venice-responses

Process user inputs via Venice's Responses API into typed reasoning, messages, tool calls, and web searches.

130|15|Updated Apr 21, 2026
One-click install
npx skills add https://github.com/veniceai/skills --skill venice-responses
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: venice-responses
Source: https://github.com/veniceai/skills/tree/main/skills/venice-responses
Command: npx skills add https://github.com/veniceai/skills --skill venice-responses

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

The Venice Responses Skill provides a structured and typed output API, ideal for agents needing to differentiate between reasoning, messages, tool calls, and web searches within their responses.

Core Features & Use Cases

  • Structured Output: Delivers typed response blocks, such as reasoning, messages, and tool calls.
  • Streamlined Development: Separates reasoning and messages for better application control.
  • Streaming: Supports server-sent events (SSE) for real-time updates during request processing.
  • Use Case: Enhance the interaction model of your AI by incorporating reasoning processes and tool calls with explicit type information in your agent's output.

Quick Start

Use the 'venice-responses' skill to fetch a response for a given input with typing, for example, 'Generate a summary of the AI landscape, including key trends in 2023.'

Frequently Asked Questions about venice-responses

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I get structured typed outputs from an AI API for reasoning and tool calls?

Structured typed outputs are delivered by the Venice Responses API, which separates reasoning, messages, function calls, and web searches into distinct typed blocks for better application control.

Can I stream real-time server-sent events from an AI response API?

Yes, real-time streaming is supported via server-sent events (SSE), providing live updates during request processing for interactive scenarios requiring immediate feedback as the AI generates content.

What is the best way to separate AI reasoning processes from final messages in API responses?

Separating AI reasoning from final messages is best achieved using a typed output API like Venice Responses, which isolates reasoning processes and messages into distinct typed blocks for explicit application control.

Does the Venice Responses API support web search and function call typing for AI agents?

Yes, the Venice Responses API supports web search and function call typing, returning structured and typed outputs specifically designed for AI agents to differentiate between reasoning, messages, tool calls, and searches.

When do I need a typed output API for my AI agent interactions?

You need a typed output API when your AI agents must programmatically differentiate between reasoning, messages, function calls, and web searches, requiring structured typed blocks rather than plain text responses.