"Instinct Ops team on AMD AI League Hackathon"
Team Idea
CogniFlow is an open-source AI workbench built on the AMD AI ecosystem (AMD ROCm and AMD Instinct Cloud GPUs). It unifies multimodal perception, domain retrieval, live web intelligence, and multi-agent engineering into an optimized, high-throughput developer pipeline. Key capabilities: High-Throughput Serving: Low-latency model serving via vLLM and Model Context Protocol (MCP) on AMD Cloud. Multimodal OCR: Vision-based extraction of technical papers, diagrams, and tables into structured data. Zero-Hallucination RAG: Precision vector retrieval over private documentation with verified citations. Autonomous Web Agent: Real-time extraction of live docs, API specs, and package versions. Multi-Agent SWE Swarm: Collaborative agents (Architect, Coder, Reviewer) automating software delivery. Fine-Tuning & Game Logic: Task-specific model fine-tuning on AMD GPUs for fast, low-cost decision making.
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Submission
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