ai
The framework for programming—not prompting—language models
DSPy is a declarative framework for building modular AI software. It allows you to iterate fast on structured code, rather than brittle strings, and offers algorithms that compile AI programs into effective prompts and weights for your language models, whether you're building simple classifiers, sophisticated RAG pipelines, or Agent loops.
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Use Kiota to generate API clients to call any OpenAPI-described API.
Kiota is a command line tool for generating an API client to call any OpenAPI described API you are interested in. The goal is to eliminate the need to take a dependency on a different API SDK for every API that you need to call. Kiota API clients provide a strongly typed experience with all the features you expect from a high quality API SDK, but without having to learn a new library for every HTTP API.
visualize, debug, get AI help for Python, Java, C, C++, and JavaScript.
Python Tutor helps you do programming homework assignments in Python, Java, C, C++, and JavaScript. It contains a unique step-by-step visual debugger and AI tutor to help you understand and debug code.
Simple, unified interface to multiple Generative AI providers.
aisuite makes it easy for developers to use multiple LLM through a standardized interface. Using an interface similar to OpenAI's, aisuite makes it easy to interact with the most popular LLMs and compare the results. It is a thin wrapper around python client libraries, and allows creators to seamlessly swap out and test responses from different LLM providers without changing their code. Today, the library is primarily focussed on chat completions. We will expand it cover more use cases in near future.
Segment Anything Model (SAM): a new AI model from Meta AI that can "cut out" any object, in any image, with a single click.
SAM is a promptable segmentation system with zero-shot generalization to unfamiliar objects and images, without the need for additional training.
Skills are reusable capabilities for AI agents. Install them with a single command to enhance your agents with access to procedural knowledge.
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Run AI with an API. Run and fine-tune open-source models. Deploy custom models at scale. All with one line of code.
Thousands of models contributed by our community. All the latest open-source models are on Replicate. They’re not just demos — they all actually work and have production-ready APIs.
AI shouldn’t be locked up inside academic papers and demos. Make it real by pushing it to Replicate.
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Free AI Gateway for Multi-Provider LLMs.
Never stop coding. Free AI gateway: one endpoint, 231+ providers (50+ free), connect Claude Code, Codex, Cursor, Cline & Copilot to FREE Claude/GPT/Gemini. RTK+Caveman stacked compression saves 15-95% tokens, smart auto-fallback, MCP/A2A, multimodal APIs, Desktop/PWA.
Design with the agent already on your laptop.
🎨 Local-first, open-source alternative to Anthropic's Claude Design. ⚡ 19 Skills · ✨ 71 brand-grade Design Systems 🖼 Generate web · desktop · mobile prototypes · slides · images · videos · HyperFrames 📦 Sandboxed preview · HTML/PDF/PPTX/MP4 export 🤖 Runs on Claude Code / Codex / Cursor / Gemini / OpenCode / Qwen / Copilot / Hermes / Kimi CLI.
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A real-time chat application integrated with N8N workflows for automated responses and processing.
The version control system for AI agents. Embeddable version control system for AI agents.
Lix is a version control system that can be imported as a library. Use it to, for example, enable human-in-the-loop workflows for AI agents like diffs and reviews.
On-device AI across mobile, embedded and edge for PyTorch
ExecuTorch is an end-to-end solution for enabling on-device inference capabilities across mobile and edge devices including wearables, embedded devices and microcontrollers. It is part of the PyTorch Edge ecosystem and enables efficient deployment of PyTorch models to edge devices.
Video-Based AI Memory 🧠📹.
Video-based AI memory library. Store millions of text chunks in MP4 files with lightning-fast semantic search. No database needed.
Memvid revolutionizes AI memory management by encoding text data into videos, enabling lightning-fast semantic search across millions of text chunks with sub-second retrieval times. Unlike traditional vector databases that consume massive amounts of RAM and storage, Memvid compresses your knowledge base into compact video files while maintaining instant access to any piece of information.
Backend ressources for Albert. Albert, also known as LIA (Legal Information Assistant), is a conversational agent that uses official French data sources to answer administrative agents questions.
AI for Large Codebases
The first AI-native code platform that gives large projects compiler-grade context, so LLMs stay useful even when your repo spans millions of lines.
Brokk (the Norse god of the forge) is the first code assistant that understands code semantically, not just as chunks of text. Brokk is designed to allow LLMs to work effectively on large codebases that cannot be jammed entirely into working context.
Open Source Data Labeling.
The most flexible data labeling platform to fine-tune LLMs, prepare training data, or evaluate AI systems. Label Studio is a multi-type data labeling and annotation tool with standardized output format. Label Studio is an open source data labeling tool. It lets you label data types like audio, text, images, videos, and time series with a simple and straightforward UI and export to various model formats. It can be used to prepare raw data or improve existing training data to get more accurate ML models.
Annotate plans. Not in the terminal. Visual Plan Review for Claude Code
Interactive Plan Review for coding agents. Mark up and refine plans visually, share for team collaboration. Works with Claude Code, OpenCode, and Pi. Annotate and review coding agent plans visually, share with your team, send feedback to agents with one click. Interactive Plan Review for AI Coding Agents. Mark up and refine your plans using a visual UI, share for team collaboration, and seamlessly integrate with Claude Code, OpenCode, Pi, and Codex.
Your agentic CLI developer.
Sidekick is an agentic CLI-based AI tool inspired by Claude Code, Copilot, Windsurf and Cursor. It's meant to be an open source alternative to these tools, providing a similar experience but with the flexibility of using different LLM providers while keeping the agentic workflow.
Semantic search for agents.
A calm, CLI-native way to semantically grep everything, like code, images, pdfs and more.
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Neuro.js is machine learning framework for building AI assistants and chat-bots.
The Open-Source AI Visibility & GEO Tracker.
Free and open source. Track how your brand appears inside ChatGPT, Gemini, Perplexity, Claude, and Google AI Overview while using your own accounts, on your own infrastructure.
📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.
Curated papers, articles, and blogs on data science & machine learning in production. ⚙️
The open source control plane for AI inference.
Modelplane is software you install and run in your own environment to orchestrate models, the serving stack, and the infrastructure underneath across cloud, neocloud, and on-premise. It runs any model on any engine on any infrastructure, from a single GPU to disaggregated, multi-node deployments. Built on Crossplane, it is an active system that continuously reconciles your fleet toward the state you declare: provisioning inference clusters, scheduling deployments onto compatible clusters, scaling replicas, caching weights, and routing traffic.
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AI Invisible Companion.
Amurex is your simple yet powerful AI meeting assistant that seamlessly integrates into your workflow. Built with cutting-edge AI, Amurex ensures you never miss a detail, always stay on top of action items, and make every meeting more productive.
Claude Code IDE integration for Emacs.
Claude Code IDE for Emacs provides native integration with Claude Code CLI through the Model Context Protocol (MCP). Unlike simple terminal wrappers, this package creates a bidirectional bridge between Claude and Emacs, enabling Claude to understand and leverage Emacs’ powerful features—from LSP and project management to custom Elisp functions. This transforms Claude into a true Emacs-aware AI assistant that works within your existing workflow and can interact with your entire Emacs ecosystem.
TraceRoot is an open-source debugging platform that helps engineers fix production issues 10x faster by combining structured traces, logs, and source code context with AI-powered analysis.
Use AI to transform your messy commit history into clean, logical commits that reviewers will love.
Git Smart Squash uses AI to automatically organize your changes into logical, well-structured commits in seconds.
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Monitor your security cameras with locally processed AI. NVR with realtime local object detection for IP cameras.
Frigate is an open source NVR built around real-time AI object detection. All processing is performed locally on your own hardware, and your camera feeds never leave your home.
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Open Description Standard for AI Models.
An open description standard for defining cross-platform, multi-format AI models.
Get up and running with large language models, locally. Run Llama 2 and other models on macOS. Customize and create your own.
An open source conversational AI framework. DeepPavlov makes it easy for beginners and experts to create dialogue systems.
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The fast, Pythonic way to build MCP servers and clients.
The Model Context Protocol (MCP) is a new, standardized way to provide context and tools to your LLMs, and FastMCP makes building MCP servers and clients simple and intuitive. Create tools, expose resources, define prompts, and more with clean, Pythonic code.
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Crafting Effective Prompts for Agentic AI Systems: Patterns and Practices.
🧠 Curated collection of system prompts for top AI tools. Perfect for AI agent builders and prompt engineers. Incuding: ChatGPT, Claude, Perplexity, Manus, Claude-Code, Loveable, v0, Grok, same new, windsurf, notion, and MetaAI.
Enable generative AI applications to automate multistep tasks by seamlessly connecting with company systems, APIs, and data sources.
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Browser automation without the drama. Browser automation for AI agents and humans.
Vibium is browser automation infrastructure built for AI agents. A single binary handles browser lifecycle, WebDriver BiDi protocol, and exposes an MCP server — so Claude Code (or any MCP client) can drive a browser with zero setup. Works great for AI agents, test automation, and anything else that needs a browser.
Build your agent team in OpenClaw with one command.
You don't need to hire a dev team. You need to define one. Antfarm gives you a team of specialized AI agents — planner, developer, verifier, tester, reviewer — that work together in reliable, repeatable workflows. One install. Zero infrastructure.
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AI-powered writing tool that helps you organize ideas and craft better arguments by asking mind-stimulating questions like Socrates
This document proposes a standardized vocabulary for expressing preferences related to how digital assets are used by automated processing systems. This vocabulary allows for the creation of structured declarations about restrictions or permissions for use of digital assets by such systems.
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Laravel Boost accelerates AI-assisted development by providing the essential context and structure that AI needs to generate high-quality, Laravel-specific code.
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Fleur is the app store for Claude. The easiest way to discover and install MCPs.
Fleur is a desktop application that serves as an app marketplace for MCPs. It allows you to discover, install, and manage apps that extend the functionality of Claude Desktop and Cursor.
All without having to use a command line. Fleur is made for non-technical users in mind, but is open-source and extensible so developers can make it their own.
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Up-to-date developments and analyses of the EU AI Act.
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Agentic review of Linux Kernel code changes.
Sashiko is an agentic Linux kernel code review system. It uses a set Linux kernel-specific prompts and a special protocol to review proposed Linux kernel changes. Sashiko can ingest patches from mailing lists or local git. It's fully self contained (doesn't use any external agentic cli tools) and can work with various LLM providers.
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Train your AI self, amplify you, bridge the world.
an open-source prototype where you craft your own AI self—a new AI species that preserves you, delivers your context, and defends your interests.
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Daily Earth Data to See Change and Make Better Decisions. Planet provides daily satellite data that helps businesses, governments, researchers, and journalists understand the physical world and take action.
🪄 Create rich visualizations with AI
Data Formulator is an application from Microsoft Research that uses large language models to transform data, expediting the practice of data visualization.
Data Formulator is an AI-powered tool for analysts to iteratively create rich visualizations. Unlike most chat-based AI tools where users need to describe everything in natural language, Data Formulator combines user interface interactions (UI) and natural language (NL) inputs for easier interaction. This blended approach makes it easier for users to describe their chart designs while delegating data transformation to AI.
Make analytics context usable by agents
ktx is an open-source context layer for data agents. It turns warehouse metadata, BI tool definitions, query history, docs, and approved metric definitions into reviewable files agents can search and execute.
ktx is an executable context layer for data and analytics agents 🐙 Allow Claude Code, Codex, and any AI agent to query data accurately through MCP with skills, memory and a semantic layer
Al powered voice to text.
Write 3x faster, without lifting a finger.
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Node for Offline Media, Archives, and Data.
Project N.O.M.A.D, is a self-contained, offline survival computer packed with critical tools, knowledge, and AI to keep you informed and empowered—anytime, anywhere.
Yet Another Memory System. Content addressable storage with excellent search.
Persistent memory for LLMs and applications. Content‑addressed storage with deduplication, compression, semantic search, and full‑text indexing.
Generate, Edit & Filter images using the DALL-E 2 API
dallecli is a command line app designed to provide users with the ability to generate, edit and filter images using the DALL-E 2 API provided by OpenAI.
An agent that grows with you.
Install it on a machine, give it your messaging accounts, and it becomes a persistent personal agent that grows with you — learning your projects, building its own skills, and reaching you wherever you are.
The self-improving AI agent built by Nous Research. It's the only agent with a built-in learning loop — it creates skills from experience, improves them during use, nudges itself to persist knowledge, searches its own past conversations, and builds a deepening model of who you are across sessions. Run it on a $5 VPS, a GPU cluster, or serverless infrastructure that costs nearly nothing when idle. It's not tied to your laptop — talk to it from Telegram while it works on a cloud VM.
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- Episode 661: Sink Your Claws In @ Linux Unplugged.
- Episode 668: --yolo @ Linux Unplugged.
- E357: Hermes Agent: Agents that grow with you @ Practical AI.
- Hermes Agent : veille technique auto-hébergée avec Matrix, FreshRSS et Firecrawl @ Cryptolab :fr:.
- Episode 677: We Got a Buzz @ Linux Unplugged.
RamaLama strives to make working with AI simple, straightforward, and familiar by using OCI containers.
RamaLama is an open-source developer tool that simplifies the local serving of AI models from any source and facilitates their use for inference in production, all through the familiar language of containers.
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Build in-app AI chatbots in days, not weeks.
assistant-ui is a chatbot UI for your React app
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LocalSite is a 100% local web development platform powered by Ollama. Generate modern, responsive websites using AI models running directly on your machine.
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A desktop app for browsing, searching, and managing CLI coding sessions. Your command center for Claude Code sessions.
Switchboard is a desktop app that gives you a unified view of all your Claude Code sessions across every project. Launch, resume, fork, and monitor sessions from a single window — no more juggling terminal tabs or digging through ~/.claude/projects to find that one conversation from last week.
(WIP) Zed fork focused on privacy and being local-first
This is Zedless, a fork of Zed that's designed to be privacy-friendly and local-first.
Run beloved agents side by side. Multitask with agents, stay in control.
JetBrains Air is the Agentic Development Environment where Codex, Claude Agent, Gemini CLI, and Junie execute independent task loops without interfering with each other.
MiroThinker is an open source deep research agent optimized for research and prediction. It achieves a 60.2% Avg@8 score on the challenging GAIA benchmark.
A tool to perform transformations on code repositories with AI.
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