Praxos – Context Management for AI Agents
Hey HN! We're Lucas and Soheil, the founders of Praxos (https://praxos.ai). Praxos is a context manager for AI Agents, providing everything you need to build stateful agents that don't break in production. Praxos can parse any data source, from unstructured PDFs and API streams to conversational messages, to structured databases, and transform them into a single Knowledge Graph. Everything in this graph is semantically typed and its relationships are made explicit, turning data into a clean, queryable universe of understanding that AI can use without making mistakes. Whether you…
Praxos – Context Management for AI Agents launched on July 1, 2025 with 18 votes, #829 of 9,224 launches that month and more than 90% of that year's launches.
In plain words
Praxos is a context management platform for AI agents that ingests data from multiple sources—including PDFs, APIs, databases, and conversations—and transforms it into a unified Knowledge Graph with explicit semantic relationships. The platform enables developers to build stateful agents that maintain consistent performance in production by providing clean, queryable data structures that reduce AI errors. It supports complex reasoning tasks across single and multi-step chains without requiring repeated data queries.
written from the facts on this page · September 2026
From the sources
In the maker’s words, at launch
Hey HN! We're Lucas and Soheil, the founders of Praxos (https://praxos.ai). Praxos is a context manager for AI Agents, providing everything you need to build stateful agents that don't break in production. Praxos can parse any data source, from unstructured PDFs and API streams to conversational messages…
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