Frequency Optimization Program
Optimize for Google Gemini's 1,000 free daily limit by:
- Cache Layer Extensions: Modification
gemini-core.jsfile, add Redis to cache repeat request results (TTL recommended to be set to 24 hours) - Request batch processing: Combine multiple cues into a single API request, taking advantage of Gemini 2.5 Pro's context length
- Hybrid authentication model: Simultaneous configuration
GOOGLE_API_KEYenvironment variables and OAuth tokens, the system will prioritize the authentication method with the larger amount remaining - Local log analysis: By
--log fileParameter logging of high-frequency requests, optimized prompt word design to reduce invalid calls
Advanced options are available by signing up for a Google AI Studio enterprise account for a higher quota, or through theGOOGLE_GENAI_USE_VERTEXAI=trueEnable commercial APIs.
This answer comes from the articleGemini-CLI-2-API: Converting the Gemini CLI to an OpenAI-compatible Native API ServiceThe
May not be reproduced without permission:AI productivity tools " How to solve the problem of insufficient frequency of Gemini API calls during local development?
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