AI agent responses you can rely on

Stop second-guessing your AI agents. Start trusting them to give you accurate and reliable outputs.

Backed by

People use cognee to sort out their data and improve AI answers

Say goodbye to AI Agent hallucinations. Get a production-ready data engine that maps out your data logically so AI can respond to prompts accurately.

Add your data

Upload your data sources. Any type of data works; unstructured text or raw media files, PDFs, tables, and many more.

Building data map

Cognee does it's stuff. It takes your data and maps out a knowledge graph. It determines relevant memory types per query and finds hidden connections in your data.

Ready for AI

Using your data, Cognee establishes graph topography and connects knowledge clusters. The result? LLM agents understand your data and you get more reliable responses.

Improve responses from LLM applications

Text generation

Content summaries

Customer analysis

Chatbot responses

Code generation

Translations

Why choose Cognee

Info you didn't know existedCognee connects data points to uncover previously hidden links. You get to find out info you never knew and your LLM output will be much more useful to you.

Improves your LLM outputsCognee works with your data to improve the responses of your LLM agents.

A tool that grows with youCognee can handle increasing amounts of data and user demands with no loss of performance so your business runs like clockwork as your grow.

Works with your existing tech stackOur tool integrates with your existing infrastructure and tools. We support over 28 standard ingestion sources and counting.

Money = saved!With Cognee, you don't need to use expensive OpenAI APIs because we've created a data store for you. So you get a much better AI system that's cost effective too!

Up and running ridiculously quicklyWe provide developers with the right abstractions so they can start building straight away.

Info you didn't know existedCognee connects data points to uncover previously hidden links. You get to find out info you never knew and your LLM output will be much more useful to you.

A tool that grows with youCognee can handle increasing amounts of data and user demands with no loss of performance so your business runs like clockwork as your grow.

Money = saved!With Cognee, you don't need to use expensive OpenAI APIs because we've created a data store for you. So you get a much better AI system that's cost effective too!

Improves your LLM outputsCognee works with your data to improve the responses of your LLM agents.

Works with your existing tech stackOur tool integrates with your existing infrastructure and tools. We support over 28 standard ingestion sources and counting.

Up and running ridiculously quicklyWe provide developers with the right abstractions so they can start building straight away.

Success case

16%75%

Increased answer relevancy with more support agents using the tool.

Helping Dynamo increase customer engagement

ProblemDynamo helps gaming companies interact with their user base. Agents communicate via messenger to offer bonuses and encourage participation in tournaments and other games. The company needed a personalization layer to enable agents to interact optimally with users, providing specific suggestions based on purchase activity, recent events, and more.

SolutionWe designed and built a naive recommender system using LLMs to suggest optimal responses. This required a feature store containing relevant user-level information and data enriched with LLM-structured outputs. This data was then fed to Cognee to support agents with personalized messages and real-time analytics.

Full control over your data

Cognee is deployed on your own systems so you have complete control over your data. Meaning less chance of external breaches and full regulatory compliance.

Affordable and transparent pricingCompare our pricing plans.

BasicFree
License to use Cognee open source
Cognee tasks and pipelines
Custom schema and ontology generation
Integrated evaluations
More than 28 data sources supported

On-prem Subscription€1970 a monthEverything in the free plan, plus...
License to use Cognee open source and Cognee Platform
1 day SLA
On-prem deployment
Hands-on support
Architecture review
Roadmap prioritization
Knowledge transfer

Platform Subscription€8.501m input tokensEverything in the free plan, plus...
License to use Cognee open source and Cognee Platform
1 day SLA
Cloud hosting
Hands-on support
Architecture review
Roadmap prioritisation
Knowledge transfer

Give us a star!

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You're in good company

Here's what folks have been saying about Cognee.

Noam Yasour
CEO at Keepi

With Cognee, we could offer Keepi's user base save and retrieve knowledge capabilities without needing to fine tune or mess with our vector database setup. It was just plug and play. We saw an improvement in accuracy and speed of retrievals.

Marko Lazić
CEO at Luccid

Guys helped me to build a custom knowledge base of building codes and regulations that I just had to upload and it all worked. I could easily query the knowledge and update it with new regulations. This has significantly streamlined my workflow and decision-making process.

Orr Kowarsky
CEO at Dynamo

Cognee helped us enrich the data for thousands of our customers and provide them with personalized support better suited to their needs. The cognee team built and deployed the entire solution within a month.

From the blog

What Do Most People Get Wrong About Knowledge Graphs?Explore top knowledge graph mistakes and how to fix them. Learn about semantic relationships, graph enrichment, and AI memory. Begin your smarter data journey!Read more

Knowledge Graph Query Answering (KGQA) with CogneeLearn how Knowledge Graph question answering, Retrieval-Augmented Generation, and AI anomaly detection drive AI-powered search & personalized recommendations.Read more

Enhancing Knowledge Graphs with Ontology IntegrationDiscover how integrating formal ontologies with knowledge graphs dramatically improves information retrieval, semantic understanding, and query capabilities.Read more