How To Build an API with Python (LLM Integration, FastAPI, Ollama & More)

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This is exactly the video I was looking for since I wanted to do an llm integration side project and voila there's a new video posted by Tim

Very clear and simple to follow. Makes total sense of why the LLM access could/should be done with an API in the middle. Cost savings/controls. Thanks Tim.

love this approach I actually started doing the same with genum ai to wrap my models it’s so much safer and easier to scale when you build that API layer early

Another day, another good content by Tim! I've been your subscriber way back you only have only 3k+, I am not surprised you have now 1M+ subscribers! Kudos!

Excellent. Great pacing, clearly spoken and communicated. Thanks, Tim!

Well done, very clear (for someone with the expected level of background).

I love this kind of videos with longer explanations. Great one Tim

This is new to me. Thanks so much, Tim.

Love it tim! my only issue with that is storing keys in a dict is a problem since it's still in memory, so for production needs it needs to be stored in a place with long term storage, I don't know if it "feels right" storing tokens in a db. but If you do have a neat solution, I'm happy to hear.