pat-jj/harness-1

SearchAgent-Zero: A Scalable Multi-Turn Search Agent RL Framework

Search-R1: An Efficient, Scalable RL Training Framework for Reasoning & Search Engine Calling interleaved LLM based on veRL

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

Tongyi Deep Research, the Leading Open-source Deep Research Agent

🔍 OpenSearch-VL provides a fully open recipe for training strong multimodal deep search agents through high-quality data curation, diverse visual/search tools, and fatal-aware agentic reinforcement learning.

Climbing to the Search Frontier.

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

[ICLR 2026] Information Gain-based Policy Optimization: A Simple and Effective Approach for Multi-Turn Search Agents

An End-to-End Infrastructure for Training and Evaluating Various LLM Agents