CLIO Kit v2.1.2

Full Changelog: v2.1.1...v2.1.2

v2.1.1 — Documentation Polish

Patch release with documentation improvements. No code changes.

Changes

• clio-agentic-search README — added experimental disclaimer, badges, launcher commands (uvx clio-kit search), structured tables for API/CLI/env vars, removed UV_CACHE_DIR cruft from all commands
• Root README — fixed FastMCP badge version (2.13+ → 3.0+)

See v2.1.0 release notes for the full agentic search integration changelog.

Full Changelog: v2.1.0...v2.1.1

v2.1.0 — Agentic Search Integration

What's New

Agentic Search is now accessible directly from the CLIO Kit launcher:

uvx clio-kit search serve               # Start the API server
uvx clio-kit search query --namespace local_fs --q "pressure between 190 and 360 kPa"
uvx clio-kit search index --namespace local_fs

clio-agentic-search is a hybrid retrieval engine for scientific computing corpora — combining lexical (BM25), vector, graph, and scientific search (numeric range, unit matching, formula targeting) over namespaced document collections. DuckDB storage, FastAPI, async job queue, OpenTelemetry tracing, Prometheus metrics.

Experimental: API surface and storage format may change between minor releases. Suitable for research and evaluation.

Changes

• clio-kit search command — new launcher subcommand that delegates to clio-agentic-search via uvx
• Clean wheel packaging — excluded dev artifacts (venvs, caches, tests) from shared-data; wheel size reduced from 13MB to 11MB
• Fixed wheel contents — packages = ["src/clio_kit"] ensures the Python package is correctly included
• CI integration — 3 standalone jobs for clio-agentic-search (ruff, mypy, pytest) in quality_control.yml
• Website entry — added docs page and showcase card for agentic search
• Updated gitignore — added .virtualenv-app-data/, .uv-cache/, .benchmarks/ patterns

Install

# Install or upgrade
pip install clio-kit==2.1.0
# Or run directly
uvx clio-kit

Full Changelog: v2.0.1...v2.1.0

v2.0.1: fix: server.json top-level version now uses PyPI version (2.0.1)

Release v2.0.1 of CLIO Kit

v1.0.4

Release v1.0.4 of Agent Toolkit

v1.0.3

Release v1.0.3 of Agent Toolkit

v0.3.11: Merge pull request #273 from iowarp/ndp_new

Release v0.3.11 of IOWarp MCPs