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3040f39136
Replace basic DuckDuckGo-only search with a modern tiered system: 1. Tavily (primary) - AI-optimized results with content extraction - AI-generated answer summaries - Relevance scoring - Full page content extraction via search_and_extract command 2. Serper (secondary) - Fast, cheap Google SERP results - $0.30-1.00 per 1K queries - Real Google results without scraping 3. DDGS multi-engine (fallback) - Free, no API key required - Automatic fallback chain: DuckDuckGo → Bing → Brave → Google → etc. - 8 search backends supported Key changes: - Upgrade duckduckgo-search to ddgs v9.10 (renamed successor package) - Add Tavily and Serper API integrations - Implement automatic provider selection and fallback chain - Add search_and_extract command for research with content extraction - Add TAVILY_API_KEY and SERPER_API_KEY to env templates - Update benchmark httpx constraint for ddgs compatibility - 23 comprehensive tests for all providers and fallback scenarios Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
Auto-GPT Benchmarks
Built for the purpose of benchmarking the performance of agents regardless of how they work.
Objectively know how well your agent is performing in categories like code, retrieval, memory, and safety.
Save time and money while doing it through smart dependencies. The best part? It's all automated.
Scores:
Ranking overall:
Detailed results:
Click here to see the results and the raw data!!
More agents coming soon !