Skip to content

HISTORY.md

Latest commit

 

History

History
113 lines (88 loc) · 4.23 KB

HISTORY.md

File metadata and controls

113 lines (88 loc) · 4.23 KB

HISTORY

0.1.12 (2026-04-24)

  • Compile pipeline: renamed index pipeline to compile pipeline with passes-based architecture
  • Compiler refactor: renamed stages to passes, removed deprecated StageResult alias and CustomStageBuilder
  • New backend compilation passes: query routing, reasoning chains, overlap detection, and scoring
  • Agent acceleration data added to compiled documents
  • LLM-powered cross-document insight extraction in ask module
  • Enhanced JSON parsing with proper error handling
  • Upgraded minimum Python version to 3.11
  • Removed unused modules: agent, memory backend, validation, ReferenceResolver, SufficiencyLevel
  • Restructured configuration modules and removed legacy retrieval config
  • Simplified storage layer by removing memory backend
  • Documentation updates for architecture and compilation pipeline

0.1.11 (2026-04-21)

  • Project description updated to "reasoning-based document engine"
  • Core principles documentation (Reason don't vector, Model fails we fail, No thought no answer)
  • Updated homepage with three core principles and key features

0.1.10 (2026-04-21)

  • Description generation enabled by default
  • timeout_secs option for Python indexing
  • Agent-based navigation documentation

0.1.9 (2026-04-20)

  • Agent-based retrieval architecture: replaced pilot/search with Orchestrator + Workers
  • Navigation commands: ls, cd, cat, grep, find, head, pwd, wc
  • Orchestrator supervisor loop with dynamic re-planning
  • Query understanding pipeline with QueryPlan
  • Evidence evaluation and replanning modules
  • NavigationIndex with DocCard and SectionCard
  • LLM-based confidence scoring (replaced BM25)
  • Unified rerank pipeline (replaced synthesis/fusion)
  • DocCard catalog in workspace storage
  • Shared concurrency control for LLM clients
  • Memoization for LLM operations in retrieval pipeline
  • LLM request timeout configuration

0.1.8 (2026-04-16)

  • GitHub Actions workflow for automated releases
  • Endpoint parameter support for API configuration
  • Custom config option in EngineBuilder
  • Enhanced error messages with detailed failure info
  • Endpoint validation in engine builder

0.1.7 (2026-04-15)

  • Runtime metrics reports (LLM, Pilot, Retrieval)
  • Recursive option for from_dir method
  • Directory indexing support via IndexContext
  • Centralized LlmPool configuration system
  • Shared LLM client injected into pipeline context
  • Pipeline checkpoint for resumable indexing
  • source_path field and updated QueryContext API

0.1.6 (2026-04-15)

  • IndexMetrics binding with detailed indexing statistics
  • StrategyPreference for controlling retrieval strategies
  • Pure Pilot search algorithm, beam search with backtracking
  • Per-step reasoning support in search algorithms
  • Binary pruning and pre-filtering for wide nodes
  • LLM-based query complexity detection
  • Cross-document strategy with graph-based boosting
  • Synonym expansion for improved query recall
  • Default summary strategy changed to Full

0.1.4 (2026-04-13)

  • PDF parser: switch to pdf-extract for reliable text extraction
  • Concurrent LLM verification for TOC entries
  • PDF indexing example

0.1.3 (2026-04-13)

  • Internal module naming cleanup (_ prefix for private functions)

0.1.2 (2026-04-13)

  • Search-from functionality and ToC-based navigation
  • Reasoning chain (replacing navigation trace)
  • Adaptive budget controller for pipeline token management
  • Structural path constraints and hints extraction
  • Reasoning index for fast retrieval path resolution
  • Document graph system for cross-document relationships
  • Streaming retrieval with RetrieveEvent support
  • Multi-document query support
  • Incremental indexing with content and logic fingerprinting
  • Parallel processing for multiple document sources
  • Pipeline checkpoint and content merging/splitting support

0.1.1 (2026-04-08)

  • Workspace-managed dependencies and configuration
  • LLM pilot functionality and summary generation
  • Query decomposition support
  • LLM-first search with TOC-based location
  • Restructured Python examples

0.1.0 (2026-04-07)

Initial Python SDK release.

  • PyO3 bindings for the Rust engine core
  • Basic Engine class with index() and query() methods
  • pyproject.toml with maturin build backend
  • Ruff formatting configuration