Tech With Tim·1y5 AI Frameworks I Wished I Learned Earlier
The post discusses five AI frameworks: Lang chain for building LLM-based applications with ease, Lang flow for creating LLM apps using a visual editor, Olama for running LLMs locally, Llama Index for AI apps centered around enterprise data, and Hugging Face Transformers for easier handling of transformer models in NLP and other tasks. Each framework is briefly explained with the benefits and use cases highlighted.
Tech With Tim·1yI Learned Python By Building These Projects - Tutorial for Beginners
This post guides beginners through three Python projects: a trivia game, a random password generator, and a to-do list manager. Each project includes a detailed step-by-step explanation, thought process, and mini-challenges to reinforce learning. Additionally, signing up for the author's newsletter provides access to more practice questions and project ideas.
Tech With Tim·1yHow To Build an API with Python (LLM Integration, FastAPI, Ollama & More)
Learn how to build a simple Python API to control access to an LLM (large language model) like GPT using FastAPI. Discover the importance of securing API keys, setting up dependencies, and controlling API access to prevent unauthorized usage and curb costs. The guide walks you through running the LLM locally, setting up an API endpoint, and integrating API key authentication.
Tech With Tim·1yWhat does '__init__.py' do in Python?
Learn about the role and usage of the init.py file in Python projects. Understand the differences between modules and packages, how to organize code using packages, and how to handle imports effectively, including relative imports and advanced import patterns in nested packages.