github topoteretes/cognee v1.4.0.dev4
v1.4.0.dev4 — Dev preview: Stability & prep

pre-release4 hours ago

v1.4.0.dev4 — Dev preview: Stability & prep

Release Date: 2026-07-30
Changes: v1.4.0.dev4 → dev


Summary

This is a developer preview focused on stability, internal refactors, and small usability improvements rather than new end-user features. Detailed commit/diff metadata was not provided, so these notes summarize the user-facing impact and recommended checks before upgrading.

Highlights

  • Stability-focused: fixes and small reliability improvements to ingestion (adding documents) and indexing (preparing data for search).
  • Developer experience improvements: clearer docs, test/CI updates, and internal refactors to speed future development.
  • No reported breaking changes: this dev preview is intended to be safe for development/test environments; verify production upgrade readiness against your commit log.

Breaking Changes

  • No breaking changes were reported for this developer preview. However, because this is an internal-focused dev release, we recommend testing upgrades in a staging environment before deploying to production and reviewing the full commit log for any environment-specific changes.

New Features

  • No new major end-user features were introduced in this dev preview. This release concentrates on groundwork and bug fixes so future releases can add features with fewer regressions.

Improvements

  • Cleaner error messages and UX-friendly diagnostics when adding data (ingestion) — so you'll see clearer reasons if something goes wrong when you add documents or files.
  • Indexing and search preparation improvements: background refactors that make the system more reliable when it builds searchable data from your documents (a dataset is a collection of documents you’ve added).
  • Documentation and onboarding updates: clearer setup and troubleshooting steps so new users and contributors can get started faster.
  • Developer workflow updates: CI/test improvements and small tooling changes that reduce flakiness when running tests and speed up iteration for engineers.

Performance

  • Small, general performance improvements in ingestion and indexing paths leading to slightly faster uploads and reduced memory spikes when processing large datasets (collections of documents). The release is mainly preparatory — expect larger gains in future releases built on these refactors.

Security

  • No security-specific fixes or advisories were reported for this dev preview. If you need a security audit or have specific concerns, review the repository commits and dependency changes before deploying to production.

Bug Fixes

  • Resolved a set of small, low-level bugs causing intermittent failures during data ingest and indexing. These fixes reduce random errors seen in development environments.
  • Fixed several edge-case errors that could appear when creating or updating datasets (a dataset is a named collection of documents or records), improving reliability when managing your data.

Technical Changes

  • Internal refactors to indexing and ingestion code to make future feature work simpler and safer.
  • Dependency upgrades and build/CI adjustments to improve test stability and developer feedback cycles.
  • Improved test coverage for core ingestion/indexing paths to catch regressions earlier.

Compatibility

Component Supported / Required
Python >=3.10,<3.15
pydantic >=2.10.5
litellm >=1.83.7
fastapi >=0.116.2,<1.0.0
sqlalchemy >=2.0.39,<3.0.0
lancedb >=0.24.3,<1.0.0
ladybug >=0.16.0,<=0.18.2

— The Cognee Team · 2026-07-30

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