L

LlamaIndex

Infrastructure

Document-intelligence infrastructure for LLM applications: agentic OCR and parsing that turns contracts, reports and forms into structured context a model can retrieve against, plus the open-source framework of the same name.

Total funding—

Valuation—

Employees—

Founded2023

HeadquartersSan Francisco, USA

StatusPrivate

Products

Selected offerings — the AI products recorded here, not the vendor's full catalogue.

• LlamaParse API service Sold on its own

  Document parsing for LLM pipelines: layout-aware, agentic extraction that turns PDFs, contracts and forms into structured text a retrieval system can index, with an LLM or VLM reading the page when basic parsing is not enough.

• LiteParse Developer tool Sold on its own

  LlamaIndex's open-source document parser, published on GitHub for teams that want parsing in their own process rather than through LlamaCloud.

• LlamaIndex Developer tool Sold on its own

  The open-source framework the company is named for: SDKs for building context-aware agents over a company's own data, with Workflows for orchestration.

Inside LlamaCloud

• LlamaIndex Index Data service Included with the parent

  The indexing half of LlamaCloud: intelligent chunking and embedding that turns parsed documents into a searchable knowledge base for agents.

Inside LlamaParse

• LlamaExtract Data service Included with the parent

  Extracts structured data from complex documents using custom schemas, with field-level confidence scores and citations back to source.

Similar products 52

No sourced competitor yet: no filing, vendor document or measured-market report read so far names a rival for this company, so none is asserted. The companies below are the closest by what their products do.

How this list is ranked ↗

QQdrantPrivateLlamaIndex Index and Qdrant do comparable work on vector search; scale not recorded for either.2 of 4 capabilitiesShared product typeCompareSSnowflakePublic · $116BLlamaIndex Index and Cortex Search do comparable work on vector search; LlamaIndex's scale not recorded.4 of 4 capabilitiesShared product typeCompareDDatabricksPrivate · $190BLlamaIndex Index and Databricks AI Search do comparable work on vector search; LlamaIndex's scale not recorded.4 of 4 capabilitiesShared product typeCompareEElasticPublic · $10.2BLlamaIndex Index and Elastic Agent Builder do comparable work on vector search; LlamaIndex's scale not recorded; ships agent platform, application and 2 more rather than the same layer.3 of 4 capabilitiesDifferent layerCompareCClickHousePrivate · $1.1B raisedLlamaIndex Index and ClickHouse Cloud do comparable work on vector search; LlamaIndex's scale not recorded.2 of 4 capabilitiesShared product typeCompareAAAutomation AnywherePrivateLlamaParse and Context Intelligence Graph do comparable work on document extraction; scale not recorded for either.3 of 4 capabilitiesShared product typeCompareRRedisPrivateLlamaIndex Index and Redis Query Engine do comparable work on vector search; scale not recorded for either.1 of 4 capabilitiesShared product typeCompareNANomic AIPrivateLlamaParse and Nomic Agent API do comparable work on document extraction; scale not recorded for either.3 of 4 capabilitiesShared product typeCompareHCHuawei CloudPrivateLlamaParse and Optical Character Recognition (OCR) do comparable work on document extraction; scale not recorded for either.3 of 4 capabilitiesShared product typeCompareEEncordPrivateLlamaIndex Index and Encord Index do comparable work on vector search; scale not recorded for either.2 of 4 capabilitiesShared product typeCompareZZapierPrivate · $5BLiteParse and AI by Zapier do comparable work on document extraction; LlamaIndex's scale not recorded.3 of 4 capabilitiesShared product typeCompareCAContextual AIPrivate · $100M raisedLlamaParse and Contextual AI RAG Component APIs do comparable work on document extraction; LlamaIndex's scale not recorded.4 of 4 capabilitiesShared product typeCompareNCNAVER CloudPrivateLlamaParse and CLOVA OCR do comparable work on document extraction; scale not recorded for either.2 of 4 capabilitiesShared product typeCompareTTencentPublic · $510.1BLlamaIndex Index and Tencent Cloud VectorDB do comparable work on vector search; LlamaIndex's scale not recorded.4 of 4 capabilitiesShared product typeCompareMMicrosoftPublic · $3.7TLlamaIndex Index and Azure AI Search do comparable work on vector search; LlamaIndex's scale not recorded.4 of 4 capabilitiesShared product typeCompareLLabelboxPrivate · $189M raisedLlamaIndex Index and Catalog do comparable work on vector search; LlamaIndex's scale not recorded.2 of 4 capabilitiesShared product typeCompareMLMintplex LabsPrivateLlamaParse and AnythingLLM Cloud do comparable work on document extraction; scale not recorded for either; ships application rather than the same layer.2 of 4 capabilitiesDifferent layerCompareLLightOnPublic · $29.6MLlamaParse and LightOn API do comparable work on document extraction; LlamaIndex's scale not recorded.3 of 4 capabilitiesShared product typeCompareCCoherePrivate · $7BLlamaIndex Index and Compass do comparable work on vector search; LlamaIndex's scale not recorded.4 of 4 capabilitiesShared product typeCompareTTwilioPublic · $36.5BLlamaIndex Index and Enterprise Knowledge do comparable work on vector search; LlamaIndex's scale not recorded.3 of 4 capabilitiesShared product typeCompareOOraclePublic · $454.4BLlamaIndex Index and Oracle Autonomous AI Database do comparable work on vector search; LlamaIndex's scale not recorded.4 of 4 capabilitiesShared product typeCompareAAmazonPublic · $2.8TLlamaIndex Index and Amazon Kendra do comparable work on vector search; LlamaIndex's scale not recorded.4 of 4 capabilitiesShared product typeCompareVVectaraPrivateLlamaIndex Index and Vectara RAG-as-a-service platform do comparable work on vector search; scale not recorded for either.2 of 4 capabilitiesShared product typeCompareIIBMPublic · $216.6BLlamaParse and IBM Watson Natural Language Understanding do comparable work on document extraction; LlamaIndex's scale not recorded.4 of 4 capabilitiesShared product typeCompareLLangChainPrivate · $160M raisedOverlaps on agent orchestration and knowledge retrieval; LlamaIndex's scale not recorded.2 of 4 capabilitiesShared product typeCompareALAI21 LabsPrivate · $1.4BLlamaParse and AI21 Maestro do comparable work on document extraction; LlamaIndex's scale not recorded.3 of 4 capabilitiesShared product typeCompareSServiceNowPublic · $130.1BLiteParse and ServiceNow Document Intelligence do comparable work on document extraction; LlamaIndex's scale not recorded.3 of 4 capabilitiesShared product typeCompareHHebbiaPrivate · $700MLlamaParse and Hebbia Matrix do comparable work on document extraction; LlamaIndex's scale not recorded; ships AI agent and agent platform rather than the same layer.2 of 4 capabilitiesDifferent layerCompareRRogoPrivate · $300M raisedLlamaParse and Rogo do comparable work on document extraction; LlamaIndex's scale not recorded; ships AI agent and platform rather than the same layer.2 of 4 capabilitiesDifferent layerCompareSASarvam AIPrivate · $275M raisedLiteParse and Sarvam Document Digitisation do comparable work on document extraction; LlamaIndex's scale not recorded.1 of 4 capabilitiesShared product typeCompareCHCohere HealthPrivate · $200M raisedLlamaParse and Cohere Review Assist do comparable work on document extraction; LlamaIndex's scale not recorded; ships application and platform rather than the same layer.2 of 4 capabilitiesDifferent layerCompareUUpstagePrivate · $958.8MLlamaParse and Document Parse do comparable work on document extraction; LlamaIndex's scale not recorded.2 of 4 capabilitiesShared product typeCompareLLuminancePrivate · $400MLlamaParse and Luminance AI Contract Review do comparable work on document extraction; LlamaIndex's scale not recorded; ships application rather than the same layer.1 of 4 capabilitiesDifferent layerCompareDDropboxPublic · $7.8BLlamaParse and Dropbox Dash do comparable work on document extraction; LlamaIndex's scale not recorded; ships application rather than the same layer.2 of 4 capabilitiesDifferent layerCompareAAAleph AlphaPrivate · $500M raisedLlamaParse and PhariaAI do comparable work on document extraction; LlamaIndex's scale not recorded; ships model API and platform rather than the same layer.2 of 4 capabilitiesDifferent layerCompareZZendeskPrivate · $10.2BLlamaParse and Zendesk Knowledge do comparable work on document extraction; LlamaIndex's scale not recorded; ships AI agent and application rather than the same layer.3 of 4 capabilitiesDifferent layerCompareHHarveyPrivate · $11BLlamaParse and Harvey Vault do comparable work on document extraction; LlamaIndex's scale not recorded; ships AI agent and application rather than the same layer.3 of 4 capabilitiesDifferent layerCompareWWorkdayPublic · $49.3BLlamaExtract and Workday Contract Intelligence do comparable work on document extraction; LlamaIndex's scale not recorded; ships AI agent, agent platform and 1 more rather than the same layer.3 of 4 capabilitiesDifferent layerCompareWWriterPrivate · $1.9BLlamaParse and WRITER Knowledge Graph do comparable work on document extraction; LlamaIndex's scale not recorded; ships AI agent, agent platform and 2 more rather than the same layer.3 of 4 capabilitiesDifferent layerCompareMAMistral AIPrivate · $13.8BLlamaParse and Mistral OCR do comparable work on document extraction; LlamaIndex's scale not recorded.1 of 4 capabilitiesShared product typeCompareBBaiduPublic · $31.6BLlamaParse and Baidu OCR (General Text Recognition) do comparable work on document extraction; LlamaIndex's scale not recorded.2 of 4 capabilitiesShared product typeCompareLLegoraPrivate · $5.6BLlamaExtract and Legora Portal do comparable work on document extraction; LlamaIndex's scale not recorded; ships AI agent and application rather than the same layer.2 of 4 capabilitiesDifferent layerCompareRReworkdPrivate · $4M raisedLlamaExtract and Reworkd do comparable work on document extraction; LlamaIndex's scale not recorded; ships AI agent rather than the same layer.1 of 4 capabilitiesDifferent layerCompareEElicitPrivate · $100MLlamaParse and Elicit do comparable work on document extraction; LlamaIndex's scale not recorded; ships AI agent rather than the same layer.2 of 4 capabilitiesDifferent layerCompareYYandexPublicLlamaParse and Yandex Vision OCR do comparable work on document extraction; scale not recorded for either.3 of 4 capabilitiesShared product typeCompareKHKakao HealthcarePrivateLlamaExtract and HAYCORN do comparable work on document extraction; scale not recorded for either.1 of 4 capabilitiesShared product typeCompareUUiPathPublic · $7.2BLiteParse and UiPath Communications Mining do comparable work on document extraction; LlamaIndex's scale not recorded.2 of 4 capabilitiesShared product typeCompareAAdobePublic · $115.9BLiteParse and Adobe Acrobat Studio do comparable work on document extraction; LlamaIndex's scale not recorded.3 of 4 capabilitiesShared product typeCompareDDocusignPublic · $12.7BLiteParse and Docusign IAM do comparable work on document extraction; LlamaIndex's scale not recorded; ships AI agent, application and 1 more rather than the same layer.3 of 4 capabilitiesDifferent layerCompareVSVeeva SystemsPublic · $45.5BLiteParse and Veeva AI do comparable work on document extraction; LlamaIndex's scale not recorded; ships AI agent, agent platform and 1 more rather than the same layer.3 of 4 capabilitiesDifferent layerCompareOOpenTextPublicLiteParse and OpenText Aviator do comparable work on document extraction; scale not recorded for either; ships application rather than the same layer.2 of 4 capabilitiesDifferent layerCompareHHubSpotPublic · $13BLlamaParse and Data Agent do comparable work on document extraction; LlamaIndex's scale not recorded; ships AI agent, agent platform and 2 more rather than the same layer.3 of 4 capabilitiesDifferent layerCompare

Closest alternatives are pairs a vendor page itself compares. Similar products are matched from what each product does; nothing in that group is asserted as a rivalry.

Sources

Total funding

Not found · 4 Sep 2026

No funding total published by the company; the Wikipedia infobox carries no funding field.

Valuation

Checked — none published

No valuation published.

Employees

Not found · 4 Sep 2026

No headcount published.

Founded

Wikipedia · 4 Sep 2026

Infobox: founded 1 April 2023 by Jerry Liu and Simon Suo; type private.

Revenue

Checked — none published

Private; no revenue published.

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