Bixel

LanceDB

Lancedb.com
Product Capabilities

Hybrid search platform

As of September 2, 2026, LanceDB's features: 16 stated capabilities anchored by hybrid search and reranking, plus 9 integrations, cover the core retrieval stack a production AI application needs, though stated capability counts are self-reported and should be tested against your specific query patterns.

Backed by 25 dated facts
Every value derives from a dated, sourced capture — open any fact for its source.
Capabilities
Distributed IndexingDistributed QueryEmbedded DeploymentFeature EngineeringFull Text SearchGeospatial IndexingHybrid SearchMetadata FilteringMultimodal SearchNamespacesRandom AccessRerankingScalar IndexingSchema EvolutionVector SearchVersioning
Integrations
CrewaiDuckdbHugging FaceLangchainLlamaindexPyTorchRaySparkVoxel51
Features Change Historydated events · values unlock with a key
Feature removed: Blob Storage · high significance
Feature removed: Multimodal · high significance
Feature removed: Serverless · high significance
Feature removed: Zero Copy · high significance
Feature removed: LLM As Udf · high significance
Feature removed: SQL Analytics · high significance
Feature removed: TypeScript · high significance
Feature removed: Jax · high significance
Every features fact on this pagekey · value · provenance · dated · sourced
FactValueProvenanceAs ofSource
features.distributed-indexingDistributed Indexingcompany stated2026-07-17lancedb.com/contact
features.distributed-queryDistributed Querycompany stated2026-07-17lancedb.com/contact
features.embedded-deploymentEmbedded Deploymentcompany stated2026-07-17lancedb.com/contact
features.feature-engineeringFeature Engineeringcompany stated2026-09-02www.lancedb.com/blog/series-a-funding
features.full-text-searchFull Text Searchcompany stated2026-07-17lancedb.com/contact
features.geospatial-indexingGeospatial Indexingcompany stated2026-09-02www.lancedb.com/blog/series-a-funding
features.hybrid-searchHybrid Searchcompany stated2026-07-17lancedb.com/contact
features.integration.crewaiCrewaicompany stated2026-07-17lancedb.com/contact
features.integration.duckdbDuckdbcompany stated2026-07-17lancedb.com/contact
features.integration.hugging-faceHugging Facecompany stated2026-07-17lancedb.com/contact
features.integration.langchainLangchaincompany stated2026-07-17lancedb.com/contact
features.integration.llamaindexLlamaindexcompany stated2026-07-17lancedb.com/contact
features.integration.pytorchPyTorchcompany stated2026-07-17lancedb.com/contact
features.integration.rayRaycompany stated2026-07-17lancedb.com/contact
features.integration.sparkSparkcompany stated2026-07-17lancedb.com/contact
features.integration.voxel51Voxel51company stated2026-07-17lancedb.com/contact
features.metadata-filteringMetadata Filteringcompany stated2026-07-17lancedb.com/contact
features.multimodal-searchMultimodal Searchcompany stated2026-07-17lancedb.com/contact
features.namespacesNamespacescompany stated2026-07-17lancedb.com/contact
features.random-accessRandom Accesscompany stated2026-07-17lancedb.com/contact
features.rerankingRerankingcompany stated2026-07-17lancedb.com/contact
features.scalar-indexingScalar Indexingcompany stated2026-07-17lancedb.com/contact
features.schema-evolutionSchema Evolutioncompany stated2026-07-17lancedb.com/contact
features.vector-searchVector Searchcompany stated2026-07-17lancedb.com/contact
features.versioningVersioningcompany stated2026-07-17lancedb.com/contact
Features across Vector DatabasesLanceDB ranked in place · tap through for each read
CompanyFeatures readFacts
ZillizHybrid search platform75
WeaviateHybrid search platform35
ChromaHybrid search platform34
QdrantFocused feature set32
VectaraMultimodal platform31
LanceDB this recordHybrid search platform25
PineconeReranking platform23
ActiveloopFocused feature set16
EpsillaRAG platform14
KDB.AIMulti-tenancy platform12
TopKHybrid search platform10
VespaRAG platform10
TurbopufferMulti-tenancy platform9

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

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

{
  "data": {
    "facts": [
      {
        "key": "features.distributed-indexing",
        "value": true,
        "provenance": "company_stated",
        "as_of": "2026-07-17",
        "source_url": "lancedb.com/contact"
      },
      {
        "key": "features.distributed-query",
        "value": true,
        "provenance": "company_stated",
        "as_of": "2026-07-17",
        "source_url": "lancedb.com/contact"
      },
      {
        "key": "features.embedded-deployment",
        "value": true,
        "provenance": "company_stated",
        "as_of": "2026-07-17",
        "source_url": "lancedb.com/contact"
      },
      {
        "key": "features.feature-engineering",
        "value": true,
        "provenance": "company_stated",
        "as_of": "2026-09-02",
        "source_url": "www.lancedb.com/blog/series-a-funding"
      },
      "…"
    ]
  }
}
MCPfor agents
# any MCP client (Claude, agents)
const record = await bixel.get_company_facts({ domain: "lancedb.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.