I'm looking for recommendations on the best AI API for processing and analyzing live data—data that is continuously updated in real-time. Ideally, the API should handle:
- Streaming data input (WebSockets, Kafka, etc.)
- Fast inference speed
- Scalability for high-frequency updates
- Support for various AI models (e.g., NLP, image processing, predictive analytics)
- Easy integration with cloud platforms (AWS, GCP, Azure, etc.)
I've come across OpenAI, Google Vertex AI, and AWS Bedrock, but I'm curious if there are better options, especially for real-time analytics.
What are your experiences with these or other AI APIs? Any pros and cons I should consider?
Thanks in advance!
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