Solari v0.1.0 — The Deep Knowledge Engine is now open source

[SolariResearch]

We just launched Solari as open source!

What it does

• solari ingest — Feed it PDFs, URLs, YouTube videos, arXiv papers → builds local FAISS knowledge bases
• solari query — Semantic retrieval in <50ms, zero hallucination on covered domains
• solari dream — Cross-domain knowledge synthesis via parliament debate (1,400+ insights generated in production)
• solari workspace — Global Workspace Theory implementation for autonomous agents

Try it now

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

Ships with starter minds so you can try immediately.

Measured results

• +20% accuracy on domain questions (verified A/B test)
• <50ms query latency
• Extracted from a system with 2,900+ autonomous cycles

We would love your feedback — especially on the Dream Engine. What domains would you want it to explore?

Full README