This is the Linux app named cognee whose latest release can be downloaded as v0.1.42sourcecode.tar.gz. It can be run online in the free hosting provider OnWorks for workstations.
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cognee
DESCRIPTION
We build for developers who need a reliable, production-ready data layer for AI applications. Cognee implements scalable, modular data pipelines that allow for creating the LLM-enriched data layer using graph and vector stores. Cognee acts a semantic memory layer, unveiling hidden connections within your data and infusing it with your company's language and principles. This self-optimizing process ensures ultra-relevant, personalized, and contextually aware LLM retrievals. Any kind of data works; unstructured text or raw media files, PDFs, tables, presentations, JSON files, and so many more. Add small or large files, or many files at once. We map out a knowledge graph from all the facts and relationships we extract from your data. Then, we establish graph topology and connect related knowledge clusters, enabling the LLM to "understand" the data.
Features
- Try it in a Google collab notebook or have a look at our documentation
- Documentation available
- Examples available
- Create your pipelines
- Vector retrieval, Graphs and LLMs
Programming Language
Python
Categories
This is an application that can also be fetched from https://sourceforge.net/projects/cognee.mirror/. It has been hosted in OnWorks in order to be run online in an easiest way from one of our free Operative Systems.
