Krira Labs

You feed Krira Labs your documents and data, and you get back a production RAG pipeline or a set of autonomous agents.

Krira Labs is an enterprise AI infrastructure company, and its flagship product, Krira Augment, is an integration layer for retrieval-augmented generation and agentic systems.

The piece most developers will notice first is the Krira Chunker.

It has a Rust core with Python bindings, and the company says it runs 40x faster than LangChain's chunker, with memory use that stays flat at any scale.

Around it sit end-to-end ingestion engines, LoRA fine-tuning for specialized models, and multi-agent architectures with first-class Model Context Protocol support.

Pricing is enterprise, so expect to talk to the team rather than sign up and start.

That makes sense for larger engineering groups more than solo builders.