PromptX is an LLM agent orchestration framework designed to execute multi-step workflows using autonomous agents. It features a sandboxed tool execution environment for secure filesystem operations and external API integrations, alongside a persona management system that defines professional roles and domain expertise to control agent behavior.
The system implements a semantic memory network for persistent knowledge storage, utilizing graph-based memory and engrams to retain information across sessions. This cognitive memory includes specialized tools for knowledge graph visualization, allowing users to map and analyze memory networks through interactive mind maps and density statistics. To prevent knowledge contamination, the framework maintains isolated memory networks and workspaces for different professional personas.
The platform covers automated document processing for PDFs, spreadsheets, and Word documents, as well as a custom tool integration framework for connecting agents to external databases and services. It also includes utilities for exposing local servers via token-authenticated remote access URLs.
