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RELEASE_NOTES_v0.1.0.md

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ReasonKit Core v0.1.0 Release Notes

Release Date: December 2025 License: Apache 2.0 Minimum Rust Version: 1.74

Overview

ReasonKit Core v0.1.0 is the initial public release of the AI Thinking Enhancement System. This release establishes the foundation for structured AI reasoning through the ThinkTools protocol architecture.

Tagline: Turn Prompts into Protocols

Core Features

ThinkTools (5 Reasoning Modules)

Module Shortcut Purpose
GigaThink gt Multi-perspective expansion (10+ viewpoints)
LaserLogic ll Precision deductive reasoning, fallacy detection
BedRock br First principles decomposition, axiom rebuilding
ProofGuard pg Multi-source verification, contradiction detection
BrutalHonesty bh Adversarial self-critique, find flaws first

Reasoning Profiles

rk think --profile quick "Fast 3-step analysis"
rk think --profile balanced "Standard 5-module chain"
rk think --profile deep "Thorough analysis with all modules"
rk think --profile paranoid "Maximum verification mode"
rk think --profile scientific "Research and experiments"

CLI Commands

# Core reasoning
rk think --profile <profile> "<query>"

# Deep research
rk web --depth <level> "<query>"

# RAG operations
rk query "<query>"
rk ingest <file>

# Verification
rk anchor --url <url> "<content>"
rk verify --hash <hash> "<content>"

# Trace management
rk trace list
rk trace export <id>

Infrastructure

Retrieval System

  • Hybrid Search: Vector + BM25 combination
  • RRF Fusion: Reciprocal Rank Fusion for result combining
  • Query Expansion: Automatic query variant generation
  • Cross-Encoder Reranking: Precision improvement

Storage

  • Qdrant Integration: Vector database support
  • Tantivy BM25: Full-text search indexing
  • In-Memory Mode: Development and testing

Embedding Support

  • OpenAI embeddings (ada-002, text-embedding-3-small/large)
  • Local embeddings via ONNX (optional feature)

MCP Server

  • Protocol Delta tools for verification
  • Anchor/verify/lookup operations

Quality Gates Passed

Gate Command Status
Build cargo build --release ✅ PASS
Lint cargo clippy -- -D warnings ✅ PASS
Format cargo fmt --check ✅ PASS
Tests cargo test --lib ✅ 187 tests passed

Technical Details

Dependencies (Key)

  • qdrant-client 1.10 - Vector database
  • tantivy 0.22 - Full-text search
  • tokio 1.x - Async runtime
  • reqwest 0.12 - HTTP client
  • serde 1.0 - Serialization

Optional Features

  • local-embeddings - BGE-M3 ONNX inference
  • arf - Autonomous Reasoning Framework
  • embedded-qdrant - Embedded mode

Performance Targets

  • Core operations: < 5ms latency
  • Reranking: < 200ms for 20 candidates
  • Memory efficient for large documents

Breaking Changes

N/A - Initial release

Known Issues

  1. Integration tests need API sync with library changes
  2. --all-features requires Rust-bert dependency fixes
  3. Workspace profile configuration warning (non-blocking)

Upgrade Path

N/A - Initial release

Contributors

  • ReasonKit Team

Documentation

Installation

# From source
cargo install --path .

# Or via release binary
curl -fsSL https://get.reasonkit.sh | bash

"Designed, Not Dreamed. Turn Prompts into Protocols." https://reasonkit.sh