Bixel

Vectara

Vectara, Inc.·Vectara.com
Product Capabilities

Agentic RAG platform

As of September 3, 2026, Vectara's features: 26 stated capabilities anchor on agentic RAG, hybrid search, and MCP, with 4 integrations and 4 supported models. That breadth covers the core enterprise RAG stack, but buyers should verify which capabilities are available per deployment type before the sales call.

Backed by 31 dated facts
Every value derives from a dated, sourced capture — open any fact for its source.
Capabilities
Agentic RAGAir GappedAPIBring Your Own ModelBYOCBYOMCitationsCustom InstructionsFactual Consistency ScoreFactual Consistency ScoringHallucination CorrectionHallucination DetectionHybrid SearchMCP SupportModel AgnosticMulti Modal IngestMultilingualMultimodal IndexingObservabilityOn PremisesRAGRerankingSAASSelf HostedStructured OutputZero Shot Learning
Integrations
AnthropicGoogle GeminiHugging FaceOpenAI
Details
Model count4
Features Change Historydated events · values unlock with a key
Feature added: API
Feature added: Anthropic
Feature added: Google Gemini
Feature added: Model Agnostic
Feature added: Multi Modal Ingest
Feature added: Multilingual
Feature removed: Agent Tool Validation · high significance
Feature removed: AI Agents · high significance
Every features fact on this pagekey · value · provenance · dated · sourced
FactValueProvenanceAs ofSource
features.agentic-ragAgentic RAGcompany stated2026-09-03www.vectara.com/business/platform
features.air-gappedAir Gappedcompany stated2026-09-03www.vectara.com/business/platform/why-vectara
features.apiAPIcompany stated2026-09-03www.vectara.com/business/platform
features.bring-your-own-modelBring Your Own Modelcompany stated2026-09-03www.vectara.com/business/platform
features.byocBYOCcompany stated2026-08-31www.vectara.com/pricing
features.byomBYOMcompany stated2026-08-31www.vectara.com/pricing
features.citationsCitationscompany stated2026-09-03www.vectara.com/business/platform/why-vectara
features.custom-instructionsCustom Instructionscompany stated2026-09-03www.vectara.com/business/platform
features.factual-consistency-scoreFactual Consistency Scorecompany stated2026-09-03www.vectara.com/business/platform/models
features.factual-consistency-scoringFactual Consistency Scoringcompany stated2026-09-03www.vectara.com/business/platform
features.hallucination-correctionHallucination Correctioncompany stated2026-09-03www.vectara.com/business/platform
features.hallucination-detectionHallucination Detectioncompany stated2026-09-03www.vectara.com/business/platform
features.hybrid-searchHybrid Searchcompany stated2026-09-03www.vectara.com/business/platform
features.integration.anthropicAnthropiccompany stated2026-08-31www.vectara.com/pricing
features.integration.google-geminiGoogle Geminicompany stated2026-08-31www.vectara.com/pricing
features.integration.hugging-faceHugging Facecompany stated2026-09-03www.vectara.com/business/platform/models
features.integration.openaiOpenAIcompany stated2026-08-31www.vectara.com/pricing
features.mcp-supportMCP Supportcompany stated2026-09-03www.vectara.com/business/platform/why-vectara
features.model_count4company stated2026-09-03www.vectara.com/business/platform/models
features.model-agnosticModel Agnosticcompany stated2026-09-03www.vectara.com/business/platform/why-vectara
features.multi-modal-ingestMulti Modal Ingestcompany stated2026-09-03www.vectara.com/business/platform/why-vectara
features.multilingualMultilingualcompany stated2026-09-03www.vectara.com/business/platform/models
features.multimodal-indexingMultimodal Indexingcompany stated2026-09-03www.vectara.com/business/platform
features.observabilityObservabilitycompany stated2026-09-03www.vectara.com/business/platform
features.on-premisesOn Premisescompany stated2026-09-03www.vectara.com/business/platform
features.ragRAGcompany stated2026-09-03www.vectara.com/business/platform/models
features.rerankingRerankingcompany stated2026-09-03www.vectara.com/business/platform
features.saasSAAScompany stated2026-09-03www.vectara.com/business/platform
features.self-hostedSelf Hostedcompany stated2026-08-31www.vectara.com/pricing
features.structured-outputStructured Outputcompany stated2026-09-03www.vectara.com/business/platform/models
features.zero-shot-learningZero Shot Learningcompany stated2026-09-03www.vectara.com/business/platform/models
Features across Vector DatabasesVectara ranked in place · tap through for each read
CompanyFeatures readFacts
ZillizHybrid search platform75
WeaviateHybrid search platform35
ChromaHybrid search platform34
QdrantFocused feature set32
Vectara this recordAgentic RAG platform31
LanceDBHybrid search platform25
PineconeReranking platform23
ActiveloopFocused feature set16
EpsillaMulti-tenancy platform14
KDB.AIHybrid search platform12
TopKHybrid search platform10
VespaHybrid search platform10
TurbopufferMulti-tenancy platform9

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

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

{
  "data": {
    "facts": [
      {
        "key": "features.agentic-rag",
        "value": true,
        "provenance": "company_stated",
        "as_of": "2026-09-03",
        "source_url": "www.vectara.com/business/platform"
      },
      {
        "key": "features.air-gapped",
        "value": true,
        "provenance": "company_stated",
        "as_of": "2026-09-03",
        "source_url": "www.vectara.com/business/platform/why-vectara"
      },
      {
        "key": "features.api",
        "value": true,
        "provenance": "company_stated",
        "as_of": "2026-09-03",
        "source_url": "www.vectara.com/business/platform"
      },
      {
        "key": "features.bring-your-own-model",
        "value": true,
        "provenance": "company_stated",
        "as_of": "2026-09-03",
        "source_url": "www.vectara.com/business/platform"
      },
      "…"
    ]
  }
}
MCPfor agents
# any MCP client (Claude, agents)
const record = await bixel.get_company_facts({ domain: "vectara.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.