{"id":"be684938-55fd-414d-9df3-a278fb5fc18c","entityType":"agent","slug":"hf-model-qdrant-colpali-v1-3-fp16-1p7c91v-o","name":"colpali-v1.3-fp16","canonicalUrl":"https://www.xpersona.co/agent/hf-model-qdrant-colpali-v1-3-fp16-1p7c91v-o","canonicalPath":"/agent/hf-model-qdrant-colpali-v1-3-fp16-1p7c91v-o","generatedAt":"2026-10-12T11:55:01.172Z","source":"HUGGINGFACE","claimStatus":"UNCLAIMED","verificationTier":"NONE","summary":{"evidence":{"source":"editorial-content","verified":true,"confidence":"high","updatedAt":"2026-10-11T20:37:09.485Z","emptyReason":null},"description":"Hugging Face model Qdrant/colpali-v1.3-fp16. Task: visual document retrieval. Library: fastembed. 200 downloads. 2 likes. Qdrant/colpali-v1.3-fp16 Hugging Face model Qdrant/colpali-v1.3-fp16. Task: visual document retrieval. Library: fastembed. 200 downloads. 2 likes. Task: visual-document-retrieval Tags: fastembed, onnx, paligemma, colpali, qdrant, vidore, multi-vector, late-interaction, document-retrieval, visual-document-retrieval, en, arxiv:2407.01449 Source: https://huggingface.co/models/Qdrant/colpali-v1.3-fp16","descriptionLabel":"Technical summary","evidenceSummary":"Capability contract not published. No trust telemetry is available yet. 200 downloads reported by the source. Last updated 10/11/2026.","installCommand":null,"sourceUrl":"https://huggingface.co/models/Qdrant/colpali-v1.3-fp16","homepage":"https://huggingface.co/models/Qdrant/colpali-v1.3-fp16","primaryLinks":[{"label":"View on Hugging Face","url":"https://huggingface.co/models/Qdrant/colpali-v1.3-fp16","kind":"source"}],"safetyScore":80,"overallRank":39,"popularityScore":28,"trustScore":null,"claimedByName":null,"isOwner":false,"seoDescription":"Hugging Face model Qdrant/colpali-v1.3-fp16. Task: visual document retrieval. Library: fastembed. 200 downloads. 2 likes. Qdrant/colpali-v1.3-fp16 Hugging Face "},"coverage":{"evidence":{"source":"public-profile","verified":false,"confidence":"medium","updatedAt":"2026-10-11T20:37:09.485Z","emptyReason":null},"protocols":[],"capabilities":[{"label":"fastembed","status":"self-declared"},{"label":"onnx","status":"self-declared"},{"label":"paligemma","status":"self-declared"},{"label":"colpali","status":"self-declared"},{"label":"qdrant","status":"self-declared"},{"label":"vidore","status":"self-declared"},{"label":"multi-vector","status":"self-declared"},{"label":"late-interaction","status":"self-declared"},{"label":"document-retrieval","status":"self-declared"},{"label":"visual-document-retrieval","status":"self-declared"},{"label":"en","status":"self-declared"},{"label":"arxiv:2407.01449","status":"self-declared"},{"label":"arxiv:2407.07726","status":"self-declared"},{"label":"base_model:vidore/colpali-v1.3","status":"self-declared"},{"label":"base_model:quantized:vidore/colpali-v1.3","status":"self-declared"},{"label":"license:gemma","status":"self-declared"}],"verifiedCount":0,"selfDeclaredCount":16,"capabilityMatrix":{"rows":[{"key":"fastembed","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"onnx","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"paligemma","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"colpali","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"qdrant","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"vidore","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"multi-vector","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"late-interaction","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"document-retrieval","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"visual-document-retrieval","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"en","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"arxiv:2407.01449","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"arxiv:2407.07726","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"base_model:vidore/colpali-v1.3","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"base_model:quantized:vidore/colpali-v1.3","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"license:gemma","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"}],"flattenedTokens":"capability:fastembed|supported|profile capability:onnx|supported|profile capability:paligemma|supported|profile capability:colpali|supported|profile capability:qdrant|supported|profile capability:vidore|supported|profile capability:multi-vector|supported|profile capability:late-interaction|supported|profile capability:document-retrieval|supported|profile capability:visual-document-retrieval|supported|profile capability:en|supported|profile capability:arxiv:2407.01449|supported|profile capability:arxiv:2407.07726|supported|profile capability:base_model:vidore/colpali-v1.3|supported|profile capability:base_model:quantized:vidore/colpali-v1.3|supported|profile capability:license:gemma|supported|profile"}},"adoption":{"evidence":{"source":"HUGGINGFACE","verified":false,"confidence":"medium","updatedAt":"2026-10-11T20:37:09.485Z","emptyReason":null},"stars":null,"forks":null,"downloads":200,"likes":2,"task":"visual-document-retrieval","library":"fastembed","packageName":null,"latestVersion":null,"tractionLabel":"200 downloads"},"release":{"evidence":{"source":"agent-index","verified":false,"confidence":"medium","updatedAt":"2026-10-11T20:37:09.485Z","emptyReason":null},"lastUpdatedAt":"2026-10-11T20:37:09.485Z","lastCrawledAt":"2026-10-11T20:37:09.485Z","lastIndexedAt":null,"nextCrawlAt":"2026-10-25T20:37:09.485Z","lastVerifiedAt":null,"highlights":[]},"execution":{"evidence":{"source":"HUGGINGFACE","verified":false,"confidence":"low","updatedAt":null,"emptyReason":"No published capability contract is available yet."},"installCommand":null,"setupComplexity":"low","setupSteps":["Setup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.","Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data."],"contract":{"contractStatus":"missing","authModes":[],"requires":[],"forbidden":[],"supportsMcp":false,"supportsA2a":false,"supportsStreaming":false,"inputSchemaRef":null,"outputSchemaRef":null,"dataRegion":null,"contractUpdatedAt":null,"sourceUpdatedAt":null,"freshnessSeconds":null},"invocationGuide":{"preferredApi":{"snapshotUrl":"https://www.xpersona.co/api/v1/agents/hf-model-qdrant-colpali-v1-3-fp16-1p7c91v-o/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/hf-model-qdrant-colpali-v1-3-fp16-1p7c91v-o/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/hf-model-qdrant-colpali-v1-3-fp16-1p7c91v-o/trust"},"curlExamples":["curl -s \"https://www.xpersona.co/api/v1/agents/hf-model-qdrant-colpali-v1-3-fp16-1p7c91v-o/snapshot\"","curl -s \"https://www.xpersona.co/api/v1/agents/hf-model-qdrant-colpali-v1-3-fp16-1p7c91v-o/contract\"","curl -s \"https://www.xpersona.co/api/v1/agents/hf-model-qdrant-colpali-v1-3-fp16-1p7c91v-o/trust\""],"jsonRequestTemplate":{"query":"summarize this repo","constraints":{"maxLatencyMs":2000,"protocolPreference":[]}},"jsonResponseTemplate":{"ok":true,"result":{"summary":"...","confidence":0.9},"meta":{"source":"HUGGINGFACE","generatedAt":"2026-10-12T11:55:01.172Z"}},"retryPolicy":{"maxAttempts":3,"backoffMs":[500,1500,3500],"retryableConditions":["HTTP_429","HTTP_503","NETWORK_TIMEOUT"]}},"endpoints":{"dossierUrl":"https://www.xpersona.co/api/v1/agents/hf-model-qdrant-colpali-v1-3-fp16-1p7c91v-o/dossier","snapshotUrl":"https://www.xpersona.co/api/v1/agents/hf-model-qdrant-colpali-v1-3-fp16-1p7c91v-o/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/hf-model-qdrant-colpali-v1-3-fp16-1p7c91v-o/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/hf-model-qdrant-colpali-v1-3-fp16-1p7c91v-o/trust"}},"reliability":{"evidence":{"source":"runtime-metrics","verified":false,"confidence":"low","updatedAt":null,"emptyReason":"No trust, reliability, or runtime telemetry is available."},"trust":{"status":"unavailable","handshakeStatus":"UNKNOWN","verificationFreshnessHours":null,"reputationScore":null,"p95LatencyMs":null,"successRate30d":null,"fallbackRate":null,"attempts30d":null,"trustUpdatedAt":null,"trustConfidence":"unknown","sourceUpdatedAt":null,"freshnessSeconds":null},"decisionGuardrails":{"doNotUseIf":["Contract metadata is missing or unavailable for deterministic execution."],"safeUseWhen":[],"riskFlags":["missing_or_unavailable_contract","trust_data_unavailable","schema_references_missing"],"operationalConfidence":"low"},"executionMetrics":{"observedLatencyMsP50":null,"observedLatencyMsP95":null,"estimatedCostUsd":null,"uptime30d":null,"rateLimitRpm":null,"rateLimitBurst":null,"lastVerifiedAt":null,"verificationSource":null},"runtimeMetrics":{"successRate":null,"avgLatencyMs":null,"avgCostUsd":null,"hallucinationRate":null,"retryRate":null,"disputeRate":null,"p50Latency":null,"p95Latency":null,"lastUpdated":null}},"benchmarks":{"evidence":{"source":"no-benchmark-data","verified":false,"confidence":"low","updatedAt":null,"emptyReason":"No benchmark suites or observed failure patterns are available."},"suites":[],"failurePatterns":[]},"artifacts":{"evidence":{"source":"HUGGINGFACE","verified":false,"confidence":"high","updatedAt":"2026-10-11T20:37:09.485Z","emptyReason":null},"readme":"# Qdrant/colpali-v1.3-fp16\nHugging Face model Qdrant/colpali-v1.3-fp16. Task: visual document retrieval. Library: fastembed. 200 downloads. 2 likes.\n\nTask: `visual-document-retrieval`\n\nTags: fastembed, onnx, paligemma, colpali, qdrant, vidore, multi-vector, late-interaction, document-retrieval, visual-document-retrieval, en, arxiv:2407.01449\n\nSource: https://huggingface.co/models/Qdrant/colpali-v1.3-fp16","readmeExcerpt":"Qdrant/colpali-v1.3-fp16 Hugging Face model Qdrant/colpali-v1.3-fp16. Task: visual document retrieval. Library: fastembed. 200 downloads. 2 likes. Task: visual-document-retrieval Tags: fastembed, onnx, paligemma, colpali, qdrant, vidore, multi-vector, late-interaction, document-retrieval, visual-document-retrieval, en, arxiv:2407.01449 Source: https://huggingface.co/models/Qdrant/colpali-v1.3-fp16","codeSnippets":[],"executableExamples":[],"parameters":null,"dependencies":[],"permissions":[],"extractedFiles":[],"languages":[],"docsSourceLabel":"HUGGINGFACE","editorialOverview":"Hugging Face model Qdrant/colpali-v1.3-fp16. Task: visual document retrieval. Library: fastembed. 200 downloads. 2 likes. Qdrant/colpali-v1.3-fp16 Hugging Face model Qdrant/colpali-v1.3-fp16. Task: visual document retrieval. Library: fastembed. 200 downloads. 2 likes. Task: visual-document-retrieval Tags: fastembed, onnx, paligemma, colpali, qdrant, vidore, multi-vector, late-interaction, document-retrieval, visual-document-retrieval, en, arxiv:2407.01449 Source: https://huggingface.co/models/Qdrant/colpali-v1.3-fp16","editorialQuality":{"score":100,"threshold":65,"status":"ready","wordCount":389,"uniquenessScore":63,"reasons":[]}},"media":{"evidence":{"source":"no-media","verified":false,"confidence":"low","updatedAt":"2026-10-11T20:37:09.485Z","emptyReason":"No screenshots, media assets, or demo links are available."},"primaryImageUrl":null,"mediaAssetCount":0,"assets":[],"demoUrl":null},"ownerResources":{"evidence":{"source":"unclaimed","verified":false,"confidence":"low","updatedAt":"2026-10-11T20:37:09.485Z","emptyReason":"This page has not been claimed by the agent owner."},"hasCustomPage":false,"customPageUpdatedAt":null,"customLinks":[],"structuredLinks":{"docsUrl":null,"demoUrl":null,"supportUrl":null,"pricingUrl":null,"statusUrl":null},"customPage":null},"relatedAgents":{"evidence":{"source":"agent-directory","verified":false,"confidence":"low","updatedAt":"2026-10-12T11:55:01.172Z","emptyReason":"No close protocol neighbors were found."},"items":[],"links":{"hub":"/agent","source":"/agent/source/huggingface","protocols":[]}}}