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Cognee

Cognee is an open-source AI memory and knowledge graph platform that enables developers to build persistent, structured memory for AI agents and LLM applications. The platform provides a REST API and Python/TypeScript SDKs for ingesting documents and data from 28+ sources, processing them through a six-stage ECL (Extract, Cognify, Load) pipeline, and storing the resulting entities and relationships in a hybrid graph-vector-relational store. Developers can query the knowledge graph using 13+ search modes including semantic graph completion, RAG completion, and temporal search. Cognee is available as a managed cloud service on AWS, GCP, and Azure, or as a self-hosted deployment via Docker, Modal, Railway, Fly.io, and Render.

1 APIs 0 Features
AIMemoryKnowledge GraphRAGAgentsGraph DatabaseVector SearchLLMOpen Source

APIs

Cognee REST API

The Cognee REST API provides endpoints for the complete AI memory lifecycle, including data ingestion, knowledge graph construction, and semantic retrieval. Core endpoints cover...

Semantic Vocabularies

Cognee Context

1 classes · 42 properties

JSON-LD

Resources

🔗
Website
Website
🔗
Documentation
Documentation
👥
GitHubOrg
GitHubOrg
👥
GitHubRepository
GitHubRepository
🔗
LinkedIn
LinkedIn
📰
Blog
Blog
💰
Pricing
Pricing
🔗
CostCalculator
CostCalculator
🔗
X
X
🔗
Discord
Discord
🔗
Plans
Plans
🔗
RateLimits
RateLimits
🔗
FinOps
FinOps
🔗
Vocabulary
Vocabulary
🔗
JSONLDContext
JSONLDContext
📰
Blog
Blog

Sources

Raw ↑
aid: cognee
name: Cognee
description: >
  Cognee is an open-source AI memory and knowledge graph platform that enables developers
  to build persistent, structured memory for AI agents and LLM applications. The platform
  provides a REST API and Python/TypeScript SDKs for ingesting documents and data from
  28+ sources, processing them through a six-stage ECL (Extract, Cognify, Load) pipeline,
  and storing the resulting entities and relationships in a hybrid graph-vector-relational
  store. Developers can query the knowledge graph using 13+ search modes including semantic
  graph completion, RAG completion, and temporal search. Cognee is available as a managed
  cloud service on AWS, GCP, and Azure, or as a self-hosted deployment via Docker, Modal,
  Railway, Fly.io, and Render.
type: Index
image: https://kinlane-productions.s3.amazonaws.com/apis-json/apis-json-logo.jpg
url: https://raw.githubusercontent.com/api-evangelist/cognee/refs/heads/main/apis.yml
created: "2026-06-12"
modified: "2026-06-12"
specificationVersion: "0.19"
tags:
  - AI
  - Memory
  - Knowledge Graph
  - RAG
  - Agents
  - Graph Database
  - Vector Search
  - LLM
  - Open Source

apis:
  - name: Cognee REST API
    description: >
      The Cognee REST API provides endpoints for the complete AI memory lifecycle, including
      data ingestion, knowledge graph construction, and semantic retrieval. Core endpoints
      cover adding raw text or documents, triggering the cognify pipeline that extracts
      entities and relationships via LLM, executing multi-mode search queries, managing
      datasets, and creating agent identities. The API uses X-Api-Key header authentication
      for cloud deployments and Bearer token auth for self-hosted instances.
    image: https://kinlane-productions.s3.amazonaws.com/apis-json/apis-json-logo.jpg
    humanURL: https://docs.cognee.ai/api-reference/introduction
    baseURL: https://api.cognee.ai
    tags:
      - AI Memory
      - Knowledge Graph
      - REST API
    properties:
      - type: Documentation
        url: https://docs.cognee.ai/api-reference/introduction
      - type: OpenAPI
        url: https://api.cognee.ai/docs
      - type: SwaggerUI
        url: https://api.cognee.ai/docs
      - type: OpenAPI
        url: openapi/cognee-rest-api-openapi.yml

common:
  - type: Website
    url: https://www.cognee.ai/
  - type: Documentation
    url: https://docs.cognee.ai/
  - type: GitHubOrg
    url: https://github.com/topoteretes
  - type: GitHubRepository
    url: https://github.com/topoteretes/cognee
  - type: LinkedIn
    url: https://www.linkedin.com/company/cognee-ai
  - type: Blog
    url: https://www.cognee.ai/blog
  - type: Pricing
    url: https://www.cognee.ai/pricing
  - type: CostCalculator
    url: https://www.cognee.ai/cost-calculator
  - type: X
    url: https://x.com/cognee_
  - type: Discord
    url: https://discord.gg/m63hxKsp4p
  - type: Plans
    url: plans/cognee-plans-pricing.yml
  - type: RateLimits
    url: rate-limits/cognee-rate-limits.yml
  - type: FinOps
    url: finops/cognee-finops.yml
  - type: Vocabulary
    url: vocabulary/cognee-vocabulary.yml
  - type: JSONLDContext
    url: json-ld/cognee-context.jsonld
  - type: Blog
    url: blogs/blogs.json

maintainers:
  - FN: Kin Lane
    email: [email protected]