ROSS Index Q3 2024
Explore the Runa Open Source Startup (ROSS) Index Q3 2024 (updated): ranking top OSS startups by GitHub star growth. Discover innovative tech companies backed by Runa Capital's expertise in open-source investments.
Projects
#1firecrawl
Transform any website into clean, structured data with advanced scraping and crawling capabilities. The powerful API service enables seamless extraction of content in LLM-ready formats, making it perfect for AI applications and data analysis.
33k•2k•TypeScript•AGPL-3.0
#2ragflow
An advanced RAG engine that leverages deep document understanding to provide accurate question-answering capabilities. The system processes complex formatted data and delivers truthful responses with well-founded citations.
47k•4k•TypeScript•Apache-2.0
#3agno
A powerful framework for building AI agents with advanced capabilities like memory integration, knowledge base access, and tool utilization. Enables creation of sophisticated agent systems with built-in monitoring and debugging features.
23k•3k•Python•MPL-2.0
#4composio
A comprehensive toolset that enhances AI agents with over 100 high-quality integrations, offering seamless authentication and improved accuracy across multiple frameworks like OpenAI, Groq, and LangChain.
24k•4k•Python
#5Scrapegraph-ai
A powerful web scraping Python library that combines LLM technology with direct graph logic to extract information from websites and local documents. The innovative approach allows users to simply specify what they want to extract.
18k•1k•Python•MIT
#6docmost
Transform your team collaboration with this innovative wiki software that offers real-time editing, integrated diagramming tools, and robust permission management. Experience seamless documentation with Docmost's powerful features.
13k•619•TypeScript•AGPL-3.0
#7fish-speech
Advanced multilingual text-to-speech solution offering zero-shot voice cloning capabilities with exceptional accuracy and speed. This innovative system delivers high-quality audio output across multiple languages without phoneme dependencies.
20k•1k•Python•Apache-2.0
#8plandex
Transform your development workflow with this powerful AI coding assistant that helps you tackle complex tasks, manage context efficiently, and build features faster. The terminal-based tool enables seamless interaction with various AI models while maintaining full control over your codebase.
11k•783•Go•MIT
#9supermemory
Transform your digital content management with this innovative second brain solution that combines powerful bookmarking capabilities with AI-driven organization. The intelligent platform helps you efficiently store, search, and interact with your saved content.
8k•860•TypeScript
#10reader
Transform any URL into LLM-friendly content and search the web with enhanced results. This innovative tool enhances agent and RAG systems by delivering optimized, readable content through a simple API integration.
8k•660•TypeScript•Apache-2.0
#11Upsonic
A powerful intelligence development framework that enables natural interaction with your computer through voice commands and text input. Transform your device into an intelligent assistant with advanced automation capabilities.
7k•675•Python•MIT
#12morphic
A cutting-edge search engine that combines AI-powered search capabilities with generative UI, offering advanced features like multi-provider support and customizable search depth. The platform enhances search experiences through intelligent understanding and comprehensive results.
7k•1k•TypeScript•Apache-2.0
#13Cap
A powerful video messaging solution that enables quick recording, editing, and sharing of videos. Built with advanced technology stack including Rust and React, this open-source platform delivers seamless video communication capabilities.
7k•396•TypeScript•AGPL-3.0
#14gaianet-node
A powerful decentralized AI infrastructure that enables running customizable LLM nodes with RAG capabilities. This innovative platform combines advanced language models with vector databases for enhanced AI interactions.
4k•285•Shell•GPL-3.0
#15heyform
Transform data collection with an intuitive form builder that enables creation of engaging conversational surveys, quizzes and polls. Featuring smart logic, powerful integrations, and comprehensive analytics for actionable insights.
7k•570•TypeScript•AGPL-3.0
#16qodo-cover
An innovative tool that leverages advanced AI to automatically generate and enhance test suites, ensuring comprehensive code coverage. The intelligent system analyzes existing tests and creates qualified new ones to improve software quality.
4k•413•Python•AGPL-3.0
#17Bend
A high-level programming language that combines Python-like expressiveness with CUDA-level parallelism. Featuring automatic parallelization, this innovative technology delivers nearly linear acceleration based on core count without requiring explicit thread management.
18k•458•Rust•Apache-2.0
#18cognita
A powerful open-source framework that streamlines RAG system development, offering modular components, API-driven architecture, and seamless integration with various embeddings and retrievers. The framework enables efficient document processing and intelligent question-answering capabilities.
3k•330•Python•Apache-2.0
#19omniparse
Transform unstructured data into AI-ready structured formats with this versatile parsing platform. Supporting multiple file types and featuring local processing capabilities, this solution delivers clean, structured data optimized for GenAI applications.
6k•520•Python•GPL-3.0
#20OpenGlass
Transform ordinary glasses into advanced smart eyewear using affordable components. This innovative DIY solution enables real-time recording, facial recognition, object identification, and text translation capabilities at a fraction of commercial alternatives.
3k•461•C•MIT