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AI

Typed LLM API Use TypeScript types to enforce a schema on LLM output

Model API Gateway Call over 20+ LLMs from a single API. For a WebGPU powered Llama-2 playground, see thiggle

Structured LLM Completion APIs Structured LLM completion APIs. Generate text with LLMs that conform to regex patterns, context-free grammars, or classification.

@react-llm/headless Easy-to-use headless React Hooks to run LLMs in the browser with WebGPU. All inference happens clientside in the browser. See chat.matt-rickard.com for a live example.

LLaMaTab A Chrome Extension that uses @react-llm/headless to run a LLM entirely in the browser. Load the model once and run on any site.

ReLLM Exact structure out of any LLM by constraining pre-generation logits with regex. ParserLLM is an extension to ReLLM that constrains LLMs to only generating a specific context-free grammar (e.g., JSON).

openlm a drop-in OpenAI-compatible Python library that can call LLMs from any other hosted inference API. OpenLM takes in the same parameters as the openai.Completion class and and outputs a similarly structured result.

llm.ts A TypeScript equivalent of OpenLM that works in any JS environment (browser, node, deno)

ScapeNet osrs-ocr Fine-tuned object recognition and OCR models for the MMORPG Old School RuneScape

Dist. Systems

minikube - Run Kubernetes locally

skaffold - Define, develop, and run multi-deployment applications with Kubernetes

kubeflow - Machine Learning Toolkit for Kubernetes

distroless - Built a package manager for adding APT packages into distroless containers

minikube-kvm - Virtualization backend for minikube to run KVM machines on Linux

virgo - Graph-based Declarative Configuration Language

mockerfile - Docker buildable alternative BuildKit frontend in YAML

docker-merge - Merge Docker images like git branches

matt-rickard.com

12-05 Pseudonyms in American History

12-04 Fairchildren

12-03 ChatGPT After One Year

12-02 McNamara Fallacy

12-01 Data Quality in LLMs

11-30 Discord and AI GTM

11-29 Standard Causes of Human Misjudgment (Munger)

11-28 The Unreasonable Effectiveness of Monte Carlo

11-27 Razor and Blades Model

11-26 Drawbacks of Moving to the Edge

Matt Rickard's Projects

blog-embeddings icon blog-embeddings

Script to generate embeddings from a blog and use GPT-3.5 to categorize the embedding space

buildkit icon buildkit

concurrent, cache-efficient, and Dockerfile-agnostic builder toolkit

charts icon charts

Curated applications for Kubernetes

cloudcats icon cloudcats

CloudCats is an example of using node.js and various Google Cloud APIs and services to solve the greatest question of our time: do developers prefer dogs or cats.

coffeelog icon coffeelog

Sample multi-tier cloud-native application hosted on Google Kubernetes Engine (GKE)

community-1 icon community-1

Information about the Kubeflow community including proposals and governance information.

containerregistry icon containerregistry

A set of Python libraries and tools for interacting with a Docker Registry.

contrib icon contrib

This is a place for various components in the Kubernetes ecosystem that aren't part of the Kubernetes core. Consider creating a new repo instead.

cri-o icon cri-o

Open Container Initiative-based implementation of Kubernetes Container Runtime Interface

distribution icon distribution

The Docker toolset to pack, ship, store, and deliver content

dns icon dns

Kubernetes DNS service

docker-merge icon docker-merge

Docker images as git repositories, so you can merge them.

eips icon eips

The Ethereum Improvement Proposal repository

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