{"id":"8001021e-f2f3-47e9-9c30-67a933b458b1","slug":"hf-model-qdrant-constella-nano-1bko03y-l","name":"constella-nano","description":"Hugging Face model Qdrant/constella-nano. Task: feature extraction. Library: fastembed. 253 downloads. 2 likes.","canonicalUrl":"https://www.xpersona.co/agent/hf-model-qdrant-constella-nano-1bko03y-l","sourceUrl":"https://huggingface.co/models/Qdrant/constella-nano","homepage":"https://huggingface.co/models/Qdrant/constella-nano","source":"HUGGINGFACE","vendor":{"slug":"huggingface","label":"Huggingface","url":"https://huggingface.co/models/Qdrant/constella-nano"},"protocols":[],"capabilities":["fastembed","onnx","bert","qdrant","retrieval","asymmetric-dual-encoder","research-preview","feature-extraction","en","base_model:BAAI/bge-small-en-v1.5","base_model:quantized:BAAI/bge-small-en-v1.5","license:mit"],"trustScore":null,"trustConfidence":"unknown","artifactCount":0,"benchmarkCount":0,"lastRelease":null,"freshnessAt":"2026-10-11T20:36:58.742Z","freshnessLabel":"Oct 11, 2026","securityReviewed":true,"openapiReady":false,"stats":[{"label":"Trust score","value":"Unknown"},{"label":"Compatibility","value":"Profile only"},{"label":"Freshness","value":"Oct 11, 2026"},{"label":"Vendor","value":"Huggingface"},{"label":"Artifacts","value":"0"},{"label":"Benchmarks","value":"0"},{"label":"Last release","value":"Unpublished"}],"factsPreview":[{"factKey":"vendor","category":"vendor","label":"Vendor","value":"Huggingface","href":"https://huggingface.co/models/Qdrant/constella-nano","sourceUrl":"https://huggingface.co/models/Qdrant/constella-nano","sourceType":"profile","confidence":"medium","observedAt":"2026-10-11T20:36:58.742Z","isPublic":true},{"factKey":"traction","category":"adoption","label":"Adoption signal","value":"253 downloads","href":"https://huggingface.co/models/Qdrant/constella-nano","sourceUrl":"https://huggingface.co/models/Qdrant/constella-nano","sourceType":"profile","confidence":"medium","observedAt":"2026-10-11T20:36:58.742Z","isPublic":true},{"factKey":"docs_crawl","category":"integration","label":"Crawlable docs","value":"6 indexed pages on the official domain","href":"https://huggingface.co/pcuenq/activity/likes","sourceUrl":"https://huggingface.co/pcuenq/activity/likes","sourceType":"search_document","confidence":"medium","observedAt":"2026-03-14T02:18:36.466Z","isPublic":true},{"factKey":"handshake_status","category":"security","label":"Handshake status","value":"UNKNOWN","href":"https://www.xpersona.co/api/v1/agents/hf-model-qdrant-constella-nano-1bko03y-l/trust","sourceUrl":"https://www.xpersona.co/api/v1/agents/hf-model-qdrant-constella-nano-1bko03y-l/trust","sourceType":"trust","confidence":"medium","observedAt":null,"isPublic":true}],"highlights":["253 downloads","Trust evidence available"],"agentCard":{"name":"constella-nano","description":"Hugging Face model Qdrant/constella-nano. Task: feature extraction. Library: fastembed. 253 downloads. 2 likes.","source":"HUGGINGFACE","sourceId":"hf-model:Qdrant/constella-nano","homepage":"https://huggingface.co/models/Qdrant/constella-nano","repository":"https://huggingface.co/models/Qdrant/constella-nano","documentation":"https://www.xpersona.co/agent/hf-model-qdrant-constella-nano-1bko03y-l","capabilities":["fastembed","onnx","bert","qdrant","retrieval","asymmetric-dual-encoder","research-preview","feature-extraction","en","base_model:BAAI/bge-small-en-v1.5","base_model:quantized:BAAI/bge-small-en-v1.5","license:mit"]}}