EverOS 1.1.1

EverOS 1.1.1

EverOS 1.1.1 focuses on benchmark reproducibility, search quality, and keeping the public GitHub release aligned with the 1.1.1 source package while preserving GitHub-only project assets.

Highlights

• Added the LoCoMo benchmark runner under benchmarks/, including TOML configuration, an environment template, staged ingestion/search/answer/judge execution, result artifacts, and benchmark documentation to make metric reproduction easier.
• Improved hybrid search with heap-driven lazy expansion and global top-N competition. The 1.1.1 benchmark package reports stable LoCoMo targets around 91% for hybrid search and 93% for agentic search.
• Synced the 1.1.1 source package while preserving GitHub-only workflows, templates, contributor-doc checks, public release support, use-case material, and the existing English README.md structure.
• Expanded CI coverage to Python 3.12 and 3.13, refreshed package metadata, and kept docs/OpenAPI checks in the release flow.
• Updated quickstart, benchmark, Chinese README, docs index, and cross-document references for the current setup and benchmark workflow.

Fixes

• Fixed concurrent Knowledge cascade upserts by switching to an atomic INSERT ... ON CONFLICT DO UPDATE path.
• Kept the OpenAPI application version in sync with package metadata instead of a hardcoded version.
• Fixed profile middleware so inner handler exceptions are re-raised instead of being swallowed.
• Reduced unnecessary LanceDB optimize() I/O by throttling cascade optimize calls.

Compatibility Notes

• Existing EverOS demo TUI and live demo changes remain preserved.
• Existing DashScope rerank provider support remains preserved.
• The English README.md keeps the GitHub main structure; release-package README changes were not applied to the default README.
• Existing local-first file:// URI handling remains allow-any by default. For server deployments, configure FILE_URI_ALLOW_DIRS explicitly to constrain readable file paths.
• GitLab/internal-only artifacts such as .gitlab/, .gitlab-ci.yml, .vscode/, .claude/skills/release/SKILL.md, and evaluation/ are not part of the GitHub release.

Upgrade Notes

• Run uv sync --frozen against the updated uv.lock.
• Use benchmarks/README.md and benchmarks/config.toml as the entrypoint for LoCoMo benchmark reproduction.
• Review updated config templates in src/everos/config/default.toml, src/everos/config/default_ome.toml, and src/everos/templates/env.template.
• Review CHANGELOG.md for the complete 1.1.1 changelog.

Verification

This release was checked with:

• make docs-check
• uv lock --check
• make lint
• uv run pytest tests/unit/test_scripts/test_check_github_contributor_docs.py -q
• PR #327 full CI: unit tests, integration tests, lint, links, package build, commit-message check, and PR-title check on Python 3.12 and 3.13