✨We are dedicated to advancing research and open-source tools in Data-Centric Artificial Intelligence (DCAI).✨
🚀Our goal is to develop effective and efficient DCAI systems and algorithms that support and enhance the performance of AI models and applications.
Dataflow-LoopAI is an intelligent system with self-optimization capabilities that automatically detects and evaluates generation deficiencies in LLMs within specific domains. Through dialog-based active data retrieval and self-driven optimization mechanisms, it enables continuous co-evolution between data and models.
All-in-one intelligent assistant powered by LlamaIndex — RAG, GraphRAG, NL2SQL, Skills & Memory with multimodal support.
A flexible framework for orchestrating deep learning models with Ray . It dynamically schedules and serves multiple models — from NLP (e.g., FastText) to CV (e.g., YOLO, SAM) — enabling scalable, distributed, and efficient multi-model inference.
DataFlow Knowledge Graph -- Knowledge graph data preparation with DataFlow style operators and pipelines
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