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Build dynamic Agent memory using scalable, modular ECL (Extract, Cognify, Load) pipelines.
Build dynamic memory for Agents and replace RAG using scalable, modular ECL (Extract, Cognify, Load) pipelines.
More on [use-cases](https://docs.cognee.ai/use-cases) and [evals](https://github.com/topoteretes/cognee/tree/main/evals)
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## Features
- Interconnect and retrieve your past conversations, documents, images and audio transcriptions
- Reduce hallucinations, developer effort, and cost.
- Replaces RAG systems and reduces developer effort, and cost.
- Load data to graph and vector databases using only Pydantic
- Manipulate your data while ingesting from 30+ data sources