HisabMate: A Local-First, AI-Assisted Digital Bahi-Khata for Indian Microbusinesses

说明与用途

HisabMate 是一个本地优先的数字账本，面向印度微型企业，使用本地 LLM 提供交易建议，确保整数派斯精确计算，支持 CSV 导出，并将数据保存在业主机器上。

问题

Traditional handwritten credit ledgers in Indian microbusinesses are fragile, prone to smudging, missing entries, and disputes over balances.

结果

HisabMate provides a reliable, searchable, and exportable digital ledger for microbusinesses while keeping data local and avoiding third‑party cloud dependencies.

工作流

• Install frontend dependencies with npm
• Run backend to auto‑create SQLite schema
• Configure Ollama with llama3.2:3b
• Use the web UI to add customers and record transactions
• AI proposes transaction details from natural language input
• Confirm or reject AI proposals before committing to ledger
• Export filtered ledger to CSV
• Review ledger via customer‑specific or daily views

证据

HisabMate is a local‑first, AI‑assisted bahi‑khata for Indian microbusinesses.

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The model proposes and the code decides.

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Integer paise, never floats.

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Model output is a proposal only.

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I used GitHub Copilot Chat in VS Code, primarily in Agent mode, as a coding assistant throughout HisabMate's development.

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