n8n: Talk to Your Google Sheets, Let Your Team Ask the Spreadsheet Questions in Plain English

Описание и применение

n8n позволяет команде быстро задавать вопросы Google‑Sheets на естественном языке, получая ответы за секунды без ручной фильтрации. Рабочий процесс использует OpenAI GPT‑4.1‑nano, хранит историю диалога и читает данные из таблицы, но не изменяет их. Время настройки около восьми минут, расходы минимальны, но арифметические расчёты требуют проверки.

Задача

Answering quick spreadsheet questions costs a partner 15 minutes and produces stale data.

Результат

The workflow reduces query time from minutes to seconds, eliminates manual filtering, and keeps the sheet read‑only for safety. Arithmetic queries may need human verification.

Рабочий процесс

• 1. Chat with Your Data node receives the user’s question.
• 2. Talk to Your Data node interprets the question and decides the action.
• 3. OpenAI Chat Model node processes the question using gpt‑4.1‑nano.
• 4. Memory node stores the conversation for context in follow‑ups.
• 5. Analyze Data node (Google Sheets Get Row(s)) reads the relevant rows and returns them to the chat.

Доказательства

Every small firm has the same spreadsheet. For a consulting practice it is the client roster: who the client is, who owns the account, the monthly retainer, the renewal month, and a status column that says Active, At Risk or Paused.

Источник

The template has five working nodes: Chat with Your Data, Talk to Your Data, OpenAI Chat Model, Memory, Analyze Data.

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The agent in this template cannot change your sheet, which is exactly what you want for a first deployment on real client data.

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Language models are good at finding the right rows and less reliable at arithmetic. Models also vary from run to run, so your answer may be right where mine was wrong, and the reverse.

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Setup time: about eight minutes once you have a key.

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