Best Local Development
Updated Daily
Ollama itself is not an IDE plugin, but it is the foundational utility that powers the best local AI experiences. It provides a simple, standardized CLI for downloading, running, and managing various open-source LLMs (like Llama 3, Mixtral) on your local machine. Its simplicity and ability to serve...
Ollama provides an incredibly streamlined interface for downloading and running various open-source LLMs, making CodeLlama instantly accessible. Pairing it with CodeLlama offers state-of-the-art code generation capabilities right on your machine. It is highly favored for its simplicity and rapid ite...
LocalAI is a powerful and versatile local LLM runner built around the idea of seamless model management. It excels in its intuitive interface, offering granular control over model parameters like temperature and top_p. It boasts excellent support for various quantization methods (including GPTQ) an...
This combination represents the gold standard for accessible local coding assistance. Ollama provides a simple, robust API layer, while CodeLlama offers specialized performance on code tasks. It is highly stable, easy to manage across different projects, and provides excellent context-aware suggesti...
ngrok is a command-line tool that creates secure tunnels from your local development environment to the public internet. It’s notably useful for exposing services like web servers, databases, or APIs for testing and demonstration purposes. Developers, particularly those working with webhooks and API...
This tool provides developers with a locally hosted AI assistant for managing code snippets. It facilitates productivity through intelligent suggestions and automated code generation, reducing reliance on external services. Designed for those seeking control over their development environment and wo...
While not designed for pure LLM throughput like dedicated NVIDIA cards, the M3 Max offers unparalleled power efficiency and unified memory architecture. For developers running smaller, highly quantized Llama 3 70B variants or focusing on the application layer rather than raw tensor math, it provides...
Direnv is an environment variable loader for your shell. It allows you to define environment variables that are automatically loaded and unloaded when you enter or leave a directory. This is incredibly useful for developers who work on multiple projects with different dependencies, API keys, or conf...
ChromaDB is highly favored by developers for its ease of use, especially in local development environments or smaller-scale projects. It can function both as an embedded database (great for quick testing) and as a client-server instance. Its simplicity and open-source nature make it a fantastic, low...
This configuration targets the power user or small research lab needing maximum local compute power without the scale of a full data center. Multiple RTX 6000 Ada cards provide substantial VRAM and excellent performance for fine-tuning or running Llama 3 70B for smaller teams. It balances raw power...
Jan is a self-hosted open source AI assistant designed for local use. It provides a GPT-alternative experience running on desktop computers. This allows developers and users to utilize an API for tasks like code completion and assistance within tools such as JetBrains IDEs. Jan offers a private and...
This advanced configuration involves connecting the JetBrains AI Assistant to a locally hosted model (like those run via Ollama). It merges the superior IDE understanding of JetBrains with the absolute privacy of local LLMs. This is for the expert developer who needs the best of both worlds: deep ID...
TabbyAPI is an open-source Python application that provides a locally hosted API server compatible with OpenAI’s interface. It facilitates development using LLMs from LM Studio, enabling offline experimentation and integration with other applications. This tool is particularly useful for developers...
Colima is a tool designed for developers seeking to run Kubernetes clusters directly on their machines. It facilitates local development and experimentation with large language models by offering a streamlined Docker-based environment. Users benefit from simplified cluster management ideal for those...
CodeGemma via Ollama provides a self-hosted option for running Google’s Gemma AI model designed specifically for code generation and completion. This allows developers to utilize Gemma locally, facilitating experimentation and development without relying on external services. It's particularly usefu...
