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chore(docs): bring AMP doc refresh from release/v1.0.0 into main (#3637)
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* WIP: v1 docs (#3626) (cherry picked from commit d46e20fa09bcd2f5916282f5553ddeb7183bd92c) * docs: parity for all translations * docs: full name of acronym AMP * docs: fix lingering unused code * docs: expand contextual options in docs.json * docs: add contextual action to request feature on GitHub * chore: tidy docs formatting
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## Quickstarts & Demos
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<CardGroup cols={2}>
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<Card title="Task Guardrails" icon="shield-check" href="https://github.com/crewAIInc/crewAI-quickstarts/tree/main/Task%20Guardrails">
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Interactive notebooks for hands-on exploration.
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<CardGroup cols={3}>
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<Card title="Collaboration" icon="people-arrows" href="https://github.com/crewAIInc/crewAI-quickstarts/blob/main/Collaboration/crewai_collaboration.ipynb">
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Coordinate multiple agents on shared tasks. Includes notebook with end-to-end collaboration pattern.
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</Card>
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<Card title="Planning" icon="timeline" href="https://github.com/crewAIInc/crewAI-quickstarts/blob/main/Planning/crewai_planning.ipynb">
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Teach agents to reason about multi-step plans before execution using the planning toolkit.
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</Card>
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<Card title="Reasoning" icon="lightbulb" href="https://github.com/crewAIInc/crewAI-quickstarts/blob/main/Reasoning/crewai_reasoning.ipynb">
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Explore self-reflection loops, critique prompts, and structured thinking patterns.
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</Card>
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</CardGroup>
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<CardGroup cols={3}>
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<Card title="Structured Guardrails" icon="shield-check" href="https://github.com/crewAIInc/crewAI-quickstarts/blob/main/Guardrails/task_guardrails.ipynb">
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Apply task-level guardrails with retries, validation functions, and safe fallbacks.
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</Card>
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<Card title="Gemini Search & Grounding" icon="magnifying-glass" href="https://github.com/crewAIInc/crewAI-quickstarts/blob/main/Custom%20LLM/gemini_search_grounding_crewai.ipynb">
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Connect CrewAI to Gemini with search grounding for factual, citation-rich outputs.
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</Card>
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<Card title="Gemini Video Summaries" icon="video" href="https://github.com/crewAIInc/crewAI-quickstarts/blob/main/Custom%20LLM/summarize_video_gemini_crewai.ipynb">
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Generate video recaps using Gemini multimodal LLM and CrewAI orchestration.
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</Card>
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</CardGroup>
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<CardGroup cols={2}>
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<Card title="Browse Quickstarts" icon="bolt" href="https://github.com/crewAIInc/crewAI-quickstarts">
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Feature demos and small projects showcasing specific CrewAI capabilities.
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View all notebooks and feature demos showcasing specific CrewAI capabilities.
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</Card>
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<Card title="Request a cookbook" icon="message-plus" href="https://community.crewai.com">
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Missing a pattern? Drop a request in the community forum and we’ll expand the library.
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</Card>
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</CardGroup>
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<Tip>
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Use Cookbooks to learn a pattern quickly, then jump to Full Examples for production‑grade implementations.
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</Tip>
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