We’ve successfully configured the Discourse AI plugin using: LLM Model: gpt-3.5-turbo Embeddings Model: text-embedding-3-small We also triggered the background jobs from /sidekiq/scheduler: Jobs::EmbeddingsBackfill Jobs::SummariesBackfill Both completed with a success status. Additionally, the embedding model test returned a successful response. However, we’re encountering two unresolved issues: AI Semantic Search: The AI Search toggle in the search interface remains disabled and cannot be turned on. The message “Sorry, our AI search found no matching topics” is always shown, despite existing matching content. AI Summarization: The “AI Summary” button or output is not visible on any topic page, even though all summarization-related settings and the persona are correctly enabled. The AI Helper (composer assistant) works as expected, but AI Search and AI Summarization features (Summarize button not visible) remain inactive, likely due to embeddings not being applied to existing topics despite backfill jobs reporting success.

Have you enabled ai_summarization_enabled and ai_embeddings_semantic_search_enabled? Are there any issues showing up in /logs ?

Hi Sam, We managed to resolve the Summarize issue—it turned out to be related to trust level settings. However, we’re still facing trouble with the AI Search feature. Specifically, we’re unable to toggle the button to enable AI. We attempted to activate it manually via the backend using the following command: ruby CopyEdit DiscourseAi::Embeddings::CreateEmbeddings.new(model: "text-embedding-3-small").embed("This is a test") Then we checked the embedding count with: ruby CopyEdit DiscourseAi::Embeddings::TopicEmbedding.count Unfortunately, the count remains zero, indicating that embeddings aren’t being created, even when triggered manually. We also tried rebuilding the AI plugin, suspecting that some files might not have been properly updated—but the issue persists.

Is DiscourseAi::Embeddings.enabled? true? If yes, there should be an error in the /logs page.

[图片] Steve_John: The AI Search toggle in the search interface remains disabled and cannot be turned on. The message “Sorry, our AI search found no matching topics” is always shown, despite existing matching content. I’m facing this issue but summarization is working. I have enabled the quoted options and checked that my instance is already embedding. 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plugins/discourse-ai/lib/completions/dialects/chat_gpt.rb:40:in `max_prompt_tokens' plugins/discourse-ai/lib/completions/dialects/dialect.rb:134:in `trim_messages' plugins/discourse-ai/lib/completions/dialects/dialect.rb:83:in `translate' plugins/discourse-ai/lib/completions/endpoints/base.rb:113:in `perform_completion!' plugins/discourse-ai/lib/completions/endpoints/open_ai.rb:53:in `perform_completion!' plugins/discourse-ai/lib/completions/llm.rb:374:in `generate' plugins/discourse-ai/lib/configuration/llm_validator.rb:36:in `run_test' plugins/discourse-ai/app/controllers/discourse_ai/admin/ai_llms_controller.rb:128:in `test' actionpack (7.2.2.1) lib/action_controller/metal/basic_implicit_render.rb:8:in `send_action' actionpack (7.2.2.1) lib/abstract_controller/base.rb:226:in `process_action' actionpack (7.2.2.1) lib/action_controller/metal/rendering.rb:193:in `process_action' actionpack (7.2.2.1) lib/abstract_controller/callbacks.rb:261:in `block in process_action' activesupport (7.2.2.1) lib/active_support/callbacks.rb:121:in `block in run_callbacks' app/controllers/application_controller.rb:428:in `block in with_resolved_locale' i18n (1.14.7) lib/i18n.rb:353:in `with_locale' app/controllers/application_controller.rb:428:in `with_resolved_locale' activesupport (7.2.2.1) lib/active_support/callbacks.rb:130:in `block in run_callbacks' activesupport (7.2.2.1) lib/active_support/callbacks.rb:141:in `run_callbacks' actionpack (7.2.2.1) lib/abstract_controller/callbacks.rb:260:in `process_action' actionpack (7.2.2.1) lib/action_controller/metal/rescue.rb:27:in `process_action' actionpack (7.2.2.1) lib/action_controller/metal/instrumentation.rb:77:in `block in process_action' activesupport (7.2.2.1) lib/active_support/notifications.rb:210:in `block in instrument' activesupport (7.2.2.1) lib/active_support/notifications/instrumenter.rb:58:in `instrument' activesupport (7.2.2.1) lib/active_support/notifications.rb:210:in `instrument' actionpack (7.2.2.1) lib/action_controller/metal/instrumentation.rb:76:in `process_action' actionpack (7.2.2.1) lib/action_controller/metal/params_wrapper.rb:259:in `process_action' activerecord (7.2.2.1) lib/active_record/railties/controller_runtime.rb:39:in `process_action' actionpack (7.2.2.1) lib/abstract_controller/base.rb:163:in `process' actionview (7.2.2.1) lib/action_view/rendering.rb:40:in `process' rack-mini-profiler (3.3.1) lib/mini_profiler/profiling_methods.rb:115:in `block in profile_method' actionpack (7.2.2.1) lib/action_controller/metal.rb:252:in `dispatch' actionpack (7.2.2.1) lib/action_controller/metal.rb:335:in `dispatch' actionpack (7.2.2.1) lib/action_dispatch/routing/route_set.rb:67:in `dispatch' actionpack (7.2.2.1) lib/action_dispatch/routing/route_set.rb:50:in `serve' actionpack (7.2.2.1) lib/action_dispatch/routing/mapper.rb:32:in `block in ' actionpack (7.2.2.1) lib/action_dispatch/routing/mapper.rb:62:in `serve' actionpack (7.2.2.1) lib/action_dispatch/journey/router.rb:53:in 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lib/rack/session/abstract/id.rb:260:in `call' actionpack (7.2.2.1) lib/action_dispatch/middleware/cookies.rb:704:in `call' actionpack (7.2.2.1) lib/action_dispatch/middleware/callbacks.rb:31:in `block in call' activesupport (7.2.2.1) lib/active_support/callbacks.rb:101:in `run_callbacks' actionpack (7.2.2.1) lib/action_dispatch/middleware/callbacks.rb:30:in `call' actionpack (7.2.2.1) lib/action_dispatch/middleware/debug_exceptions.rb:31:in `call' actionpack (7.2.2.1) lib/action_dispatch/middleware/show_exceptions.rb:32:in `call' logster (2.20.1) lib/logster/middleware/reporter.rb:40:in `call' lib/middleware/default_headers.rb:13:in `call' railties (7.2.2.1) lib/rails/rack/logger.rb:41:in `call_app' railties (7.2.2.1) lib/rails/rack/logger.rb:29:in `call' config/initializers/100-quiet_logger.rb:20:in `call' config/initializers/100-silence_logger.rb:29:in `call' actionpack (7.2.2.1) lib/action_dispatch/middleware/request_id.rb:33:in `call' lib/middleware/enforce_hostname.rb:24:in `call' 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`spawn_missing_workers' unicorn (6.1.0) lib/unicorn/http_server.rb:143:in `start' unicorn (6.1.0) bin/unicorn:128:in ` ' vendor/bundle/ruby/3.3.0/bin/unicorn:25:in `load' vendor/bundle/ruby/3.3.0/bin/unicorn:25:in ` ' Semantic search also stopped working for me on Meta, perhaps because of my trust level? Well, semantic search needs a couple of words to work on it and order searchs by relevance.

@Steve_John were you able to resolve your problem? If so can you share the solution here? Otherwise we might as well close this topic. Looks like Falco offered some good troubleshooting advice: [图片] Falco: Is DiscourseAi::Embeddings.enabled? true? If yes, there should be an error in the /logs page.

Discourse AI - 语义搜索和总结在我们的配置中无法正常工作

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Falco (Falco) 2025 年4 月 9 日 12:41 5

DiscourseAi::Embeddings.enabled? 是否为 true？
如果是，/logs 页面应该会出现错误。

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