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README.md
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@@ -33,7 +33,7 @@ The Research Paper Metadata Database represents **prior work** that demonstrates
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The Research Paper Metadata Database serves as a **core data infrastructure component** of the CopernicusAI Knowledge Engine, providing:
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- **Foundation for Knowledge Graph Construction:** Structured metadata enables relationship mapping - **β
Now Fully Operational** (December 2025) with 12,000+ mathematics papers indexed, interactive knowledge graph visualization, and relationship extraction (citations, semantic similarity, categories)
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- **
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- **Vector Search:** Semantic search using Vertex AI embeddings across papers, podcasts, and processes
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- **RAG System:** Retrieval-augmented generation with citation support and multi-modal content integration
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- **Integration with AI Podcast Generation:** Links research papers to generated podcast content
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## π Related Projects
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- [
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- [GLMP](https://huggingface.co/spaces/garywelz/glmp) - Genome Logic Modeling Project using metadata for source references
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- [Programming Framework](https://huggingface.co/spaces/garywelz/programming_framework) - Universal process analysis tool that can utilize metadata
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- [Science Video Database](https://huggingface.co/spaces/garywelz/sciencevideodb) - Video content management with potential metadata linking
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---
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**Part of the
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Β© 2025 Gary Welz. All rights reserved.
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The Research Paper Metadata Database serves as a **core data infrastructure component** of the CopernicusAI Knowledge Engine, providing:
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- **Foundation for Knowledge Graph Construction:** Structured metadata enables relationship mapping - **β
Now Fully Operational** (December 2025) with 12,000+ mathematics papers indexed, interactive knowledge graph visualization, and relationship extraction (citations, semantic similarity, categories)
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- **Research Tools Dashboard** (β
Implemented December 2025) - Fully operational web interface providing unified access to research papers through knowledge graph visualization, vector search, RAG queries, and content browsing. Live at: https://copernicus-frontend-phzp4ie2sq-uc.a.run.app/knowledge-engine
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- **Vector Search:** Semantic search using Vertex AI embeddings across papers, podcasts, and processes
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- **RAG System:** Retrieval-augmented generation with citation support and multi-modal content integration
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- **Integration with AI Podcast Generation:** Links research papers to generated podcast content
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## π Related Projects
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- [CopernicusAI](https://huggingface.co/spaces/garywelz/copernicusai) - Main knowledge engine integrating metadata with AI podcasts
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- [GLMP](https://huggingface.co/spaces/garywelz/glmp) - Genome Logic Modeling Project using metadata for source references
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- [Programming Framework](https://huggingface.co/spaces/garywelz/programming_framework) - Universal process analysis tool that can utilize metadata
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- [Science Video Database](https://huggingface.co/spaces/garywelz/sciencevideodb) - Video content management with potential metadata linking
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---
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**Part of the CopernicusAI Knowledge Engine**
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Β© 2025 Gary Welz. All rights reserved.
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index.html
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<div class="grid md:grid-cols-2 gap-6">
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<div class="bg-white rounded-lg shadow-md p-6 card-hover">
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<h3 class="text-xl font-semibold text-gray-900 mb-3">π¬
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<p class="text-gray-600 mb-4">
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Main knowledge engine integrating metadata with AI podcasts and research synthesis.
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</p>
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<a href="https://huggingface.co/spaces/garywelz/copernicusai"
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class="text-blue-600 hover:text-blue-700 font-semibold"
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target="_blank" rel="noopener noreferrer">
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Visit
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</a>
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</div>
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<footer class="gradient-bg text-white py-8 mt-12">
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<div class="max-w-7xl mx-auto px-4 sm:px-6 lg:px-8 text-center">
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<p class="text-lg font-semibold mb-2">Research Paper Metadata Database</p>
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<p class="text-sm opacity-75">Part of the
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<p class="text-xs opacity-50 mt-4">© 2025 Gary Welz. All rights reserved.</p>
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</div>
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</footer>
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<div class="grid md:grid-cols-2 gap-6">
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<div class="bg-white rounded-lg shadow-md p-6 card-hover">
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<h3 class="text-xl font-semibold text-gray-900 mb-3">π¬ CopernicusAI</h3>
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<p class="text-gray-600 mb-4">
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Main knowledge engine integrating metadata with AI podcasts and research synthesis.
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</p>
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<a href="https://huggingface.co/spaces/garywelz/copernicusai"
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class="text-blue-600 hover:text-blue-700 font-semibold"
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target="_blank" rel="noopener noreferrer">
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Visit CopernicusAI β
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</a>
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</div>
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<footer class="gradient-bg text-white py-8 mt-12">
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<div class="max-w-7xl mx-auto px-4 sm:px-6 lg:px-8 text-center">
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<p class="text-lg font-semibold mb-2">Research Paper Metadata Database</p>
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<p class="text-sm opacity-75">Part of the CopernicusAI Knowledge Engine</p>
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<p class="text-xs opacity-50 mt-4">© 2025 Gary Welz. All rights reserved.</p>
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</div>
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</footer>
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