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Upgrade pipeline: UMAP+HDBSCAN, Bayesian opt, 3+1 LLM labeling, coherence check
Daksh C Jain +1: Claude Sonnet 4.6- Replace AgglomerativeClustering with UMAP → HDBSCAN - Add LLM pre-clustering call to recommend optimal UMAP + HDBSCAN params - Add Bayesian optimization (Optuna, 30 trials) tuning min_cluster_size, min_samples, cluster_selection_epsilon via silhouette score - Replace single bulk LLM label call with 3 independent Mistral calls per cluster + 1 orchestration judge call to select final label - Add abstract-title cosine similarity coherence check per cluster to flag potentially hallucinated or noisy clusters - Add umap-learn, hdbscan, optuna to requirements.txt Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>f38b6de
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