How can I implement rate limiting in my AI application?
An example of an AI chatbot conversation about implementing rate limiting in AI applications.
How can I implement rate limiting in my AI application?
You can implement rate limiting by using techniques like token buckets or leaky buckets. Would you like examples?
Yes, please provide an example of a token bucket implementation.
Sure! In a token bucket, you allow a certain number of requests per time interval. For example, if you allow 5 requests per minute, you can add tokens to the bucket every 12 seconds.
What happens if the bucket is empty?
If the bucket is empty, further requests are denied until new tokens are added. This helps control the flow of requests.
Are there any libraries that can help with this?
Yes, libraries like express-rate-limit for Node.js or django-ratelimit for Python can simplify the implementation.
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