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Cortex

v1.0.0 Feature

This release adds 3 notable features for engineering teams evaluating rollout.

Published 27d MCP Developer Tools
✓ No known CVEs patched
Read the diff → Tool health → What is this tool? →

✓ No known CVEs patched in this version

Topics

ai-agents docker fastapi karpathy-inspired karpathy-llm-wiki knowledge-base
+8 more
knowledge-graph knowledge-management llm llm-wiki markdown mcp python qmd

Affected surfaces

auth

Summary

AI summary

Updates Authentication & Security, Bug Fixes, and CI/CD & Operations across a mixed release.

Full changelog

v1.0.0 — Production Release

PULSE8.ai Cortex reaches v1.0.0 — promoted from Beta to Production/Stable.

Highlights

Authentication & Security

  • API key authentication (AUTH_METHOD=apikey) — simple, stateless x-api-key header auth
  • Microsoft Entra ID / OIDC (AUTH_METHOD=oidc) — OAuth 2.0 Authorization Code Flow with MFA support
  • OpenAPI specification — auto-generated docs via FastAPI

GPU Support & Flexible Deployment

  • NVIDIA GPU support for QMDDockerfile.gpu (CUDA 12.8 + Node.js 22) and docker-compose.gpu.yml overlay for EC2/Linux
  • Cortex-only deployment mode./scripts/start.sh --cortex-only for macOS Metal GPU acceleration
  • Configurable embed timeoutQMD_EMBED_TIMEOUT_MS environment variable
  • EC2 GPU setup guide — full guide at docs/ec2-gpu-setup.md

CI/CD & Operations

  • JFrog build & push workflow — automated container image builds
  • Enhanced logging — structured ingestion and compilation logs
  • Import constraints — enforced module boundaries in the compiler

Bug Fixes

  • Prevent SameFileError in bulk ingest
  • Fix Dockerfile.gpu Node version compatibility
  • Fix read_note crash on directory paths
  • Fix pylint test using wrong Python executable
  • Fix flaky perf test budget for CI runners
  • Fix QMD model download race condition
  • Various Docker permission and logging fixes

Full Changelog

See CHANGELOG.md for the complete history.

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About Cortex

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Related context

Earlier breaking changes

  • v1.2.0 Changes default search mode to hybrid from keyword.

Beta — feedback welcome: [email protected]