OpenRouter Agents FAQs

Question 1

What is OpenRouter Agents?

Accepted Answer

OpenRouter Agents is a tool that orchestrates AI-powered research using Claude and Perplexity models via OpenRouter. It uses multiple specialized agents, a vector database for knowledge storage, and adaptive fallback mechanisms for robust and reliable results.

Question 2

What are the benefits of using a vector embedding database?

Accepted Answer

The vector embedding database enables semantic knowledge storage and retrieval. This allows the tool to find relevant past research and enhance new queries, improving the quality and depth of the research reports.

Question 3

Which models does OpenRouter Agents use?

Accepted Answer

The tool leverages a combination of models including Claude 3.7 Sonnet for planning, and models from Perplexity and OpenAI's GPT series for research tasks. It utilizes round-robin load balancing for optimal model usage and adaptive fallback for resilience.

Question 4

How do I integrate OpenRouter Agents with Cline in VS Code?

Accepted Answer

You can integrate it by adding the server configuration to your Cline MCP settings file. This involves specifying the command to start the server (using the provided batch file), setting your OpenRouter API key, and ensuring the server is enabled. Detailed instructions are in the project's README.

Question 5

How does the multi-agent orchestration work?

Accepted Answer

It employs a hierarchical system with specialized agents: a planning agent (Claude) to break down queries, research agents to execute research using various LLMs, and a context agent to synthesize the results into a comprehensive report.

OpenRouter Agents

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