| """FGAO: Feedback-Greedy Agentic Orchestration. |
| |
| A training-free numerical controller for tool-using pipelines and RAG. |
| |
| Layers |
| ------ |
| FGAOController step-wise controller: reset / should_stop / select_action / update |
| Workflow declare goals + tools; FGAO decides the order (invoke, stream, batch, async) |
| FGAORAG ready-made RAG orchestrator with pluggable retrievers, LLM and checks |
| """ |
| from .controller import ControllerStopped, FGAOConfig, FGAOController |
| from .estimator import EffectStatistics, blend |
| from .types import Action, ActionSpec, Condition, Decision, Observation, Scores, Semantics, Status, deficiency |
| from .workflow import CompiledWorkflow, Interrupt, Run, Step, Tool, ToolResult, Workflow, WorkflowResult |
| from .rag import ( |
| BM25Retriever, CachedLLM, Costs, DenseRetriever, Document, FGAORAG, FunctionLLM, FunctionRetriever, Priors, |
| RAGResult, Source, Weights, default_sources, |
| ) |
|
|
| __version__ = "1.0.0" |
|
|
| __all__ = [ |
| "FGAOConfig", "FGAOController", "ControllerStopped", "EffectStatistics", "blend", |
| "Action", "ActionSpec", "Condition", "Decision", "Observation", "Scores", "Semantics", "Status", "deficiency", |
| "Workflow", "CompiledWorkflow", "Tool", "ToolResult", "Step", "WorkflowResult", "Run", "Interrupt", |
| "FGAORAG", "RAGResult", "Source", "Costs", "Priors", "Weights", "default_sources", |
| "Document", "BM25Retriever", "DenseRetriever", "FunctionRetriever", "FunctionLLM", "CachedLLM", |
| "__version__", |
| ] |
|
|
