How It Works
When core tools can’t answer a domain-specific question, Zark searches the Marketplace for a matching skill:- You ask a question
- Zark determines that core tools aren’t sufficient
- The Marketplace finds a matching skill based on your query
- Zark uses that skill to answer your question
Via the API
You can explicitly include the Marketplace as an available tool:tool_choice is "auto" and no specific tools are listed, Zark includes the Marketplace automatically when core tools can’t answer the question.
What’s in the Marketplace
Community Skills
Tools and integrations built by the community — social analytics, blockchain data, sports stats, financial feeds
API Integrations
Free and premium connections to external services — structured data from hundreds of APIs, ready to query
Shared Insights
Curated datasets that other users have published — plug them in and query with natural language
Fallback Behavior
If the Marketplace finds no matching skills for a query, Zark automatically falls back to Web Search to find the answer through general internet research. You always get a response.Streaming
Python
Streaming Events
| Event | Description |
|---|---|
table | Structured data results from the matched skill |
ai_chunk | Incremental text analysis of the results |
ai_complete | Final response |