feat(content-filter): add LLMContentFilter for intelligent markdown generation
Add new LLMContentFilter class that uses LLMs to generate high-quality markdown content: - Implement intelligent content filtering with customizable instructions - Add chunk processing for handling large documents - Support parallel processing of content chunks - Include caching mechanism for filtered results - Add usage tracking and statistics - Update documentation with examples and use cases Also includes minor changes: - Disable Pydantic warnings in __init__.py - Add new prompt template for content filtering
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@@ -202,3 +202,58 @@ Avoid Common Mistakes:
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Result
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Output the final list of JSON objects, wrapped in <blocks>...</blocks> XML tags. Make sure to close the tag properly."""
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PROMPT_FILTER_CONTENT = """Your task is to filter and convert HTML content into clean, focused markdown that's optimized for use with LLMs and information retrieval systems.
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INPUT HTML:
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<|HTML_CONTENT_START|>
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{HTML}
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<|HTML_CONTENT_END|>
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SPECIFIC INSTRUCTION:
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<|USER_INSTRUCTION_START|>
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{REQUEST}
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<|USER_INSTRUCTION_END|>
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TASK DETAILS:
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1. Content Selection
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- DO: Keep essential information, main content, key details
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- DO: Preserve hierarchical structure using markdown headers
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- DO: Keep code blocks, tables, key lists
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- DON'T: Include navigation menus, ads, footers, cookie notices
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- DON'T: Keep social media widgets, sidebars, related content
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2. Content Transformation
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- DO: Use proper markdown syntax (#, ##, **, `, etc)
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- DO: Convert tables to markdown tables
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- DO: Preserve code formatting with ```language blocks
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- DO: Maintain link texts but remove tracking parameters
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- DON'T: Include HTML tags in output
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- DON'T: Keep class names, ids, or other HTML attributes
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3. Content Organization
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- DO: Maintain logical flow of information
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- DO: Group related content under appropriate headers
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- DO: Use consistent header levels
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- DON'T: Fragment related content
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- DON'T: Duplicate information
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Example Input:
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<div class="main-content"><h1>Setup Guide</h1><p>Follow these steps...</p></div>
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<div class="sidebar">Related articles...</div>
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Example Output:
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# Setup Guide
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Follow these steps...
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IMPORTANT: If specific instruction is provided above, prioritize those requirements over these general guidelines.
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OUTPUT FORMAT:
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Wrap your response in <content> tags. Use proper markdown throughout.
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<content>
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[Your markdown content here]
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</content>
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Begin filtering now."""
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