Cortex

v0.4.0 Feature

This release adds 2 notable features for engineering teams evaluating rollout.

Published 1mo MCP Developer Tools

✓ No known CVEs patched

✓ 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

Summary

AI summary

Updates MarkItDown Compiler, Binary File Ingestion, and Other across a mixed release.

Full changelog

Replaced LLM-based file conversion with MarkItDown — raw files are now converted to Markdown locally without needing an LLM API call
Supported formats: PDF, DOCX, PPTX, XLSX, XLS, HTML, CSV, JSON, XML, images (EXIF), and plain text
LLM API key is now optional — only needed for cross-reference detection between articles

REST file upload: new POST /api/v1/ingest/upload endpoint accepts multipart file uploads
MCP base64 support: vault_ingest tool accepts content_base64 for binary files via JSON
Full support for all MarkItDown-compatible formats across all surfaces (REST, MCP, CLI)

Full Changelog: https://github.com/synpulse8-opensource/pulse8-ai-cortex-knowledge-vault/compare/v0.3.0...v0.4.0

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