French Fitness Coach on Telegram
Chat in French on Telegram for fitness coaching with voice notes, diet logs, and workout scheduling.
What it does
Get a personal French-speaking fitness and nutrition coach directly inside your Telegram chat that handles both text and voice messages. The system transcribes your audio notes, remembers your training history and diet logs from Google Sheets, and generates tailored coaching advice to help you reach your goals. You can also ask it to schedule specific workout sessions on your calendar for later in the week.
Step by step
- Set up a Telegram bot webhook to receive incoming text and audio messages from users.
- Configure an OpenAI Whisper model endpoint to transcribe voice notes into text before processing.
- Create a Google Sheets API service account with read/write permissions for the fitness log spreadsheet.
Where the LLM does the work
- Prompt the Anthropic model to analyze training history and generate personalized workout plans based on user goals.
- Instruct the LLM to extract specific date, time, and duration details from natural language requests to create calendar events.
- Use the chat model to maintain a conversational tone that adapts coaching advice as the user progresses through their fitness journey.
Watch out for
Audio transcription often fails on noisy environments, so add a fallback prompt asking users to re-record clearly if confidence is low.
Calendar creation requires strict permission scopes, so ensure the service account has 'https://www.googleapis.com/auth/calendar' explicitly granted.
Tools that fit
Anthropic Chat Model LLM generating French fitness and nutrition coaching responses
The agent brief
Everything your agent needs, including the gotchas. Copy it and go.
You are helping me build the following AI agent workflow. ## Goal French Fitness Coach on Telegram: Chat in French on Telegram for fitness coaching with voice notes, diet logs, and workout scheduling. ## Specification - What it does: Get a personal French-speaking fitness and nutrition coach directly inside your Telegram chat that handles both text and voice messages. The system transcribes your audio notes, remembers your training history and diet logs from Google Sheets, and generates tailored coaching advice to help you reach your goals. You can also ask it to schedule specific workout sessions on your calendar for later in the week. - Trigger: Triggered by an event (Event · on new Telegram message) - Autonomy: Fully hands-off - Expected setup effort: about an afternoon - Tools/services involved: - Telegram: receiving text and voice messages from users - OpenAI: transcribing voice notes into text - Anthropic Chat Model: generating French fitness and nutrition coaching responses - Google Sheets: logging workouts, meals, and storing user profiles - Google Calendar: scheduling workout sessions based on user requests ## Known pitfalls, handle each one explicitly in your implementation 1. Audio transcription often fails on noisy environments, so add a fallback prompt asking users to re-record clearly if confidence is low. 2. Calendar creation requires strict permission scopes, so ensure the service account has 'https://www.googleapis.com/auth/calendar' explicitly granted. ## Reference implementation https://n8n.io/workflows/16610 (workflow template) Fetch and inspect this before building. If it matches my stack, adapt it; if not, rebuild the pattern with my tools. ## Process requirements 1. Before building: ask me which of the listed tools I actually use and what my platform is (n8n / Make / code / other). Do not assume. 2. Adapt the pattern to my answers; do not force the reference stack. 3. Address every pitfall above; tell me how you handled each. 4. Provide a test plan I can run before letting this touch real data. 5. Ask before any step that sends messages, modifies data, or spends money. Source: https://usecasesforagents.com/use-case/french-fitness-coach-on-telegram/ via usecasesforagents.com
Frequently asked questions
Can I use a different Messaging than Telegram?
Yes. Telegram is only the example messaging in this recipe. The same flow works with ClickSend API, Discord, Google Chat and LINE Messaging API. Swap the messaging connection and keep the rest of the setup as written.
Want this running in your business?
This is what I do. I design and build AI agents like this one, and keep them running. If you want it set up for your team instead of doing it yourself, get in touch.
Who it's for
Built for anyone who wants this off their own plate, no team or company required.