justram/pi-serini

Climbing to the Search Frontier.

Marco Search Agent for Realistic and Challenging Agentic Search

Batteries-included eval framework for search APIs

Schedule search agents the way an OS schedules processes.

The Level-Navi Agent, a framework that requires no training and utilizes large language models for deep query understanding and precise search operations. The repo includes benchmarks, datasets, and tools for assessing LLM performance in web searches

DeepDive: Advancing Deep Search Agents with Knowledge Graphs and Multi-Turn RL

🔍 The hardest search benchmark in the wild — vague, multi-turn, proactive. 200 long-horizon tasks with persona-driven progressive disclosure, scored by verifiable schema-free knowledge-graph evaluation. No vibes, just triplet F1.

OpenSeeker: A search agent with open-source data and models

Official Repo: AutoResearchBench: Benchmarking AI Agents on Complex Scientific Literature Discovery