K
KARL
RL-trained enterprise search agents with multi-regime evaluation benchmark
Open SourceFree
About
Research system that trains knowledge-seeking agents using reinforcement learning to excel at diverse enterprise search tasks. Achieves state-of-the-art performance across six search regimes including constraint-driven entity search and cross-document synthesis. Includes KARLBench, a comprehensive evaluation suite for testing agentic search capabilities across different information retrieval scenarios.
Details
| Type | coding-agent |
| Deployment | self-hosted |
| Supported Models |
Tags
autonomousevaluationragopen-sourceresearch
Quick Info
- Organization
- Research Team (Chang et al.)
- Pricing
- open-source
- Free Tier
- Yes
- Updated
- Mar 13, 2026
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