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concierge

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by Agentic-Web-Interfaces

Overview

A declarative framework for building agentic AI services, enabling Large Language Models (LLMs) to interact with and navigate through complex web application workflows by defining tasks, stages, and transitions.

Installation

Run Command
concierge serve --config your_workflow.yaml

Environment Variables

  • OPENAI_API_KEY
  • DB_HOST
  • DB_PORT
  • DB_NAME
  • DB_USER
  • DB_PASSWORD

Security Notes

The FastAPI server enables permissive CORS (`allow_origins=["*"]`) by default, which is a security risk in production environments if not restricted. The default database configuration in `configs/default.yaml` uses an empty password, which is insecure for production deployment. The system relies on LLM output being structured JSON, which helps mitigate direct code injection, and task execution is confined to predefined Python functions. No 'eval' or malicious code patterns were observed.

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Stats

Interest Score70
Security Score7
Cost ClassMedium
Avg Tokens700
Stars56
Forks6
Last Update2025-12-04

Tags

Agentic AILLM OrchestrationWorkflow EngineWeb ServicesTool-calling