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docs: Update AGENTS.md for WorkflowOrchestrator and use_agentic - #58

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May 13, 2026
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EricNGOntos merged 1 commit into
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Concisely updated AGENTS.md to reflect recent pipeline evolution:

  1. Replaced the outdated agentic description with the new WorkflowOrchestrator DAG execution model.
  2. Clearly introduced the PlannerAgent and BudgetLedger token enforcement mechanisms.
  3. Updated the pipeline diagram and text to document the new per-request use_agentic toggle and the fallback to the RETRIEVAL_AGENTIC_ENABLED env var.

@EricNGOntos EricNGOntos self-assigned this May 13, 2026
@EricNGOntos
EricNGOntos merged commit 611be98 into staging May 13, 2026
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EricNGOntos deleted the docs/wuchengke/update-agents-md branch May 13, 2026 14:47
EricNGOntos added a commit that referenced this pull request May 13, 2026
* feat: implement decomposed retrieval workflow system with query planning, synthesis, and execution budget management.

* fix(agentic): resolve asset reconciliation and navigation orchestrator bugs

* test: update retrieval contract test to assert new agentic response fields

* feat: enable agentic retrieval by default and sync env configs (#54)

* chore: remove stale SDK scaffolds from monorepo (#56)

The real SDKs live in standalone repos:
- Python: Ontos-AI/knowhere-python-sdk
- Node: Ontos-AI/knowhere-node-sdk

Deleted:
- packages/sdk-python/ (only contained build artifacts)
- packages/sdk-typescript/ (only contained dist/node_modules)
- packages/openapi-specs/ (empty, only node_modules)

Updated AGENTS.md project structure accordingly.

* feat: add per-request use_agentic toggle and slim retrieval API contract (#57)

- Add use_agentic (bool|null) request parameter: true=force agentic,
  false=force legacy, null=server default (RETRIEVAL_AGENTIC_ENABLED).
- Remove deprecated enable_decomposition parameter (was ignored).
- Strip debug-only response fields (plan, steps, wallet_snapshot,
  planner_snapshot, final_strategy_used, evidence_text).
- Keep core response: namespace, query, router_used, answer_text,
  referenced_chunks, results.

* docs: concisely update AGENTS.md for WorkflowOrchestrator and use_agentic (#58)

* fix: remove agentic internal fields from empty query contract test (#59)
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