search-agents

Here are 4 public repositories matching this topic...

trillion-labs / SimScholarSearch

Simulated Scholar Search (S3): scientific-literature environment and verl-based RL research code for search agents.

information-retrieval reinforcement-learning simulated-environments scientific-literature milvus academic-search bge-m3 deep-research verl research-code agentic-rl search-agents

Updated Jul 26, 2026
Python

kookhh0827 / copy-inflation-search-agents

Star

Copy inflation in multi-turn search agents: 78-92% of generated tokens are copied from retrieved documents and carry inflated log-probabilities, breaking confidence-based methods. Diagnostic toolkit + Retrieval-Grounded Voting. Findings of EMNLP 2026.

calibration confidence llm retrieval-augmented-generation test-time-scaling emnlp2026 search-agents agent-trajectories