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voyageai-cli

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CLI for Voyage AI embeddings, reranking, and MongoDB Atlas Vector Search

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{ "name": "smart-ingest: duplicate detected (high similarity)", "description": "When a near-duplicate is found (similarity above 0.85), the ingest_doc step is correctly skipped to avoid ingesting duplicate content.", "inputs": { "text": "A document that already exists in the knowledge base", "source": "existing-doc.md", "threshold": 0.85 }, "mocks": { "search": { "results": [ { "text": "A document that already exists in the knowledge base", "score": 0.98 } ], "resultCount": 1 }, "similarity": { "similarity": 0.97, "model": "voyage-4-large" }, "ingest": { "chunks": 1, "source": "existing-doc.md", "collection": "default" } }, "expect": { "steps": { "check_existing": { "status": "completed" }, "similarity_check": { "status": "completed" }, "ingest_doc": { "status": "skipped" } }, "noErrors": true } }