infiniflow/ragflow
RAGFlow is an open-source Retrieval-Augmented Generation engine that leverages deep document understanding and Large Language Models to provide accurate, citation-backed question-answering from complex and diverse data sources.
Awesome AI Agents › NL AI Frameworks
instructor-ai/cloud
Instructor Cloud is a project that offers a cloud-based service designed to extract models from any text quickly and efficiently. It leverages advanced AI capabilities, specifically the power of GPT-4, to automate and enhance the process of data extraction. The service supports real-time streaming of the extracted data, allowing users to receive and utilize information as it is processed. This makes it highly suitable for applications requiring fast and dynamic data handling. The project is built with FastAPI, a modern web framework for building APIs with Python, which ensures that the service is both performant and easy to deploy. Users can run the FastAPI server locally using a simple command, making it accessible for development and testing purposes. The repository encourages community engagement by inviting users to star the project and fork the repository to deploy their own instances of the service. While the project highlights the use of GPT-4, it notes that GPT-4 is not included and that accuracy is not guaranteed, advising users to use the service at their own risk. Overall, Instructor Cloud aims to provide a powerful tool for text model extraction with the convenience of cloud deployment and real-time data streaming, making it a valuable resource for developers and businesses looking to integrate AI-driven text processing into their workflows.
https://github.com/instructor-ai/cloud
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