Talk2Invoice: Turn a Job Note Into a Client-Ready Draft With Open-Weight AI

说明与用途

Talk2Invoice 让独立工人能够快速将简短的工作笔记转换为客户可用的发票草稿，使用本地 LLM 并将数据保存在用户设备上。

问题

Independent service workers need a quick way to convert a brief job note into a client‑ready invoice draft without learning complex accounting software.

结果

The prototype demonstrates that a local LLM can suggest invoice fields from a job note, reducing manual entry time and keeping data on the user’s device.

工作流

• 1. User types or dictates a job note.
• 2. Selects currency (16 options) and draft language (7 options).
• 3. Sends note to a local Ollama model (Qwen2.5‑1.5B).
• 4. Model returns structured JSON with client and line items.
• 5. App populates editable form; user can adjust rates, add tax, and review fields.
• 6. User prints or saves the finalized PDF.

证据

Talk2Invoice helps an independent service worker turn a short note about a finished job into a client-ready invoice draft.

来源

The person can type a note or use optional browser dictation, choose one of 16 currencies and one of seven draft languages… then ask an open-weight model to suggest the client and line items.

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The UI is plain JavaScript served by a small Node.js server. When a user requests a draft, the server calls an Ollama-compatible local model and requests structured JSON.

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The recommended model is Qwen2.5 1.5B, an open-weight, multilingual model available through Ollama.

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Talk2Invoice does not record or upload audio itself.

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