The Daily Index — Thursday, August 10, 2023 · TLDR Index

Repositories, courses and useful tools

Resources & Tools

TLDR AI · GitHub repository

A NEW METHOD FOR IMPROVING STUDENT NETWORKS IN COMPUTER VISION

Deep neural networks have excelled in computer vision, but faster inference times are needed. This paper introduces the Inter-Class Similarity Distillation method and an Adaptive Loss Weighting strategy for better knowledge transfer from a teacher network to a student one.

github.com

TLDR AI · GitHub repository

INTEGRATE PRIVATE DATA INTO LLMS WHILE PRESERVING PRIVACY

Generative AI systems have grown with the help of Large Language Models. The SimplyRetrieve open-source tool offers a user-friendly way to integrate private data into these systems without extra tuning using the Retrieval-Centric Generation approach. It promises enhanced AI performance while ensuring privacy.

github.com

TLDR AI · GitHub repository

MAGENTIC

Magentic makes it easy to integrate Large Language Models (LLMs) into your Python code. Treat prompt templates as functions, using type annotations to specify structured output. Then, seamlessly mix LLM queries and function calling with regular Python code to create complex LLM-powered functionality.

github.com

TLDR AI · GitHub repository

API2AI

Create an API assistant from any OpenAPI spec.

github.com

TLDR Web Dev · Tool

REFINE

Open-source Retool for Enterprise. Build your internal tools, admin panels, dashboards, and B2B apps with flexibility in mind.

refine.dev

TLDR Web Dev · Tool

NPMGRAPH

A website to easily see the dependency graph of NPM modules.

npmgraph.js.org