Bixel

Vespa

Vespa.ai AS·Vespa.ai
Product Capabilities

Hybrid search platform

As of October 30, 2026, Vespa's features: 25 stated capabilities incl. hybrid search, RAG, and reranking, 7 integrations.

Backed by 32 dated facts
Every value derives from a dated, sourced capture — open any fact for its source.
Capabilities
Auto ScalingBM25BYOCContinuous DeploymentDistributed SearchDynamic SnippetsFully ManagedFuzzy SearchHorizontal ScalingHybrid SearchMachine Learned RankingMulti Phase RankingMulti RegionMulti VectorMultimodal SearchOnnxRAGReal Time ServingRegex SearchRerankingStructured SearchTensor SearchText SearchVector SearchXgboost
Integrations
AWSColpaliGCPNexlaOnnxVoyage AIXgboost
Features Change Historydated events · values unlock with a key
Feature added: Multi Phase Ranking
Feature added: BYOC
Feature added: Continuous Deployment
Feature added: Distributed Search
Feature added: BM25
Feature added: Dynamic Snippets
Feature added: Fully Managed
Feature added: Fuzzy Search
Every features fact on this pagekey · value · provenance · dated · sourced
FactValueProvenanceAs ofSource
features.auto-scalingAuto Scalingcompany stated2026-10-30vespa.ai/features/
features.bm25BM25company stated2026-10-30vespa.ai/features/
features.byocBYOCcompany stated2026-10-30vespa.ai/features/
features.continuous-deploymentContinuous Deploymentcompany stated2026-10-30vespa.ai/features/
features.distributed-searchDistributed Searchcompany stated2026-10-30vespa.ai/features/
features.dynamic-snippetsDynamic Snippetscompany stated2026-10-30vespa.ai/features/
features.fully-managedFully Managedcompany stated2026-10-30vespa.ai/features/
features.fuzzy-searchFuzzy Searchcompany stated2026-10-30vespa.ai/features/
features.horizontal-scalingHorizontal Scalingcompany stated2026-10-30vespa.ai/features/
features.hybrid-searchHybrid Searchcompany stated2026-10-30vespa.ai/features/
features.integration.awsAWScompany stated2026-10-30vespa.ai/features/
features.integration.colpaliColpalicompany stated2026-10-22vespa.ai/press
features.integration.gcpGCPcompany stated2026-10-30vespa.ai/features/
features.integration.nexlaNexlacompany stated2026-10-22vespa.ai/press
features.integration.onnxOnnxcompany stated2026-10-30vespa.ai/features/
features.integration.voyage-aiVoyage AIcompany stated2026-10-22vespa.ai/press
features.integration.xgboostXgboostcompany stated2026-10-30vespa.ai/features/
features.machine-learned-rankingMachine Learned Rankingcompany stated2026-10-30vespa.ai/features/
features.multi-phase-rankingMulti Phase Rankingcompany stated2026-10-30vespa.ai/features/
features.multi-regionMulti Regioncompany stated2026-10-30vespa.ai/features/
features.multi-vectorMulti Vectorcompany stated2026-10-30vespa.ai/features/
features.multimodal-searchMultimodal Searchcompany stated2026-10-22vespa.ai/press
features.onnxOnnxcompany stated2026-10-30vespa.ai/features/
features.ragRAGcompany stated2026-10-22vespa.ai/press
features.real-time-servingReal Time Servingcompany stated2026-10-22vespa.ai/press
features.regex-searchRegex Searchcompany stated2026-10-30vespa.ai/features/
features.rerankingRerankingcompany stated2026-10-22vespa.ai/press
features.structured-searchStructured Searchcompany stated2026-10-30vespa.ai/features/
features.tensor-searchTensor Searchcompany stated2026-10-30vespa.ai/features/
features.text-searchText Searchcompany stated2026-10-30vespa.ai/features/
features.vector-searchVector Searchcompany stated2026-10-30vespa.ai/features/
features.xgboostXgboostcompany stated2026-10-30vespa.ai/features/
Features across Vector DatabasesVespa ranked in place · tap through for each read
CompanyFeatures readFacts
ZillizHybrid search platform74
VectaraHybrid search platform48
LanceDBHybrid search platform39
ChromaHybrid search platform34
QdrantHybrid search platform32
Vespa this recordHybrid search platform32
WeaviateHybrid search platform32
PineconeHybrid search platform17
MarqoFocused feature set16
EpsillaRAG platform14
KDB.AIMulti-tenancy platform12
TopKHybrid search platform10
TurbopufferMulti-tenancy platform10
ActiveloopFocused feature set2

No observed features facts yet for Milvus and MyScale.

IdentityBixel ID · free forever
Bixel IDbxc_txnhv0ksnh0xbrandID in service · identity is free forever · permalink
Operated by

No registered company joined yet. Would resolve with: a registry identifier for the entity; a legal page on the site naming the registered company.

Registry identifiers

None on record.

Published identifiers
  • GitHub vespa-engine · inferred
  • LinkedIn vespa-ai · corroborated
  • X vespaengine · corroborated
  • YouTube channel/UCVXw_f6UHff8-V9FA1LMIiw · inferred
Get features for vespa.ai via API / MCPevery field dated and sourced
RESTopen tier
GET https://api.bixel.com/v1/companies/vespa.ai/facts?dimension=features

{
  "data": {
    "facts": [
      {
        "key": "features.auto-scaling",
        "value": true,
        "provenance": "company_stated",
        "as_of": "2026-10-30",
        "source_url": "vespa.ai/features/"
      },
      {
        "key": "features.bm25",
        "value": true,
        "provenance": "company_stated",
        "as_of": "2026-10-30",
        "source_url": "vespa.ai/features/"
      },
      {
        "key": "features.byoc",
        "value": true,
        "provenance": "company_stated",
        "as_of": "2026-10-30",
        "source_url": "vespa.ai/features/"
      },
      {
        "key": "features.continuous-deployment",
        "value": true,
        "provenance": "company_stated",
        "as_of": "2026-10-30",
        "source_url": "vespa.ai/features/"
      },
      "…"
    ]
  }
}
MCPfor agents
# any MCP client (Claude, agents)
const record = await bixel.get_company_facts({ domain: "vespa.ai", 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.