57 lines
1.6 KiB
Ruby
57 lines
1.6 KiB
Ruby
# frozen_string_literal: true
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module DiscourseAi
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module Summarization
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module Strategies
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class TruncateContent < ::Summarization::Base
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def initialize(completion_model)
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@completion_model = completion_model
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end
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attr_reader :completion_model
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delegate :correctly_configured?,
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:display_name,
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:configuration_hint,
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:model,
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to: :completion_model
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def summarize(content, _user, &on_partial_blk)
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opts = content.except(:contents)
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{
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summary: summarize_with_truncation(content[:contents], opts, &on_partial_blk),
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chunks: [],
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}
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end
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private
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def format_content_item(item)
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"(#{item[:id]} #{item[:poster]} said: #{item[:text]} "
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end
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def summarize_with_truncation(contents, opts)
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text_to_summarize = contents.map { |c| format_content_item(c) }.join
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truncated_content =
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::DiscourseAi::Tokenizer::BertTokenizer.truncate(
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text_to_summarize,
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completion_model.available_tokens,
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)
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completion(truncated_content)
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end
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def completion(prompt)
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::DiscourseAi::Inference::DiscourseClassifier.perform!(
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"#{SiteSetting.ai_summarization_discourse_service_api_endpoint}/api/v1/classify",
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completion_model.model,
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prompt,
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SiteSetting.ai_summarization_discourse_service_api_key,
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).dig(:summary_text)
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end
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end
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end
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end
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end
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