61 lines
1.9 KiB
Ruby
61 lines
1.9 KiB
Ruby
# frozen_string_literal: true
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class LlmModelsForSummarization < ActiveRecord::Migration[7.0]
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def up
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setting_value =
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DB
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.query_single(
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"SELECT value FROM site_settings WHERE name = :llm_setting",
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llm_setting: "ai_summarization_strategy",
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)
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.first
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.to_s
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return if setting_value.empty?
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gpt_models = %w[gpt-4 gpt-4-32k gpt-4-turbo gpt-4o gpt-3.5-turbo gpt-3.5-turbo-16k]
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gemini_models = %w[gemini-pro gemini-1.5-pro gemini-1.5-flash]
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claude_models = %w[claude-2 claude-instant-1 claude-3-haiku claude-3-sonnet claude-3-opus]
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oss_models = %w[mistralai/Mixtral-8x7B-Instruct-v0.1 mistralai/Mixtral-8x7B-Instruct-v0.1]
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providers = []
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prov_priority = ""
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if gpt_models.include?(setting_value)
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providers = %w[azure open_ai]
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prov_priority = "azure"
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elsif gemini_models.include?(setting_value)
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providers = %w[google]
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prov_priority = "google"
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elsif claude_models.include?(setting_value)
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providers = %w[aws_bedrock anthropic]
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prov_priority = "aws_bedrock"
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elsif oss_models.include?(setting_value)
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providers = %w[hugging_face vllm]
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prov_priority = "vllm"
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end
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insert_llm_model(setting_value, providers, prov_priority) if providers.present?
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end
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def insert_llm_model(old_value, providers, priority)
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matching_models = DB.query(<<~SQL, model_name: old_value, providers: providers)
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SELECT * FROM llm_models WHERE name = :model_name AND provider IN (:providers)
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SQL
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return if matching_models.empty?
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priority_model = matching_models.find { |m| m.provider == priority } || matching_models.first
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new_value = "custom:#{priority_model.id}"
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DB.exec(<<~SQL, new_value: new_value)
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INSERT INTO site_settings(name, data_type, value, created_at, updated_at)
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VALUES ('ai_summarization_model', 1, :new_value, NOW(), NOW())
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SQL
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end
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def down
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raise ActiveRecord::IrreversibleMigration
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end
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end
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