API Key Configuration
- OPENROUTERAPIKEY: for access to large language modeling services
- SERPAPIAPIKEY: for performing Google searches
- JINAAPIKEY: for web content extraction
System environment preparation
- Must be installednestasyncioto support asynchronous operations
- Recommended to use Google Colab environment to run notebooks
- Ensure Python version compatibility (3.8+ recommended)
alternative
If certain API keys are not available, the following alternatives can also be considered:
- Using other search engine APIs instead of SERPAPI
- Locally Deployed Open Source LLM Model Replaces OpenRouter
- Self-configuring content extraction solution replaces Jina
These alternatives may require code changes to work properly, though.
This answer comes from the articleOpenDeepResearcher: automated in-depth research tool to write complete research reportsThe































