Enhance Crawl4AI with CLI and documentation updates - Implemented Command-Line Interface (CLI) in `crawl4ai/cli.py` - Added chunking strategies and their documentation in `llm.txt`
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Hypothetical Questions
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Basic Concept of
storage_state- "What is
storage_stateand how does it help me maintain session data across crawls?" - "Can I directly provide a dictionary of cookies and localStorage data, or do I need a file?"
- "What is
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Cookies and LocalStorage Handling
- "How do I set cookies and localStorage items before starting my crawl?"
- "Can I specify multiple origins and different sets of localStorage keys per origin?"
-
Using a
storage_stateFile- "How do I load session data from a JSON file?"
- "Can I export the current session state to a file and reuse it later?"
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Login and Authentication Scenarios
- "How can I use
storage_stateto skip the login process on subsequent runs?" - "What’s the workflow for logging in once, exporting the session data, and then starting future crawls already logged in?"
- "How can I use
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Updating or Changing the Session State
- "What if my session expires? Can I refresh the session and update the
storage_statefile?" - "How can I revert to a 'logged out' state by clearing tokens or using a sign-out scenario?"
- "What if my session expires? Can I refresh the session and update the
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Practical Use Cases
- "If I’m crawling a series of protected pages from the same site, how can
storage_statespeed up the process?" - "Can I switch between multiple
storage_statefiles for different accounts or different states (e.g., logged in vs. logged out)?"
- "If I’m crawling a series of protected pages from the same site, how can
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Performance and Reliability
- "Will using
storage_stateimprove my crawl performance by reducing repeated actions?" - "Are there any risks or complications when transferring
storage_statebetween different environments?"
- "Will using
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Integration with Hooks and Configurations
- "How do I integrate
storage_statewith hooks for a one-time login flow?" - "Can I still customize browser or page behavior with hooks if I start with a
storage_state?"
- "How do I integrate
Topics Discussed in the File
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storage_stateOverview:
Explaining thatstorage_stateis a mechanism to start crawls with preloaded cookies and localStorage data, eliminating the need to re-authenticate or re-set session data every time. -
Data Formats:
You can providestorage_stateas either a Python dictionary or a JSON file. The JSON structure includes cookies and localStorage entries associated with specific domains/origins. -
Practical Authentication Workflows:
Demonstrating how to log in once (using a hook or manual interaction), then save the resultingstorage_stateto a file. Subsequent crawls can use this file to start already authenticated, greatly speeding up the process and simplifying pipelines. -
Updating or Changing State:
The crawler can export the current session state to a file at any time. This allows reusing the same authenticated session, switching states, or returning to a baseline state (e.g., logged out) by applying a differentstorage_statefile. -
Integration with Other Features:
storage_stateworks seamlessly withAsyncWebCrawlerandCrawlerRunConfig. You can still use hooks, JS code execution, and other Crawl4AI features alongside a preloaded session state.
In summary, the file explains how to use storage_state to maintain and reuse session data (cookies, localStorage) across crawls in Crawl4AI, demonstrating how it streamlines workflows that require authentication or complex session setups.