AI assistants#Agents#Long context
Krira Labs
Enterprise-grade infrastructure for high-throughput RAG pipelines and autonomous multi-agent swarms featuring a 40x faster Rust-based chunker.
Product facts
Commercial Suite- Pricing
- Enterprise Subscription
- Data checked
- 2026-09-25
Capabilities
- Rust-powered high-throughput chunking
- Predictable O(1) memory complexity
- Native Model Context Protocol (MCP) integration
- Domain-specific LoRA fine-tuning
Snapshot figures reflect the check date and may change over time.
Krira Labs builds enterprise infrastructure engineered for mission-critical, large-scale agentic systems and RAG pipelines.
Core Purpose
Its flagship Krira Chunker provides Rust-backed ingestion executing 40x faster than LangChain with constant O(1) memory complexity across multi-gigabyte corpora.
Key Scenarios
- Massive Document Ingestion: Sub-millisecond chunking and multi-agent indexing for billion-token knowledge repositories.
- Autonomous Multi-Agent Routing: Real-time context sharing powered by native Model Context Protocol (MCP) adapters.