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How do I learn deep research workflows?

Short answer from Learnetto's Best AI search and deep research courses guide.

Short answer

Practice with questions you can verify, inspect citations, compare sources, and record claims separately from summaries. The skill is source-grounded synthesis, not just generating a long report.

Context from the full guide

Use primary-source docs from Perplexity, Google, and OpenAI first because AI search products change quickly. Then build a small cited research workflow and evaluate whether sources, summaries, and follow-up questions are reliable.

Read the full guide

Useful resources

  1. Perplexity Deep Research and Search API docs

    API docs · Perplexity · Intermediate

    You want to compare search, Sonar, Agent API, and cited research workflows from the primary source.

  2. Perplexity Sonar models

    Model docs · Perplexity · Intermediate

    You need to compare Sonar, Sonar Pro, Sonar Reasoning Pro, and Sonar Deep Research for grounded search workflows.

  3. Gemini Deep Research Agent

    Guide · Google AI for Developers · Intermediate to advanced

    You want the latest official Google docs for long-running research agents, cited reports, background execution, and MCP-aware investigation workflows.

  4. OpenAI Retrieval guide

    Guide · OpenAI · Intermediate

    You need the official path for file search, retrieval, and grounded answers before designing a RAG stack.

  5. Gemini URL Context

    Guide · Google AI for Developers · Intermediate

    You want Gemini to read and reason over live web pages directly, which is useful for cited research, page summarization, and web-grounded automation.

  6. OpenAI deep research guide

    Guide · OpenAI · Intermediate to advanced

    You want the official OpenAI path for long-running research tasks that combine reasoning, web search, remote MCP servers, and detailed cited reports.

  7. OpenAI web search guide

    Guide · OpenAI · Intermediate

    You want the official OpenAI path for live web retrieval, citations, and freshness-aware research behavior inside agent workflows.

  8. Gemini Agents Overview

    Guide · Google AI for Developers · Intermediate

    You want the official overview of Gemini managed agents, sandbox behavior, and when to use agent workflows instead of plain model calls.

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