary Code Suspect | Reasoning | Summarized | Example Title |
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Deep Analyzer Chat — ask about these patterns with codebase context
Ask me about these patterns — e.g., "Explain Pattern_03 ad reward" or "Where is export wired?" — I'll read code and answer with proof.
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