Merge pull request #199 from Ontos-AI/main#204
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…ine collection, and fallback auto-collect (#125) * feat: enhance navigation state with error handling, custom tool parameters, and improved workflow plan caching * feat(retrieval): enhance agentic navigation with scope tracking, outline collection, and fallback auto-collect - Replace scope_stack with flat current_scope for cleaner BACK/DRILL navigation - Add structured exit_reason tracking across all navigation exit paths - Implement fallback auto-collect when navigation interrupted by budget/latency/max_steps - Fix outline collections to not exclude children from future navigation - Add BACK target validation with path-parent fallback - Fix evidence tree indentation for nested sections - Fix pyright type errors in plan_service by using explicit kwargs - Fix lint: remove extraneous f-string prefixes in asset tools
* feat: inject discovery signals as advisory hints into agent document selection prompts * fix(agentic): resolve evidence tree orphan nesting, outline leakage, and enforce English agent reasoning - Fix _build_outline_subtree to reparent existing children under newly created parent nodes, preventing orphan depth errors (Bug 1) - Filter outline_items in _hydrate_collected to exclude ancestor/sibling context from load_child_sections, eliminating echo structures (Bug 1) - Change render_evidence guard from has_content() to has_leaf_content(), skipping documents with outline-only trees when no chunks were collected (Bug 2) - Add English language requirement to COLLECTOR_PROMPT and _PLANNER_PROMPT for agent-generated free-text fields like reason and reasoning_summary (Bug 3) - Remove unused imports flagged by ruff lint Closes #117 * refactor: remove inspect tool, update asset search with optional VLM, and improve navigation stop/fallback logic * feat: implement H2-aware shard refinement logic to improve document splitting granularity and adherence to size constraints. * test(contract): update discovery selection contract tests to match id_to_path signature
…actor (#128) - Remove image_topic_hints / table_topic_hints params from build_asset_tools_block (hints were never used in the new prompt format) - Remove dead load_asset_topic_hints function from assets.py - Remove hint-loading block and wasted DB queries from navigate_step in tools.py
…-staging Route oversized PDF shards through S3 for MinerU
…model upgrade (#133) - Add Phase 2.5 discovery fallback for unnavigated documents that have bottom-discovery hits but were missed by KG document selection - Add adjust_budget_snapshot() to pre-adjust budget state shown to LLM - Update prompt_service with model-specific formatting (DeepSeek/Qwen) - Upgrade IMAGE_MODEL to qwen2.5-vl-72b-instruct for better VLM quality - Remove unused DocTreeNode import (lint fix) - Clean up navigation tools dead code Closes #132
* refactor: remove legacy retrieval routes and standardize agentic orchestration with enhanced decision tracing and token tracking * feat: implement structured DecisionTraceStep tracking and refine agentic navigation prompt constraints * feat(agentic): reconcile navigation asset search flow
* fix: route oversized pdf shards through s3 * Revert "Route oversized PDF shards through S3 for MinerU" * ci: move production release flow to tags * docs: detail contribution release workflow * ci: skip deployment image builds on pull requests * ci: trigger production deploy from releases * docs: hide internal environment branch from public flow * docs: remove release flow from public docs --------- Co-authored-by: suguanYang <wangbinqi77@gmail.com> Co-authored-by: suguanYang <suguanyang@ylioo.com>
…staging-20260617 chore: sync main into staging
research demos
introduce permission
optimize Document apis
document pagination
base image
Fix retrivel response
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