New blocks

Claude 3.5 Sonnet

Anthropic's previous most intelligent model

deepseek-r1 8b

DeepSeek-R1 achieves performance comparable to OpenAI-o1 across math, code, and reasoning tasks

qwen2.5-coder 3b

deepseek-r1

DeepSeek-R1 achieves performance comparable to OpenAI-o1 across math, code, and reasoning tasks

deepseek-r1 8b

DeepSeek-R1 achieves performance comparable to OpenAI-o1 across math, code, and reasoning tasks

Foundry Documentation

Foundry is a blazing fast, portable and modular toolkit for Ethereum application development written in Rust. Foundry consists of: - Forge: Build, test, fuzz, debug and deploy Solidity contracts, like Hardhat, Brownie, Ape. - Cast: A Swiss Army knife for interacting with EVM smart contracts, sending transactions and getting chain data. - Anvil: Fast local Ethereum development node, akin to Hardhat Network, Tenderly. - Chisel: Fast, utilitarian, and verbose Solidity REPL.

Use Unified Diff for Apply

This block can be used to encourage models to use a Unified Diff format when generating code blocks off of existing code. Using the Apply feature with this format will be quicker and more token efficient.

Jupyter learning rules

PyTorch Rules

chinese

Please speak Chinese, not pinyin

Claude 3.7 Sonnet

DeepSeek-V3

qwen2.5-coder 7b

The latest series of Code-Specific Qwen models, with significant improvements in code generation, code reasoning, and code fixing

PyTorch Rules

Codebase Context

Discord Docs

Discord Documentation

Gemini 2.0 Flash LongContext

Gemini's newest multimodal model, with next generation features and improved capabilities

Apple Docs

Apple Developer Documentation

o3-mini

OpenAI's most recent small reasoning model, providing high intelligence at the same cost and latency targets of o1-mini

prompts/编写程序

CodeGate o3-mini

CodeGate OpenAI o3-mini

Codegate 3.7 Sonnet

Codegate enabled Claude 3.7 Sonnet

Flask localhost apps

Custom rules

OpenTelemetry Documentation

OpenTelemetry, also known as OTel, is a vendor-neutral open source Observability framework for instrumenting, generating, collecting, and exporting telemetry data such as traces, metrics, and logs. As an industry-standard, OpenTelemetry is supported by more than 40 observability vendors, integrated by many libraries, services, and apps, and adopted by numerous end users.

Kubernetes Documentation

Kubernetes is an open source container orchestration engine for automating deployment, scaling, and management of containerized applications. The open source project is hosted by the Cloud Native Computing Foundation (CNCF).

Docker Documentation

Containerize applications

Terraform Documentation

Infrastrucuture as code

LiteLLM Documentation

OpenAI Proxy Server (LLM Gateway) to call 100+ LLMs in a unified interface & track spend, set budgets per virtual key/user

Ragas Documentation

Ragas is a library that provides tools to supercharge the evaluation of Large Language Model (LLM) applications. It is designed to help you evaluate your LLM applications with ease and confidence.

MLFlow Documentation

MLflow is an open-source platform, purpose-built to assist machine learning practitioners and teams in handling the complexities of the machine learning process. MLflow focuses on the full lifecycle for machine learning projects, ensuring that each phase is manageable, traceable, and reproducible.

UV Documentation

An extremely fast Python package and project manager, written in Rust.

Ruff Documentation

An extremely fast Python linter and code formatter, written in Rust.

JAX Documentation

JAX is a Python library for accelerator-oriented array computation and program transformation, designed for high-performance numerical computing and large-scale machine learning.

DSPy Documentation

DSPy is the framework for programming—rather than prompting—language models. It allows you to iterate fast on building modular AI systems and offers algorithms for optimizing their prompts and weights, whether you're building simple classifiers, sophisticated RAG pipelines, or Agent loops.

TensorRT Documentation

NVIDIA TensorRT is an SDK that facilitates high-performance machine learning inference. It complements training frameworks such as TensorFlow, PyTorch, and MXNet. It focuses on running an already-trained network quickly and efficiently on NVIDIA hardware.