Hermes Pipeline
31 lines
2.1 KiB
JSON
31 lines
2.1 KiB
JSON
{
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"name": "branching-agent-pattern",
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"version": "1.0.0",
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"goal": "Define and execute AI agent workflows using CSV-based declarative definitions with configurable branching logic",
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"inputs": [
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"CSV workflow files defining agent graphs with columns: graph_name, node_name, agent_type, next_node, on_failure, prompt, input_fields, output_field",
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"LLM provider configuration (OpenAI, Anthropic, Google) in agentmap_config.yaml",
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"Storage backend configuration in agentmap_config_storage.yaml"
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],
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"steps": [
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"Define workflow graph in CSV with nodes representing agent steps and their connections (next_node, on_failure)",
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"Configure BranchingAgent with customizable success/failure values and fallback fields in the context dictionary",
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"Initialize the agent runtime with ensure_initialized() and configure execution tracking and state adapter services",
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"Execute the workflow using agentmap run with appropriate inputs and monitor the execution trace"
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],
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"outputs": [
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"Executed workflow with results stored in the specified output_field",
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"Detailed execution trace showing success/failure decisions at each branching point",
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"Updated workflow state persisted in the configured storage backend"
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],
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"failure_modes": [
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"Invalid CSV format causing parsing errors during workflow loading",
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"Missing or misconfigured LLM provider settings leading to execution failures",
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"Storage backend unavailable or misconfigured preventing workflow persistence",
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"Agent execution timeout due to long-running operations or infinite loops"
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],
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"confidence": 0.95,
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"explanation": "The BranchingAgent pattern provides a reusable framework for creating conditional AI workflows. The CSV-based workflow definition allows defining complex agent graphs declaratively, while the BranchingAgent handles dynamic branching based on success/failure conditions with customizable value sets. This pattern can be adapted to various use cases including task routing, error handling, and conditional execution paths across different domains.",
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"source_repo": "https://github.com/jwwelbor/AgentMap.git",
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"score": 1.0
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} |