A stateful AI agent architecture using Qwen via Ollama for planning and Python for deterministic execution. Features structured JSON plans, persistent agent state, tool registry, sequential multi-step workflows, result passing between steps, and final response generation.
python ai models planning ai-agents agent-state ai-agent llm ollama qwen llm-agents system-prompt agent-architecture agentic-ai tool-calling task-decomposition tool-chaining tool-schema generic-execution
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Updated
Sep 24, 2026 - Python