workflow: Zapier + Gemini for support routing instead of ChatGPT
Evaluating Gemini as the LLM in Zapier flows for faster on-prem inference and workspace integration. Want checklist for switching LLMs and prompt compatibility issues.
Best tools for this use case
Based on the workflow in this discussion, these tools are useful starting points to review.
Zapier
Best general-purpose automation layer for connecting tools and processes quickly.
Make
Powerful automation builder for advanced visual flow design and multi-step operations.
n8n
Technical automation platform with strong flexibility, control and AI workflow potential.
Answers
Approved replies, operator insight, and tactical follow-up from the community.
Quick checklist for switching LLMs (ChatGPT→Gemini) in Zapier flows:
- Confirm Zapier connector or use HTTP action with the new API/auth
- Map API params, rate limits, streaming & retry behavior
- Check context window/tokenization; chunk long inputs accordingly
- Translate system messages/prompt format and re-tune temperature/penalties
- Validate embeddings output shape and vector DB ingestion
- Add regression tests, latency/cost benchmarks, logging, and compliance checks
Compare ChatGPT vs Gemini: Compare ChatGPT and Gemini
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