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We asked Neo to build an Embedding-Evaluator CLI tool that: - Detects semantic outliers - Identifies cluster inconsistencies - Flags global embedding collapse - Highlights ambiguous boundary tokens - Generates heatmaps and cluster visualizations - Produces structured reports (JSON / Markdown) Access project on Github 👉 https://github.com/dakshjain-1616/Embedding-Evaluator Made by Neo 👉 https://marketplace.visualstudio.com/items?itemName=NeoResearchInc.heyneo Stop treating your vector embeddings like a black box! This is especially useful for: - RAG pipelines - Vector DB systems - Semantic search products - Embedding model comparisons - Fine-tuning experiments It surfaces structural problems in the geometry of your embeddings before they break your system downstream.