InsightFlow (Insight Flow) - MVP Edition

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InsightFlow MVP is a lightweight AI market analysis script that drives GLM-4.7 model to output high-quality industry research briefs through carefully designed structured prompts. Target Users: Personal developers/analysts needing to quickly validate GLM-4.7's potential in research report generation. Scenario: Input industry keyword (like 'coffee chain'), directly generate Markdown report with market size and competitor analysis.

Core Stack: LLM: GLM-4.7 (Zhipu AI) leveraging strong long-text and logical reasoning capabilities. Language: Python 3.10+. Core Logic: Prompt Engineering replacing complex Agent orchestration. Dependencies: zhipuai (official SDK). Minimal Viable Network: To meet hackathon Task 2 (multi-agent collaboration) while keeping MVP simple, we designed 'Dual-Core Confrontation Mode': Analyst (Main Analyst) generates report core content. Critic (QC) simulates demanding users, checks report logical flaws and suggests modifications.

Analyst (Main Analyst): Generates report core content. Critic (QC): Simulates demanding users, checks report logical flaws and suggests modifications.