mirror of
https://github.com/discourse/discourse-ai.git
synced 2025-02-16 00:14:48 +00:00
47f5da7e42
This introduces a comprehensive spam detection system that uses LLM models to automatically identify and flag potential spam posts. The system is designed to be both powerful and configurable while preventing false positives. Key Features: * Automatically scans first 3 posts from new users (TL0/TL1) * Creates dedicated AI flagging user to distinguish from system flags * Tracks false positives/negatives for quality monitoring * Supports custom instructions to fine-tune detection * Includes test interface for trying detection on any post Technical Implementation: * New database tables: - ai_spam_logs: Stores scan history and results - ai_moderation_settings: Stores LLM config and custom instructions * Rate limiting and safeguards: - Minimum 10-minute delay between rescans - Only scans significant edits (>10 char difference) - Maximum 3 scans per post - 24-hour maximum age for scannable posts * Admin UI features: - Real-time testing capabilities - 7-day statistics dashboard - Configurable LLM model selection - Custom instruction support Security and Performance: * Respects trust levels - only scans TL0/TL1 users * Skips private messages entirely * Stops scanning users after 3 successful public posts * Includes comprehensive test coverage * Maintains audit log of all scan attempts --------- Co-authored-by: Keegan George <kgeorge13@gmail.com> Co-authored-by: Martin Brennan <martin@discourse.org>
337 lines
8.3 KiB
YAML
337 lines
8.3 KiB
YAML
discourse_ai:
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discourse_ai_enabled:
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default: true
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client: true
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ai_artifact_security:
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client: true
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type: enum
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default: "strict"
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choices:
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- "disabled"
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- "lax"
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- "strict"
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ai_sentiment_enabled:
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default: false
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client: true
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ai_sentiment_model_configs:
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default: ""
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json_schema: DiscourseAi::Sentiment::SentimentSiteSettingJsonSchema
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ai_sentiment_backfill_maximum_posts_per_hour:
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default: 250
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min: 0
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max: 10000
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hidden: true
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ai_sentiment_backfill_post_max_age_days:
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default: 60
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hidden: true
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ai_openai_dall_e_3_url: "https://api.openai.com/v1/images/generations"
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ai_openai_embeddings_url: "https://api.openai.com/v1/embeddings"
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ai_openai_organization:
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default: ""
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hidden: true
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ai_openai_api_key:
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default: ""
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secret: true
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ai_stability_api_key:
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default: ""
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secret: true
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ai_stability_api_url:
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default: "https://api.stability.ai"
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ai_stability_engine:
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default: "stable-diffusion-xl-1024-v1-0"
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type: enum
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choices:
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- "sd3"
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- "sd3-turbo"
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- "stable-diffusion-xl-1024-v1-0"
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- "stable-diffusion-768-v2-1"
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- "stable-diffusion-v1-5"
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ai_hugging_face_tei_endpoint:
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default: ""
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ai_hugging_face_tei_endpoint_srv:
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default: ""
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hidden: true
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ai_hugging_face_tei_api_key: ""
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ai_hugging_face_tei_reranker_endpoint:
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default: ""
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ai_hugging_face_tei_reranker_endpoint_srv:
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default: ""
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hidden: true
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ai_hugging_face_tei_reranker_api_key: ""
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ai_google_custom_search_api_key:
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default: ""
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secret: true
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ai_google_custom_search_cx:
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default: ""
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ai_cloudflare_workers_account_id:
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default: ""
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secret: true
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ai_cloudflare_workers_api_token:
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default: ""
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secret: true
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ai_gemini_api_key:
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default: ""
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hidden: false
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ai_strict_token_counting:
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default: false
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hidden: true
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ai_helper_enabled:
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default: false
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client: true
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validator: "DiscourseAi::Configuration::LlmDependencyValidator"
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composer_ai_helper_allowed_groups:
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type: group_list
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list_type: compact
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default: "3|14" # 3: @staff, 14: @trust_level_4
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allow_any: false
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refresh: true
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ai_helper_allowed_in_pm:
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default: false
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client: true
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ai_helper_model:
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default: ""
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allow_any: false
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type: enum
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enum: "DiscourseAi::Configuration::LlmEnumerator"
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validator: "DiscourseAi::Configuration::LlmValidator"
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ai_helper_custom_prompts_allowed_groups:
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type: group_list
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list_type: compact
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default: "3" # 3: @staff
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allow_any: false
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refresh: true
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post_ai_helper_allowed_groups:
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type: group_list
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list_type: compact
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default: "3|14" # 3: @staff, 14: @trust_level_4
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allow_any: false
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refresh: true
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ai_helper_automatic_chat_thread_title:
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default: false
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ai_helper_automatic_chat_thread_title_delay:
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default: 5
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ai_helper_illustrate_post_model:
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default: disabled
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type: enum
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choices:
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- stable_diffusion_xl
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- dall_e_3
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- disabled
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ai_helper_enabled_features:
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client: true
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default: "suggestions|context_menu"
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type: list
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list_type: compact
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allow_any: false
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refresh: true
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choices:
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- "suggestions"
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- "context_menu"
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- "image_caption"
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ai_helper_image_caption_model:
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default: ""
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type: enum
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enum: "DiscourseAi::Configuration::LlmVisionEnumerator"
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ai_auto_image_caption_allowed_groups:
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client: true
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type: group_list
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list_type: compact
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default: "10" # 10: @trust_level_0
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allow_any: false
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refresh: true
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ai_helper_model_allowed_seeded_models:
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default: ""
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hidden: true
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type: list
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list_type: compact
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ai_helper_image_caption_model_allowed_seeded_models:
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default: ""
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hidden: true
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type: list
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list_type: compact
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ai_embeddings_enabled:
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default: false
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client: true
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validator: "DiscourseAi::Configuration::EmbeddingsModuleValidator"
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ai_embeddings_discourse_service_api_endpoint: ""
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ai_embeddings_discourse_service_api_endpoint_srv:
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default: ""
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hidden: true
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ai_embeddings_discourse_service_api_key:
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default: ""
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secret: true
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ai_embeddings_model:
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type: enum
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default: "bge-large-en"
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allow_any: false
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choices:
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- all-mpnet-base-v2
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- text-embedding-ada-002
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- text-embedding-3-small
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- text-embedding-3-large
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- multilingual-e5-large
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- bge-large-en
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- gemini
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- bge-m3
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validator: "DiscourseAi::Configuration::EmbeddingsModelValidator"
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ai_embeddings_per_post_enabled:
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default: false
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hidden: true
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ai_embeddings_generate_for_pms: false
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ai_embeddings_semantic_related_topics_enabled:
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default: false
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client: true
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ai_embeddings_semantic_related_topics: 5
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ai_embeddings_semantic_related_include_closed_topics: true
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ai_embeddings_backfill_batch_size:
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default: 250
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hidden: true
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ai_embeddings_pg_connection_string:
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default: ""
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hidden: true
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ai_embeddings_semantic_search_enabled:
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default: false
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client: true
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validator: "DiscourseAi::Configuration::LlmDependencyValidator"
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ai_embeddings_semantic_search_hyde_model:
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default: ""
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type: enum
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allow_any: false
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enum: "DiscourseAi::Configuration::LlmEnumerator"
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validator: "DiscourseAi::Configuration::LlmValidator"
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ai_embeddings_semantic_search_hyde_model_allowed_seeded_models:
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default: ""
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hidden: true
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type: list
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list_type: compact
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ai_embeddings_semantic_quick_search_enabled:
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default: false
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client: true
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hidden: true
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ai_summarization_enabled:
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default: false
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client: true
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validator: "DiscourseAi::Configuration::LlmDependencyValidator"
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ai_summarization_model:
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default: ""
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allow_any: false
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type: enum
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enum: "DiscourseAi::Configuration::LlmEnumerator"
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validator: "DiscourseAi::Configuration::LlmValidator"
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ai_pm_summarization_allowed_groups:
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type: group_list
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list_type: compact
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default: ""
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ai_custom_summarization_allowed_groups:
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type: group_list
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list_type: compact
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default: "3|13" # 3: @staff, 13: @trust_level_3
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ai_summary_gists_enabled:
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default: false
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hidden: true
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ai_summary_gists_allowed_groups:
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type: group_list
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list_type: compact
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default: "0" #everyone
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hidden: true
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ai_summarization_model_allowed_seeded_models:
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default: ""
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hidden: true
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type: list
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list_type: compact
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ai_summary_backfill_topic_max_age_days:
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default: 30
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min: 1
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max: 10000
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ai_summary_backfill_maximum_topics_per_hour:
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default: 0
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min: 0
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max: 10000
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ai_summary_backfill_minimum_word_count:
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default: 200
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hidden: true
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ai_bot_enabled:
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default: false
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client: true
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ai_bot_enable_chat_warning:
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default: false
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client: true
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ai_bot_debugging_allowed_groups:
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type: group_list
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list_type: compact
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default: ""
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allow_any: false
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ai_bot_allowed_groups:
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type: group_list
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list_type: compact
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default: "3|14" # 3: @staff, 14: @trust_level_4
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ai_bot_public_sharing_allowed_groups:
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client: false
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type: group_list
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list_type: compact
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default: "1|2" # 1: admins, 2: moderators
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allow_any: false
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refresh: true
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ai_bot_enabled_chat_bots: # TODO(roman): Deprecated. Remove by Sept 2024
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type: list
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default: "gpt-3.5-turbo"
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hidden: true
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choices: "DiscourseAi::Configuration::LlmEnumerator.available_ai_bots"
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ai_bot_add_to_header:
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default: true
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client: true
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ai_bot_github_access_token:
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default: ""
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secret: true
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ai_automation_max_triage_per_minute:
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default: 60
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hidden: true
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ai_automation_max_triage_per_post_per_minute:
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default: 2
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hidden: true
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ai_automation_allowed_seeded_models:
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default: ""
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hidden: true
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type: list
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list_type: compact
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ai_discord_app_id:
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default: ""
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client: false
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ai_discord_app_public_key:
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default: ""
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client: false
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ai_discord_search_mode:
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default: "search"
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type: enum
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choices:
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- search
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- persona
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ai_discord_search_persona:
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default: ""
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type: enum
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enum: "DiscourseAi::Configuration::PersonaEnumerator"
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ai_discord_allowed_guilds:
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type: list
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list_type: compact
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default: ""
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ai_spam_detection_enabled:
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default: false
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hidden: true
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ai_spam_detection_user_id:
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default: ""
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hidden: true
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ai_spam_detection_model_allowed_seeded_models:
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default: ""
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hidden: true
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type: list
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