Harmoni Multimodal Personalization Multi User

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• Generative Ontology Structured KnowledgeGuides an LLM to produce structured knowledge using typed schemas and agent pipelines.
• Graph Anchored Knowledge Indexing Retrieval AugmenBuilds multi-hop retrieval pipelines that grow a knowledge graph as they go.
• GTM WorkspaceCreates and manages GTM workspaces with team members.
• Gutenocr Grounded Vision Language Front EndBuilds OCR pipelines that read, detect, and locate text in documents.
• How Few Shot Demonstrations AffectDesign prompt-based LLM safety defenses using optimal few-shot strategies.
• How Much Reasoning Retrieval AugmentedBuilds hybrid KG-text RAG evaluation benchmarks.
• Hugrag Hierarchical Causal KnowledgeBuild hierarchical causal knowledge graphs for RAG pipelines that suppress spurious.
• Hybrid Supervised LLM Pipeline Actionable SuggestiExtracts suggestions from customer reviews.