The Daily Index — Thursday, May 18, 2023 · TLDR Index

Repositories, courses and useful tools

Resources & Tools

TLDR · GitHub repository

DIFY

Dify is an LLMOps platform designed to help people create sustainable, AI-native applications. It offers out-of-the-box applications that can serve as Backend-as-a-Service APIs. Dify can help streamline operations with its single interface for prompt engineering, visual analytics, and continuous improvement. It is compatible with Langchain.

github.com

TLDR · GitHub repository

JUNODB

JunoDB is a key-value store that provides single-digit millisecond latency at any scale.

github.com

TLDR AI · GitHub repository

STARCODER IN GGML

GGML is a framework for running 4-bit quantized models on the CPU. This means you can run really large models locally on your laptop. Starcoder is one of the very best open source program synthesis models. Scoring very well on the challenging OpenAI human eval benchmark. This pull request adds that model to the GGML framework which means you can run starcoder on commodity hardware.

github.com

TLDR AI · GitHub repository

SMOL-DEVELOPER

An AI-powered “junior developer” programming assistant.

github.com

TLDR AI · GitHub repository

NUMBERS EVERY LLM DEV SHOULD KNOW

A set of numbers for LLM developers to know that are useful for back-of-the envelope calculations.

github.com

TLDR Web Dev · GitHub repository

GARPH

Garph is a GraphQL schema-builder for TypeScript that provides a GraphQL compatibility layer and type-safety primitives for any TypeScript project.

github.com

TLDR Web Dev · Tool

GPT4ALL CHAT CLIENT

The GPT4All Chat Client lets you easily interact with any local large language model. It is optimized to run 7-13B parameter LLMs on the CPU's of any computer running OSX/Windows/Linux.

docs.gpt4all.io

TLDR Crypto · GitHub repository

CONTRACT DIFF TOOL

The Contract Diff Tool is a multi-chain tool that allows for the comparison of contracts across around 300 chains. It offers automatic source code fetching, multifile support, formatting, and diff summaries.

github.com