27 lines
597 B
Markdown
27 lines
597 B
Markdown
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```ruby title="Ruby"
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require 'kreuzberg'
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config = Kreuzberg::ExtractionConfig.new(
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chunking: Kreuzberg::ChunkingConfig.new(
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max_characters: 512,
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overlap: 50,
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embedding: Kreuzberg::EmbeddingConfig.new(
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model: Kreuzberg::EmbeddingModelType.new(
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type: 'preset',
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name: 'balanced'
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),
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normalize: true
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)
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)
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)
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result = Kreuzberg.extract_file_sync('document.pdf', config: config)
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result.chunks.each_with_index do |chunk, i|
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if chunk.embedding
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puts "Chunk #{i}: #{chunk.embedding.length} dimensions"
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# Store in vector database
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end
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end
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```
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