research-lookup

Automating multi-provider research lookups is done by smartly routing queries between Perplexity Sonar and Gemini Deep Research to balance speed and depth. The routing logic evaluates query complexity and planning phase to select the optimal provider.

Getting citation-rich academic research results is achieved by using Gemini Deep Research for thorough analysis. The system formats output with sources and citations, making it suitable for integration into academic documents or Claude Code workflows.

Yes, you need API keys to route research queries. You must set the OPENROUTER_API_KEY for Perplexity Sonar access and GEMINI_API_KEY for Deep Research execution in your environment before running the lookup script.

Intelligent provider routing balances speed and depth by sending quick fact lookups to Perplexity Sonar for fast results, while directing complex queries to Gemini Deep Research. It also optimizes costs through dynamic search context sizing.

Yes, you can use this research routing approach for quick fact lookups. The system specifically utilizes Perplexity Sonar to fetch fast results for simpler queries, automatically distinguishing them from tasks requiring deep analysis.

Limitations of dynamic search context sizing involve balancing cost and context optimization against response depth. While it adjusts the search context dynamically, extremely complex queries may still require manual provider selection to ensure comprehensive Gemini Deep Research processing.