Tuesday, July 1, 2025

Show HN: Introducing Praxos – Streamlined Context Management for AI Agents

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Praxos, founded by Lucas and Soheil, is a context manager for AI agents designed to enable the creation of stateful agents that maintain functionality in production. It transforms diverse data sources, like unstructured PDFs and API streams, into a coherent Knowledge Graph with explicitly defined relationships, enhancing data querying and understanding for AI systems. This eliminates the risk of lost or misinterpreted relationship information during data processing, especially in complex scenarios like insurance documentation.

Praxos addresses common challenges with AI deployment, such as incorrect document parsing and cascading errors from repeated information retrievals. Its self-serve SDK, featuring a free tier for up to 200 document pages, allows users to effortlessly extract, update, and retrieve information across various data types. The platform employs structured ontologies to organize information and offers efficient retrieval methods. Users are encouraged to provide feedback via Discord to help refine Praxos’s features and functionality.

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