Aakash BakhleandGitHub
102f19fe41
Resolved conversations need a separate suggestion layer so repeated FAQ signals can be grouped without creating untrusted knowledge entries. This PR adds the persistence foundation only; it introduces no user-facing behavior by itself. ## Closes - [CW-7495](https://linear.app/chatwoot/issue/CW-7495/backend-llm-changes-to-make-conversation-faqs-as-signalssuggestions) (stacked PR 1/3; the issue is complete after the full stack lands) ## What changed - Added `captain_faq_suggestions` with question, answer, embedding, source count, and review status. - Added `captain_faq_observations` to retain conversation-level signals. - Added Captain assistant, account, and conversation associations. - Added vector and lookup indexes for semantic grouping. ## How to test This layer has no standalone UI behavior. Apply the migration and confirm Captain assistants can persist open FAQ suggestions with attached conversation observations.
49 lines
1.7 KiB
Ruby
49 lines
1.7 KiB
Ruby
class CreateCaptainFaqSuggestions < ActiveRecord::Migration[7.1]
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def change
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create_faq_suggestions
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create_faq_observations
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end
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private
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def create_faq_suggestions
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create_table :captain_faq_suggestions do |t|
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t.string :question, null: false
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t.text :answer, null: false
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t.vector :embedding, limit: 1536
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t.references :assistant, null: false, index: true
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t.references :account, null: false, index: true
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t.string :language, null: false, default: 'en'
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t.integer :source_count, null: false, default: 0
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t.integer :status, null: false, default: 0
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t.timestamps
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end
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add_index :captain_faq_suggestions, [:account_id, :assistant_id, :status, :language],
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name: 'idx_cap_faq_suggestions_on_account_assistant_status_language'
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add_index :captain_faq_suggestions, :embedding, using: :ivfflat,
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name: 'vector_idx_captain_faq_suggestions_embedding',
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opclass: :vector_cosine_ops
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end
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def create_faq_observations
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create_table :captain_faq_observations do |t|
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t.references :account, null: false, index: true
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t.references :conversation, null: false, index: true
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t.references :faq_suggestion, index: true
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t.string :generated_question, null: false
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t.text :generated_answer, null: false
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t.string :language, null: false, default: 'en'
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t.integer :status, null: false, default: 0
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t.timestamps
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end
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add_index :captain_faq_observations, [:conversation_id, :faq_suggestion_id],
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unique: true,
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where: 'faq_suggestion_id IS NOT NULL',
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name: 'idx_captain_faq_observations_on_conversation_and_suggestion'
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end
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end
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