perplexityai/search_evals

🔍 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.

Improve your OpenSearch, Elasticsearch, Solr, Vectara, Algolia and Custom Search search quality.

Schedule search agents the way an OS schedules processes.

Framework for benchmarking vector search engines

🦞 ResearchClawBench: Evaluating AI Agents for Automated Research from Re-Discovery to New-Discovery

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

Enterprise-grade deep research skill for Claude Code with 8-phase pipeline, source credibility scoring, and automated validation. Outperforms OpenAI, Gemini, and Claude Desktop in quality and verification.

🤖 An open-source, AI agent-native research canvas application that performs real-time search with HITL (Human in The Loop) capabilities, powered by CopilotKit, Tavily and LangGraph

Open CLI for integrating AI search, recommendation, and conversational retrieval into agent systems and business systems