Publish versioned Markdown. Build focused streams. Give people and agents only the context they need.
Website • Docs • Community Slack NannyML is an open-source python library that allows you to estimate post-deployment model performance (without access to targets), detect data drift, and intelligently link data drift alerts back to changes in model performance. Built for data scientists, NannyML has an easy-to-use interface, interactive visualizations, is completely model-agnostic and currently supports all tabular use cases, classification and regression.
Cloud | Documentation | Roadmap | Discord 📕 Table of Contents RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that fuses cutting-edge RAG with Agent capabilities to create a superior context layer for LLMs. It offers a streamlined RAG workflow adaptable to enterprises of any scale.
Demo 🎶 | 📑 Paper HeartMuLa-oss-3B-happy-new-year 🤗 | HeartMuLa-oss-3B-happy-new-year --- HeartMuLa is a family of open sourced music foundation models including: 1. HeartMuLa: a music language model that generates music conditioned on lyrics and tags with multilingual support covering almost all languages.
English | 简体中文 Usage of CDK for attacking targets without prior mutual consent is illegal. CDK is an open-sourced container penetration toolkit, designed for offering stable exploitation in different slimmed containers without any OS dependency.
A practical guide to building, scaling, and managing microservices architectures As defined by Sam Newman in his foundational text Building Microservices, microservices are "small, autonomous services that work together." This definition emphasizes the dual requirements of independence and interoperability. This adaptive framework considers your specific: Field basis: The methodology is an original synthesis by the author, refined through professional practice.
JIFF is a JavaScript library for building applications that rely on secure multi-party computation. JIFF is built to be highly flexible with a focus on usability, with the ability to be run in the browser, on mobile phones, or via Node.js.
GeoCalib is an algorithm for single-image calibration: it estimates the camera intrinsics and gravity direction from a single image only. By combining geometric optimization with deep learning, GeoCalib provides a more flexible and accurate calibration compared to previous approaches.
Discuss it and ask questions in GitHub Discussions. Markdown Here is a Google Chrome, Firefox, Opera, and Thunderbird extension that lets you write email † in Markdown ‡ and render them before sending.
We introduce MOVA (MOSS Video and Audio), a foundation model designed to break the "silent era" of open-source video generation. Unlike cascaded pipelines that generate sound as an afterthought, MOVA synthesizes video and audio simultaneously for perfect alignment.
Designed for research exploration and industrial prototyping, UltraRAG standardizes core RAG components (Retriever, Generation, etc.) as independent MCP Servers, combined with the powerful workflow orchestration capabilities of the MCP Client. Developers can achieve precise orchestration of complex control structures such as conditional branches and loops simply through YAML configuration.
A self-evolving librarian agent for document collections. AutoRAG searches your PDFs, wikis, notes, research papers, and knowledge bases — then curates the results into clean, numbered knowledge units.
oqsprovider - Open Quantum Safe provider for OpenSSL (>=v3) =========================================================== Purpose ------- This repository contains code to enable quantum-safe cryptography (QSC) in a standard OpenSSL (>v1.1) distribution by way of implementing a single shared library, the OQS provider. Status ------ Currently this provider fully enables quantum-safe cryptography for KEM key establishment in TLS1.3 including management of such keys via the OpenSSL
MedSegDiff is a Diffusion Probabilistic Model (DPM) based framework for the Segmentation and Reconstruction of organs/tissues from the medical images. The algorithm is elaborated on our paper MedSegDiff: Medical Image Segmentation with Diffusion Probabilistic Model MedSegDiff-V2: Diffusion based Medical Image Segmentation with Transformer.
This monorepo contains a set of dev-friendly, framework agnostic components offering 3 main capabilities: Framework integration packages: The library offers a set of small, focused building blocks. Purpose: turn messy model output into typed PHP data.
Confines untrusted code using Landlock (filesystem + network + IPC), seccomp-bpf (syscall filtering), and seccomp user notification (resource limits, IP enforcement, /proc virtualization). Sandlock targets the gap: strict confinement without image builds or root privileges.
Metorial (YC F25) Open-source identity and access layer for AI agents. Connect agents to real systems with consistent auth, permissions, and observability.
Although these suggestions can be applied to any programming language, I will use JavaScript to illustrate them in practice. Use English language when naming your variables and functions.
You can chat with this custom ChatGPT to figure out what's going on! The Autonomous AI Lab discord for the ACE Framework and HAAS Project is now open: https://discord.gg/mJKUYNm8qY This is first and foremost a high velocity hacking group.
Easy to use open source fast database for search Manticore Search is an easy-to-use, open-source, and fast database designed for search. Website • Downloads • Docs • Blog • Courses • Forum • Slack • Telegram (En) • Telegram (Ru) • Twitter • User feedback What distinguishes Manticore from other solutions is: Results are workload-specific; use the linked dashboard to select the queries that match your workload.
This release resolves every open GitHub issue (#1, #2, #3, #4, #8, #9, #13): --- Fully automated YouTube channel management system. AI agents handle content strategy, scriptwriting, thumbnail generation, SEO, publishing, and analytics — end to end, on a daily schedule.
Publish versioned Markdown. Build focused streams. Give people and agents only the context they need.
Website • Docs • Community Slack NannyML is an open-source python library that allows you to estimate post-deployment model performance (without access to targets), detect data drift, and intelligently link data drift alerts back to changes in model performance. Built for data scientists, NannyML has an easy-to-use interface, interactive visualizations, is completely model-agnostic and currently supports all tabular use cases, classification and regression.
Cloud | Documentation | Roadmap | Discord 📕 Table of Contents RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that fuses cutting-edge RAG with Agent capabilities to create a superior context layer for LLMs. It offers a streamlined RAG workflow adaptable to enterprises of any scale.
Demo 🎶 | 📑 Paper HeartMuLa-oss-3B-happy-new-year 🤗 | HeartMuLa-oss-3B-happy-new-year --- HeartMuLa is a family of open sourced music foundation models including: 1. HeartMuLa: a music language model that generates music conditioned on lyrics and tags with multilingual support covering almost all languages.
English | 简体中文 Usage of CDK for attacking targets without prior mutual consent is illegal. CDK is an open-sourced container penetration toolkit, designed for offering stable exploitation in different slimmed containers without any OS dependency.
A practical guide to building, scaling, and managing microservices architectures As defined by Sam Newman in his foundational text Building Microservices, microservices are "small, autonomous services that work together." This definition emphasizes the dual requirements of independence and interoperability. This adaptive framework considers your specific: Field basis: The methodology is an original synthesis by the author, refined through professional practice.
JIFF is a JavaScript library for building applications that rely on secure multi-party computation. JIFF is built to be highly flexible with a focus on usability, with the ability to be run in the browser, on mobile phones, or via Node.js.
GeoCalib is an algorithm for single-image calibration: it estimates the camera intrinsics and gravity direction from a single image only. By combining geometric optimization with deep learning, GeoCalib provides a more flexible and accurate calibration compared to previous approaches.
Discuss it and ask questions in GitHub Discussions. Markdown Here is a Google Chrome, Firefox, Opera, and Thunderbird extension that lets you write email † in Markdown ‡ and render them before sending.
We introduce MOVA (MOSS Video and Audio), a foundation model designed to break the "silent era" of open-source video generation. Unlike cascaded pipelines that generate sound as an afterthought, MOVA synthesizes video and audio simultaneously for perfect alignment.
Designed for research exploration and industrial prototyping, UltraRAG standardizes core RAG components (Retriever, Generation, etc.) as independent MCP Servers, combined with the powerful workflow orchestration capabilities of the MCP Client. Developers can achieve precise orchestration of complex control structures such as conditional branches and loops simply through YAML configuration.
A self-evolving librarian agent for document collections. AutoRAG searches your PDFs, wikis, notes, research papers, and knowledge bases — then curates the results into clean, numbered knowledge units.
oqsprovider - Open Quantum Safe provider for OpenSSL (>=v3) =========================================================== Purpose ------- This repository contains code to enable quantum-safe cryptography (QSC) in a standard OpenSSL (>v1.1) distribution by way of implementing a single shared library, the OQS provider. Status ------ Currently this provider fully enables quantum-safe cryptography for KEM key establishment in TLS1.3 including management of such keys via the OpenSSL
MedSegDiff is a Diffusion Probabilistic Model (DPM) based framework for the Segmentation and Reconstruction of organs/tissues from the medical images. The algorithm is elaborated on our paper MedSegDiff: Medical Image Segmentation with Diffusion Probabilistic Model MedSegDiff-V2: Diffusion based Medical Image Segmentation with Transformer.
This monorepo contains a set of dev-friendly, framework agnostic components offering 3 main capabilities: Framework integration packages: The library offers a set of small, focused building blocks. Purpose: turn messy model output into typed PHP data.
Confines untrusted code using Landlock (filesystem + network + IPC), seccomp-bpf (syscall filtering), and seccomp user notification (resource limits, IP enforcement, /proc virtualization). Sandlock targets the gap: strict confinement without image builds or root privileges.
Metorial (YC F25) Open-source identity and access layer for AI agents. Connect agents to real systems with consistent auth, permissions, and observability.
Although these suggestions can be applied to any programming language, I will use JavaScript to illustrate them in practice. Use English language when naming your variables and functions.
You can chat with this custom ChatGPT to figure out what's going on! The Autonomous AI Lab discord for the ACE Framework and HAAS Project is now open: https://discord.gg/mJKUYNm8qY This is first and foremost a high velocity hacking group.
Easy to use open source fast database for search Manticore Search is an easy-to-use, open-source, and fast database designed for search. Website • Downloads • Docs • Blog • Courses • Forum • Slack • Telegram (En) • Telegram (Ru) • Twitter • User feedback What distinguishes Manticore from other solutions is: Results are workload-specific; use the linked dashboard to select the queries that match your workload.
This release resolves every open GitHub issue (#1, #2, #3, #4, #8, #9, #13): --- Fully automated YouTube channel management system. AI agents handle content strategy, scriptwriting, thumbnail generation, SEO, publishing, and analytics — end to end, on a daily schedule.