GitHub Blog·3yThe architecture of today’s LLM applications
Learn about the architecture of today's LLM applications, including the steps to build an LLM app, choosing the right LLM, customizing the LLM, setting up the app's architecture, and conducting online evaluations. Discover real-world impact examples of LLM apps in use.
Pointer·3ycpacker/MemGPT: Teaching LLMs memory management for unbounded context 📚🦙
MemGPT is a system that manages memory in language models to provide extended context. It can be used to create chatbots that can talk to SQL databases and local files. MemGPT can be run locally and has various commands for interaction.
Better Programming·3yHack Your Next Interview with Generative AI
An article discusses how to build a small application using Whisper for voice recognition and ChatGPT for text generation to assist in job interviews. It covers capturing speaker audio, speech-to-text conversion, answer generation, and creating a simple GUI using PySimpleGUI.
Machine Learning News·3yDocker Unveils ‘Docker AI’: A Game-Changer for Developer Productivity with Context-Aware Automation
Docker has introduced Docker AI, an AI-powered tool that offers context-specific, automated guidance to streamline development processes. It aims to enhance developer productivity and efficiency by providing targeted advice across the entire application stack. Docker AI focuses on elements like databases, language runtimes, and frontends, and taps into the collective knowledge of the Docker community.