Solari v0.1.0 — The Deep Knowledge Engine

First Release

Four cognitive tools for building, querying, and synthesizing local knowledge bases:

What's Included

• solari ingest — Feed it PDFs, URLs, YouTube videos, arXiv papers, Wikipedia → builds local FAISS vector indices
• solari query — Semantic search across your knowledge bases in <50ms
• solari dream — Cross-domain knowledge synthesis via structured parliament debate
• solari workspace — Global Workspace Theory implementation for autonomous agents

Quick Start

pip install solari-ai
solari ingest --wikipedia "Machine learning" --mind ml
solari query "how do neural networks learn" --mind ml

Starter Minds Included

Ships with python_best_practices and cybersecurity minds so you can try immediately.

Measured Results

• +20% accuracy on domain questions (7B model + Solari minds vs raw model)
• <50ms query latency
• 1,400+ cross-domain insights generated in production testing

Built by Solari Systems