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

Tech With Tim 65,655 2 months ago
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AI models are powerful tools, and in order to use them securely, you need to control them using an API. I'm going to teach you how to write a very simple Python API to control access to a LLM or an AI model ? Check out PyCharm, the Python IDE for data and web professionals: https://jb.gg/pycharm-ide ? Free 3-Month Personal Subscription for PyCharm with “PyCharmWithTim”: https://jb.gg/redeem-coupon ? Join my Newsletter: https://techwithtim.net/newsletter ? Get private mentorship from me: https://training.techwithtim.net ? Video Resources ? Code in this video: https://github.com/techwithtim/API-For-Your-LLM/tree/main Ollama Download: https://ollama.com/download Postman Download: https://www.postman.com/ FastAPI Auth Video: https://www.youtube.com/watch?v=5GxQ1rLTwaU Ollama Full Tutorial: https://www.youtube.com/watch?v=UtSSMs6ObqY ⏳ Timestamps ⏳ 00:00 | Why Do You Need an API? 02:29 | Setting Up Ollama (Free & Local) 04:15 | Environment Setup 07:05 | Writing a Simple FastAPI Endpoint 09:53 | Testing the API 12:35 | Securing the API 17:57 | Testing the Secured API 19:22 | Calling the API From Python Hashtags #howtousellmasapi, #python #hostingllm #llmapi #llm #api #pythonapi

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