Developer Builds Free Local-AI Tool to Turn Shopify Reviews Into Business Insights

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A developer has created the E-Commerce Review Insight Engine, a standalone dashboard that lets online store owners upload CSV files of customer reviews. The tool uses open-weight AI models such as Llama 3.2 and Gemma 2, run locally through Ollama, to surface top praises, main complaints, and an actionable business plan. The project was built in Python with Streamlit and Pandas and was submitted to a Hacktoberfest open-source AI challenge. The developer argues that running models locally avoids recurring API token costs and keeps sensitive customer data off third-party cloud servers.

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