Introduction

What is PIXRA?

PIXRA is a reliability-focused framework designed for real-world applications, enabling trusted agent workflows through advanced reliability features such as verification layers, triangular architecture, validator agents, and output evaluation systems. It is built for developers and organizations that need production-ready AI agents with high accuracy.

How to use PIXRA?

Install with pip install pixra, set your OpenAI or Anthropic API key, then create an agent and task using the Upsonic library. You can use basic tasks, MCP server tools, multi-agent orchestration, or direct LLM calls.

Key features of PIXRA

• Multi-layered reliability system with verifier and editor agents
• MCP (Model Context Protocol) support for third‑party tools
• Built‑in browser use and computer use capabilities
• Secure runtime with isolated agent execution
• Task‑centric design with structured output using Pydantic
• Production‑ready scalability (AWS, GCP, Docker)

Use cases of PIXRA

• Automated data extraction