Showing 2679 open source projects for "multi-system"

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    Train ML Models With SQL You Already Know

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  • 1
    Sandbox Agent

    Sandbox Agent

    Run Coding Agents in Sandboxes

    Sandbox Agent by Rivet is an experimental framework for running AI agents in controlled, isolated environments where they can safely execute code, interact with tools, and perform autonomous tasks without risking system integrity. It is designed to provide a secure sandbox that allows agents to test actions, manipulate files, and run commands while enforcing strict boundaries and monitoring capabilities. The project focuses on enabling more reliable and auditable agent behavior by separating execution from the host environment, which is especially important for applications involving automation, code generation, or system-level operations. ...
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  • 2
    DeepReasoning

    DeepReasoning

    High-performance API combining reasoning and creative AI models

    DeepReasoning is a high-performance large language model inference API designed to unify advanced reasoning and creative generation capabilities into a single system. It combines DeepSeek R1’s chain-of-thought reasoning with Claude’s strengths in code generation and conversational output, enabling more capable and balanced responses. DeepReasoning provides both an API and a chat interface, allowing developers and users to interact with the combined models in a streamlined way. It emphasizes real-time streaming responses, where reasoning and final answers can be delivered efficiently in a single flow. ...
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  • 3
    Diffusion for World Modeling

    Diffusion for World Modeling

    Learning agent trained in a diffusion world model

    ...This approach allows training to occur in a simulated world that captures detailed visual dynamics while reducing the need for costly interactions with real environments. The system has been applied to tasks such as Atari game simulations and demonstrations involving complex environments like first-person shooter games.
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  • 4
    SGR Agent Core

    SGR Agent Core

    Schema-Guided Reasoning (SGR) has agentic system design

    ...The framework provides a core library that allows developers to design autonomous agents capable of structured reasoning and complex task execution. Instead of relying solely on free-form prompts, the system organizes reasoning processes around schemas that guide how agents analyze problems, gather information, and generate outputs. This architecture enables agents to follow structured reasoning workflows while still benefiting from the flexibility of large language models. The framework includes a BaseAgent interface and a two-phase architecture that separates reasoning planning from execution, allowing developers to implement custom agent behaviors and research pipelines.
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  • 5
    PaperBanana

    PaperBanana

    Extension of Google Research’s PaperBanana

    ...The project focuses on helping researchers, educators, and data scientists transform conceptual descriptions of figures into structured visual outputs suitable for research papers, presentations, and technical reports. Instead of manually designing charts or diagrams using traditional visualization tools, users can describe the desired figure in natural language and allow the system to generate the visual representation automatically. PaperBanana integrates modern multimodal AI models capable of interpreting instructions and producing graphics that follow academic conventions. The framework supports multiple AI providers including OpenAI, Azure OpenAI services, and Google Gemini, allowing users to run the system with different model backends.
    Downloads: 0 This Week
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  • 6
    Shell-AI

    Shell-AI

    LangChain powered shell command generator and runner CLI

    ...Instead of requiring users to remember complex command syntax, the tool lets them describe their intent in plain English and automatically suggests commands that accomplish the task. The system is powered by large language models and integrates with frameworks such as LangChain to interpret user requests and translate them into executable shell instructions. Users interact with the program through an interactive terminal interface where multiple command suggestions are presented for review before execution. This approach improves productivity for developers and system administrators who frequently use terminal environments but may not recall every command variation. ...
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  • 7
    Sage Chat

    Sage Chat

    Chat with any codebase in under two minutes | Fully local

    ...The tool functions similarly to an intelligent research agent that can analyze a repository and answer questions about how the software works. Instead of focusing solely on code generation, Sage emphasizes code comprehension, system architecture analysis, and integration guidance. Developers can ask natural language questions about a project, and the system responds with explanations supported by references to the relevant code, documentation, or external technical resources. The project aims to act as a contextual knowledge layer for software teams by combining language models with repository indexing and documentation retrieval. ...
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  • 8
    trench

    trench

    Open-Source Analytics Infrastructure

    ...The platform enables developers to collect events such as page views, user actions, and behavioral metrics while storing them in a column-oriented analytics database optimized for time-series workloads. By combining streaming ingestion with fast analytical queries, the system supports use cases such as product analytics dashboards, observability pipelines, and machine learning data preparation.
    Downloads: 0 This Week
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  • 9
    LISA

    LISA

    LISA: Reasoning Segmentation via Large Language Model

    LISA is an open-source multimodal AI system designed to enable language models to perform pixel-level reasoning and segmentation tasks on images. The project introduces a framework where a large language model can interpret natural language instructions and produce segmentation masks that highlight relevant regions in an image. Instead of relying solely on predefined object categories, the model is capable of reasoning about complex textual queries and translating them into visual segmentation outputs. ...
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  • 10
    Hallucination Leaderboard

    Hallucination Leaderboard

    Leaderboard Comparing LLM Performance at Producing Hallucinations

    ...By focusing on hallucination rates rather than traditional metrics such as accuracy or fluency, the benchmark highlights an important aspect of AI system safety and trustworthiness. The leaderboard is regularly updated as new models are released and evaluation methods evolve.
    Downloads: 0 This Week
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  • 11
    Daily Interview

    Daily Interview

    Datawhale members have compiled a book covering machine learning

    daily-interview is an open-source educational repository designed to help software engineers prepare for technical interviews through daily practice questions and curated learning materials. The project collects a wide range of interview questions related to algorithms, data structures, system design, and core computer science topics commonly tested by technology companies. The repository is organized in a structured format that encourages developers to practice solving problems regularly while building a deeper understanding of underlying concepts. Many of the problems include explanations, references, or links to additional learning resources that help users study relevant theory and improve problem-solving skills. ...
    Downloads: 0 This Week
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  • 12
    DocETL

    DocETL

    A system for agentic LLM-powered data processing and ETL

    DocETL is an open-source system designed to build and execute data processing pipelines powered by large language models, particularly for analyzing complex collections of documents and unstructured datasets. The platform allows developers and researchers to construct structured workflows that extract, transform, and organize information from sources such as reports, transcripts, legal documents, and other text-heavy data.
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  • 13
    ClaraVerse

    ClaraVerse

    Claraverse is a opesource privacy focused ecosystem to replace ChatGPT

    ...Users can integrate models from multiple providers such as OpenAI, Anthropic, Google, or locally hosted systems like Ollama and LM Studio, enabling flexibility in how AI capabilities are deployed and managed. The system includes a visual workflow builder that allows users to create automation pipelines where AI tools interact with external services, APIs, or datasets. ClaraVerse also includes task-tracking capabilities that allow complex research, coding, or analysis jobs to run in the background while users monitor their progress through a dashboard.
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  • 14
    Karpathy

    Karpathy

    An agentic Machine Learning Engineer

    ...The project sets up a sandboxed environment where an AI agent can access datasets, run experiments, and generate machine learning artifacts through a web interface. Its startup script automatically prepares the environment by creating a sandbox directory, installing key ML libraries, and launching the agent interface. The system is tightly integrated with the Claude Scientific Skills ecosystem, enabling the agent to leverage specialized scientific and machine learning tools. It is intended primarily for research and experimentation with autonomous ML workflows rather than as a polished production platform. Overall, karpathy represents an early step toward fully automated machine learning engineering driven by agentic AI systems.
    Downloads: 1 This Week
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  • 15
    StreamSpeech

    StreamSpeech

    StreamSpeech is a seamless model for offline speech recognition

    ...The model supports eight tasks: offline ASR, speech-to-text translation, speech-to-speech translation, and TTS, as well as their streaming or simultaneous counterparts, all handled by the same underlying system. During simultaneous translation, StreamSpeech can optionally output intermediate ASR transcripts and text translations, giving users or downstream applications real-time visibility into what the system is hearing and how it is translating.
    Downloads: 0 This Week
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  • 16
    mlpack

    mlpack

    mlpack: a scalable C++ machine learning library

    ...Written in C++ and built on the Armadillo linear algebra library, the ensmallen numerical optimization library, and parts of Boost. Aims to provide fast, extensible implementations of cutting-edge machine learning algorithms. mlpack uses CMake as a build system and allows several flexible build configuration options. You can consult any of the CMake tutorials for further documentation, but this tutorial should be enough to get mlpack built and installed.
    Downloads: 0 This Week
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  • 17
    Speech-AI-Forge

    Speech-AI-Forge

    Speech-AI-Forge is a project developed around TTS generation model

    ...At its core, it acts as a hub that wires together multiple speech-related capabilities, including TTS, speech-to-text and LLM-based control flows, behind a consistent interface. The system is designed to be deployed in several ways: you can try it online via hosted demos, spin it up in a one-click Colab environment, run it in Docker containers, or set it up locally with its environment preparation scripts. It is model-agnostic and advertises support for a variety of TTS and speech models such as ChatTTS, CosyVoice, Fish-Speech, FireredTTS and others, as well as Whisper-based ASR, giving you a flexible playground for experimenting with different speech stacks. ...
    Downloads: 2 This Week
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  • 18
    OpenMonoAgent

    OpenMonoAgent

    Terminal-native coding agent powered by local LLMs

    ...The project emphasizes privacy, local control, and ownership of the model, compute, and project data. It includes a terminal-native workflow, built-in tools, Docker sandboxing, and code intelligence features. The system can run on CPU or GPU and is designed to auto-configure itself when possible. OpenMonoAgent.ai is best suited for developers who want a local AI development stack with no API keys, no cloud dependency, and no telemetry.
    Downloads: 1 This Week
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  • 19
    native-feel.skill

    native-feel.skill

    An Agent Skill for designing cross-platform desktop apps

    ...It includes eight architectural tenets, a four-layer architecture model, WebKit and WebView2 guidance, and a large ship audit checklist. The project is useful when an agent is advising on desktop apps that need global shortcuts, system tray behavior, native windows, fast interaction, and polished platform conventions. Its main value is turning hard-won desktop architecture knowledge into reusable agent guidance.
    Downloads: 1 This Week
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  • 20
    TrustClaw

    TrustClaw

    A self-hostable personal AI agent with vector memory

    TrustClaw is a self-hostable personal AI agent that connects conversational access, persistent memory, and external tool use into one assistant workflow. It is built for users who want their own AI agent rather than a fully hosted platform, making it easier to run, inspect, and adapt the system for personal or technical needs. The project uses vector memory so the assistant can retain and retrieve useful context across interactions. It also integrates Composio tools, giving the agent access to third-party actions and services through a broader tool ecosystem. Telegram support makes the assistant reachable from a familiar messaging interface instead of only through a terminal or web app. ...
    Downloads: 1 This Week
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  • 21
    Clawbolt

    Clawbolt

    The AI Assistant that actually does things for the trades

    Clawbolt is an open-source messaging-first AI assistant built specifically for contractors, tradespeople, and service businesses that prefer managing work through chat instead of traditional dashboards. The platform allows users to interact with an AI assistant through iMessage, SMS, RCS, Telegram, and related messaging channels to handle tasks such as estimates, invoices, scheduling, reminders, and client communication. Clawbolt combines large language model orchestration with memory...
    Downloads: 1 This Week
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  • 22
    Sourcebot

    Sourcebot

    Tool that helps humans and agents understand your codebase

    Sourcebot is a self-hosted code intelligence platform that helps developers and AI agents understand large codebases through search, navigation, and natural language queries. It allows users to ask complex questions about their repositories and receive structured answers grounded in actual code references. The system combines fast code search with reasoning models, enabling it to traverse dependencies, follow references, and generate contextual explanations. It supports indexing multiple repositories across different platforms, making it useful for organizations with distributed codebases. Sourcebot also includes features like IDE-level navigation, file exploration, and syntax-aware search, improving developer productivity. ...
    Downloads: 1 This Week
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  • 23
    Wondel.ai Skills

    Wondel.ai Skills

    Agent skills for Claude Code and other agentskills-compatible agents

    ...These skills can cover a wide range of domains, including development, automation, and problem-solving, allowing agents to extend their capabilities dynamically. The system emphasizes modularity, enabling skills to be reused and combined into more complex workflows. It also supports compatibility across multiple AI tools and platforms, making it a versatile resource for developers. The repository serves as both a toolkit and a marketplace of capabilities that can be installed into agents. Overall, Skills enables AI systems to become more specialized and effective by equipping them with reusable expertise modules.
    Downloads: 1 This Week
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  • 24
    AI Marketing Skills

    AI Marketing Skills

    Open-source AI marketing skills for Claude Code

    ...Instead of simple prompts, the project provides complete operational modules that include scripts, scoring systems, and decision-making logic, allowing AI tools like Claude Code to execute complex marketing tasks end-to-end. The system is organized into multiple domains such as growth experimentation, sales pipeline generation, content production, outbound marketing, SEO optimization, and financial analysis, effectively covering the entire revenue lifecycle of a business. Each skill functions as an executable capability that can be invoked on demand, enabling users to perform tasks like running A/B tests, generating high-quality content, or analyzing conversion funnels with minimal manual effort.
    Downloads: 0 This Week
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  • 25
    OpenSpace

    OpenSpace

    OpenSpace: Make Your Agents: Smarter, Low-Cost, Self-Evolving

    OpenSpace is a self-evolving agent framework designed to improve the performance, efficiency, and collaboration of AI agents through continuous learning and shared knowledge. It introduces a system where agents develop reusable “skills” based on real task execution, allowing them to improve over time without retraining underlying models. The platform emphasizes collective intelligence, enabling multiple agents to share learned behaviors and benefit from each other’s experiences. It also focuses on cost efficiency by reducing redundant computations and reusing successful workflows, significantly lowering token usage in repeated tasks. ...
    Downloads: 1 This Week
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