what is the assistants api latency? We are experiencing 3-4 seconds response and higher when doing file_search
#assistants API latency
uneven cosmos
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Hi @uneven cosmos. I'm kapa.ai, your friendly support bot. I will try to answer your question by searching through the knowledge base. :wave:
The latency of the Assistants API can vary based on a number of factors, including the complexity of the request, the load on the API, and the specific features being used. From the knowledge sources provided, it appears that some users have reported latencies ranging from less than a second to over 20 seconds in some cases.
For example, one user reported an average response time of around 0.318 seconds, but also experienced timeouts on 25% of requests (source (https://community.openai.com/t/661499)). Another user reported delays of around 5 seconds (source (https://community.openai.com/t/817435)).
In terms of file search, there is no specific latency information provided in the knowledge sources. However, one user reported issues with the file search feature not correctly identifying content in PDF files (source (https://community.openai.com/t/793805)).
If you're experiencing high latencies, it might be worth considering some latency optimization strategies. For example, the OpenAI documentation suggests that splitting the prompt into two parts might help to process tokens faster, although this would also increase latency due to the need for two requests instead of one (source (https://platform.openai.com/docs/guides/latency-optimization)).