Bixel

Zilliz

Zilliz Inc.·Zilliz.com
Product Capabilities

Hybrid search platform

As of July 20, 2026, Zilliz's features: 42 stated capabilities including hybrid search and RAG, plus 37 integrations, cover the core AI retrieval stack; the breadth is self-reported and buyers should verify which capabilities are available on which pricing tier before committing.

High confidence · 79 dated facts
Corroborated across multiple dated, sourced facts.
Capabilities
ServerlessDedicated ClustersBYOCAuto ScalingMulti ReplicaHybrid SearchFull Text SearchFiltered SearchRange SearchGrouping SearchText MatchVector SearchTiered StorageBackup RestoreCross Region BackupContinuous Data ProtectionPoint In Time RecoveryReal Time MonitoringAlertingZero Copy Data AccessOn Demand IndexingCross Cluster MigrationZero Downtime MigrationData MaskingAPI Key ManagementSemantic SearchRAGMulti Modal RetrievalReal Time IngestionHigh AvailabilityMultimodal SearchApproximate Nearest NeighborData Backup RestoreData MigrationReal Time SyncBatch ProcessingVector IndexingGuiCLIBenchmarkingLLM Response CachingVector Visualization
Integrations
AWSGCPAzurePythonJavaGoNode.jsSlackLangchainLangchainrbChatGPTDatabricksConfluentPrometheusDatadogHoneyhiveCohereHaystackFiftyOneDSPyWhyHowVoyage AIJina AIn8nDocsGPTvLLMLangflowVectorizeQwQ-32BFAISSHnswApache SeatunnelOpenAIDeepSeekMilvusClaudeGemini
Features Change Historydated events · values unlock with a key
Feature added: On Demand Indexing
Feature added: Real Time Ingestion
Feature removed: Mmap · high significance
Feature removed: Reranking · high significance
Feature added: Benchmarking
Feature added: Mmap
Feature added: Reranking
Feature removed: High Speed Data Import · high significance
Every features fact on this pagekey · value · provenance · dated · sourced
FactValueProvenanceAs ofSource
features.alertingAlertingcompany stated2026-07-20zilliz.com/pricing
features.api-key-managementAPI Key Managementcompany stated2026-07-20zilliz.com/pricing
features.approximate-nearest-neighborApproximate Nearest Neighborcompany stated2026-07-20zilliz.com/product/open-source-vector-database
features.auto-scalingAuto Scalingcompany stated2026-07-20zilliz.com/pricing
features.backup-restoreBackup Restorecompany stated2026-07-20zilliz.com/pricing
features.batch-processingBatch Processingcompany stated2026-07-20zilliz.com/product/open-source-vector-database
features.benchmarkingBenchmarkingcompany stated2026-07-20zilliz.com/product/open-source-vector-database
features.byocBYOCcompany stated2026-07-20zilliz.com/pricing
features.cliCLIcompany stated2026-07-20zilliz.com/product/open-source-vector-database
features.continuous-data-protectionContinuous Data Protectioncompany stated2026-07-20zilliz.com/pricing
features.cross-cluster-migrationCross Cluster Migrationcompany stated2026-07-20zilliz.com/pricing
features.cross-region-backupCross Region Backupcompany stated2026-07-20zilliz.com/pricing
features.data-backup-restoreData Backup Restorecompany stated2026-07-20zilliz.com/product/open-source-vector-database
features.data-maskingData Maskingcompany stated2026-07-20zilliz.com/pricing
features.data-migrationData Migrationcompany stated2026-07-20zilliz.com/product/open-source-vector-database
features.dedicated-clustersDedicated Clusterscompany stated2026-07-20zilliz.com/pricing
features.filtered-searchFiltered Searchcompany stated2026-07-20zilliz.com/pricing
features.full-text-searchFull Text Searchcompany stated2026-07-20zilliz.com/pricing
features.grouping-searchGrouping Searchcompany stated2026-07-20zilliz.com/pricing
features.guiGuicompany stated2026-07-20zilliz.com/product/open-source-vector-database
features.high-availabilityHigh Availabilitycompany stated2026-07-20zilliz.com/pricing/unlimited-calculator
features.hybrid-searchHybrid Searchcompany stated2026-07-20zilliz.com/pricing
features.integration.apache-seatunnelApache Seatunnelcompany stated2026-07-20zilliz.com/product/open-source-vector-database
features.integration.awsAWScompany stated2026-07-20zilliz.com/pricing
features.integration.azureAzurecompany stated2026-07-20zilliz.com/pricing
features.integration.chatgptChatGPTcompany stated2026-07-20zilliz.com/product/integrations
features.integration.claudeClaudecompany stated2026-07-20zilliz.com/product/open-source-vector-database
features.integration.cohereCoherecompany stated2026-07-20zilliz.com/product/integrations
features.integration.confluentConfluentcompany stated2026-07-20zilliz.com/product/integrations
features.integration.databricksDatabrickscompany stated2026-07-20zilliz.com/product/integrations
features.integration.datadogDatadogcompany stated2026-07-20zilliz.com/product/integrations
features.integration.deepseekDeepSeekcompany stated2026-07-20zilliz.com/product/open-source-vector-database
features.integration.docsgptDocsGPTcompany stated2026-07-20zilliz.com/product/integrations
features.integration.dspyDSPycompany stated2026-07-20zilliz.com/product/integrations
features.integration.faissFAISScompany stated2026-07-20zilliz.com/product/open-source-vector-database
features.integration.fiftyoneFiftyOnecompany stated2026-07-20zilliz.com/product/integrations
features.integration.gcpGCPcompany stated2026-07-20zilliz.com/pricing
features.integration.geminiGeminicompany stated2026-07-20zilliz.com/product/open-source-vector-database
features.integration.goGocompany stated2026-07-20zilliz.com/pricing
features.integration.haystackHaystackcompany stated2026-07-20zilliz.com/product/integrations
features.integration.hnswHnswcompany stated2026-07-20zilliz.com/product/open-source-vector-database
features.integration.honeyhiveHoneyhivecompany stated2026-07-20zilliz.com/product/integrations
features.integration.javaJavacompany stated2026-07-20zilliz.com/pricing
features.integration.jina-aiJina AIcompany stated2026-07-20zilliz.com/product/integrations
features.integration.langchainLangchaincompany stated2026-07-20zilliz.com/product/integrations
features.integration.langchainrbLangchainrbcompany stated2026-07-20zilliz.com/product/integrations
features.integration.langflowLangflowcompany stated2026-07-20zilliz.com/product/integrations
features.integration.milvusMilvuscompany stated2026-07-20zilliz.com/product/open-source-vector-database
features.integration.n8nn8ncompany stated2026-07-20zilliz.com/product/integrations
features.integration.nodejsNode.jscompany stated2026-07-20zilliz.com/pricing
features.integration.openaiOpenAIcompany stated2026-07-20zilliz.com/product/open-source-vector-database
features.integration.prometheusPrometheuscompany stated2026-07-20zilliz.com/product/integrations
features.integration.pythonPythoncompany stated2026-07-20zilliz.com/pricing
features.integration.qwq-32bQwQ-32Bcompany stated2026-07-20zilliz.com/product/integrations
features.integration.slackSlackcompany stated2026-07-20zilliz.com/pricing
features.integration.vectorizeVectorizecompany stated2026-07-20zilliz.com/product/integrations
features.integration.vllmvLLMcompany stated2026-07-20zilliz.com/product/integrations
features.integration.voyage-aiVoyage AIcompany stated2026-07-20zilliz.com/product/integrations
features.integration.whyhowWhyHowcompany stated2026-07-20zilliz.com/product/integrations
features.llm-response-cachingLLM Response Cachingcompany stated2026-07-20zilliz.com/product/open-source-vector-database
features.multi-modal-retrievalMulti Modal Retrievalcompany stated2026-07-20zilliz.com/product/integrations
features.multi-replicaMulti Replicacompany stated2026-07-20zilliz.com/pricing
features.multimodal-searchMultimodal Searchcompany stated2026-07-20zilliz.com/product/open-source-vector-database
features.on-demand-indexingOn Demand Indexingcompany stated2026-07-20zilliz.com/pricing
features.point-in-time-recoveryPoint In Time Recoverycompany stated2026-07-20zilliz.com/pricing
features.ragRAGcompany stated2026-07-20zilliz.com/product/integrations
features.range-searchRange Searchcompany stated2026-07-20zilliz.com/pricing
features.real-time-ingestionReal Time Ingestioncompany stated2026-07-20zilliz.com/product/integrations
features.real-time-monitoringReal Time Monitoringcompany stated2026-07-20zilliz.com/pricing
features.real-time-syncReal Time Synccompany stated2026-07-20zilliz.com/product/open-source-vector-database
features.semantic-searchSemantic Searchcompany stated2026-07-20zilliz.com/product/integrations
features.serverlessServerlesscompany stated2026-07-20zilliz.com/pricing
features.text-matchText Matchcompany stated2026-07-20zilliz.com/pricing
features.tiered-storageTiered Storagecompany stated2026-07-20zilliz.com/pricing
features.vector-indexingVector Indexingcompany stated2026-07-20zilliz.com/product/open-source-vector-database
features.vector-searchVector Searchcompany stated2026-07-20zilliz.com/pricing
features.vector-visualizationVector Visualizationcompany stated2026-07-20zilliz.com/product/open-source-vector-database
features.zero-copy-data-accessZero Copy Data Accesscompany stated2026-07-20zilliz.com/pricing
features.zero-downtime-migrationZero Downtime Migrationcompany stated2026-07-20zilliz.com/pricing
Features across Vector DatabasesZilliz ranked in place · tap through for each read
CompanyFeatures readFacts
Zilliz this recordHybrid search platform79
QdrantHybrid search platform50
VectaraRAG platform48
ChromaHybrid search platform46
LanceDBHybrid search platform38
ActiveloopRAG platform37
TopKMulti-tenancy platform33
PineconeReranking platform31
TurbopufferMulti-tenancy platform31
KDB.AIFocused feature set18
EpsillaRAG platform16
VespaHybrid search platform14
MarqoFocused feature set5

No observed features facts yet for Milvus, MyScale and Weaviate.

Get features for zilliz.com via API / MCPevery field dated and sourced
RESTopen tier
GET https://api.bixel.com/v1/companies/zilliz.com/facts?dimension=features

{
  "data": {
    "facts": [
      {
        "key": "features.serverless",
        "value": true,
        "provenance": "company_stated",
        "as_of": "2026-07-20",
        "source_url": "zilliz.com/pricing"
      },
      {
        "key": "features.dedicated-clusters",
        "value": true,
        "provenance": "company_stated",
        "as_of": "2026-07-20",
        "source_url": "zilliz.com/pricing"
      },
      {
        "key": "features.byoc",
        "value": true,
        "provenance": "company_stated",
        "as_of": "2026-07-20",
        "source_url": "zilliz.com/pricing"
      },
      {
        "key": "features.auto-scaling",
        "value": true,
        "provenance": "company_stated",
        "as_of": "2026-07-20",
        "source_url": "zilliz.com/pricing"
      },
      "…"
    ]
  }
}
MCPfor agents
# any MCP client (Claude, agents)
const record = await bixel.get_company_facts({ domain: "zilliz.com", dimension: "features" })

# returns the features record above,
# each value with its source_url + as_of,
# ready to reason over
Build on the company record. One key, REST + MCP, every signal dated and sourced back to the page it came from.

Public record, read from companies' own pages and boards. Every fact dated and sourced; provenance (observed vs company stated) shown inline.