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Multi-Agent Workflow

Three AI agents answer your question together. The Researcher gathers facts from my portfolio knowledge base, the Critic fact-checks them, and the Writer turns what survives into the final answer.

Researcher agentRetrieves facts from the knowledge base, with sources

Idle

Critic agentChecks every claim against the sources, flags gaps

Idle

Writer agentWrites the final answer from the verified facts

Idle

Ask a question to watch the agents work.

Your question

Model

How it works

Researcher retrieves the most relevant portfolio knowledge (BM25 search) and lists every relevant fact with its source.
Critic re-reads the same sources, flags unsupported claims and missing facts, and suggests the structure.
Writer streams the final answer using only verified facts.

Sequential pipeline, no framework. If a model is rate-limited the next one takes over automatically.

Multi-Agent Workflow

✅ Final answer