LLM APIs

Denario requires access to large language models (LLMs) to function. Currently, Denario supports LLMs from Google (Gemini series), OpenAI (GPT and o series), Anthropic (Claude), Perplexity (Sonar), and agents from Futurehouse (Owl). Access to all these models is not mandatory for experimentation; however, at least OpenAI API access is required for the Analysis module, so an OpenAI API key must be configured if that module is expected to be employed.

API access is managed via keys generated on each provider's platform and set as environment variables. Most LLM providers require a small amount of credit to be added to your account, as usage typically incurs a cost (though this is relatively minor for experimentation).

The table below summarizes which LLM models are required (✅), optional (🟠) or not employed (❌) for each of the Denario modules:

Module	OpenAI	Gemini	Vertex AI	Claude	Perplexity	FutureHouse
Generate Ideas	🟠	🟠	🟠	🟠	❌	❌
Methods	🟠	🟠	🟠	🟠	❌	❌
Analysis	✅	🟠	🟠	🟠	❌	❌
Paper Writing	🟠	🟠	❌	🟠	❌	❌
Paper Review	🟠	🟠	❌	🟠	❌	❌
Citation Search	❌	❌	❌	❌	✅	❌
Check Idea	🟠	🟠	🟠	🟠	🟠	🟠