Сбой ИИ-триажа на конечных точках Google Interaction

Поддержка продукта
1

Я обновил все модели Google Vertex LLM до Interaction Endpoints, и недавно я начал замечать в логах следующую ошибку: ИИ перестал автоматически отвечать на сообщения. Что здесь происходит? Всё работало изначально, но несколько недель назад перестало.

Для различных агентов используются Flash 3.7 и 3.8. AI Bot, Forum Helper и Inferred Concepts используют 3.8, остальные — 3.7 с thinking по следующей конфигурации:

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Message

Error responding to: /t/metadata-lookups-failing-for-movie-stargate-the-ark-of-truth/5969/2 in LlmAgentTriage.handle : DiscourseAi::Completions::Endpoints::Base::CompletionFailed : {"error":{"message":"Model turns with thought summaries must start with a thought block in thinking models.","code":"invalid_request"}}

Backtrace

/var/www/discourse/plugins/discourse-ai/lib/completions/endpoints/base.rb:499:in 'block (3 levels) in DiscourseAi::Completions::Endpoints::Base#perform_completion_request_with_retries'
net-http-0.9.1/lib/net/http.rb:2461:in 'block in Net::HTTP#transport_request'
net-http-0.9.1/lib/net/http/response.rb:321:in 'Net::HTTPResponse#reading_body'
net-http-0.9.1/lib/net/http.rb:2458:in 'Net::HTTP#transport_request'
net-http-0.9.1/lib/net/http.rb:2410:in 'Net::HTTP#request'
rack-mini-profiler-5.0.0/lib/patches/net_patches.rb:19:in 'block in Net::HTTP#request_with_mini_profiler'
rack-mini-profiler-5.0.0/lib/mini_profiler/profiling_methods.rb:51:in 'Rack::MiniProfiler::ProfilingMethods#step'
rack-mini-profiler-5.0.0/lib/patches/net_patches.rb:18:in 'Net::HTTP#request_with_mini_profiler'
/var/www/discourse/plugins/discourse-ai/lib/completions/endpoints/base.rb:487:in 'block (2 levels) in DiscourseAi::Completions::Endpoints::Base#perform_completion_request_with_retries'
net-http-0.9.1/lib/net/http.rb:1630:in 'Net::HTTP#start'
net-http-0.9.1/lib/net/http.rb:1064:in 'Net::HTTP.start'
/var/www/discourse/plugins/discourse-ai/lib/completions/endpoints/base.rb:468:in 'block in DiscourseAi::Completions::Endpoints::Base#perform_completion_request_with_retries'
<internal:kernel>:168:in 'Kernel#loop'
/var/www/discourse/plugins/discourse-ai/lib/completions/endpoints/base.rb:444:in 'DiscourseAi::Completions::Endpoints::Base#perform_completion_request_with_retries'
/var/www/discourse/plugins/discourse-ai/lib/completions/endpoints/base.rb:196:in 'DiscourseAi::Completions::Endpoints::Base#perform_completion!'
/var/www/discourse/plugins/discourse-ai/lib/completions/llm.rb:258:in 'DiscourseAi::Completions::Llm#generate'
/var/www/discourse/plugins/discourse-ai/lib/agents/bot.rb:292:in 'DiscourseAi::Agents::Bot#reply'
/var/www/discourse/plugins/discourse-ai/lib/ai_bot/playground.rb:669:in 'DiscourseAi::AiBot::Playground#reply_to'
/var/www/discourse/plugins/discourse-ai/lib/ai_bot/playground.rb:224:in 'DiscourseAi::AiBot::Playground.reply_to_post'
/var/www/discourse/plugins/discourse-ai/lib/automation/llm_agent_triage.rb:13:in 'DiscourseAi::Automation::LlmAgentTriage.handle'
/var/www/discourse/plugins/discourse-ai/discourse_automation/llm_agent_triage.rb:44:in 'block (2 levels) in <main>'
/var/www/discourse/plugins/automation/app/models/discourse_automation/automation.rb:163:in 'block in DiscourseAutomation::Automation#trigger!'
/var/www/discourse/plugins/automation/app/models/discourse_automation/stat.rb:12:in 'DiscourseAutomation::Stat.log'
/var/www/discourse/plugins/automation/app/models/discourse_automation/automation.rb:161:in 'DiscourseAutomation::Automation#trigger!'
/var/www/discourse/plugins/automation/app/jobs/regular/discourse_automation/trigger.rb:30:in 'Jobs::DiscourseAutomation::Trigger#execute'
/var/www/discourse/app/jobs/base.rb:313:in 'block (2 levels) in Jobs::Base#perform'
rails_multisite-9.0.0/lib/rails_multisite/connection_management/null_instance.rb:54:in 'RailsMultisite::ConnectionManagement::NullInstance#with_connection'
rails_multisite-9.0.0/lib/rails_multisite/connection_management.rb:23:in 'RailsMultisite::ConnectionManagement.with_connection'
/var/www/discourse/app/jobs/base.rb:300:in 'block in Jobs::Base#perform'
/var/www/discourse/app/jobs/base.rb:297:in 'Array#each'
/var/www/discourse/app/jobs/base.rb:297:in 'Jobs::Base#perform'
sidekiq-7.3.10/lib/sidekiq/processor.rb:220:in 'Sidekiq::Processor#execute_job'
sidekiq-7.3.10/lib/sidekiq/processor.rb:185:in 'block (4 levels) in Sidekiq::Processor#process'
sidekiq-7.3.10/lib/sidekiq/middleware/chain.rb:180:in 'Sidekiq::Middleware::Chain#traverse'
sidekiq-7.3.10/lib/sidekiq/middleware/chain.rb:183:in 'block in Sidekiq::Middleware::Chain#traverse'
/var/www/discourse/lib/sidekiq/suppress_user_email_errors.rb:6:in 'Sidekiq::SuppressUserEmailErrors#call'
sidekiq-7.3.10/lib/sidekiq/middleware/chain.rb:182:in 'Sidekiq::Middleware::Chain#traverse'
sidekiq-7.3.10/lib/sidekiq/middleware/chain.rb:183:in 'block in Sidekiq::Middleware::Chain#traverse'
/var/www/discourse/lib/sidekiq/discourse_event.rb:6:in 'Sidekiq::DiscourseEvent#call'
sidekiq-7.3.10/lib/sidekiq/middleware/chain.rb:182:in 'Sidekiq::Middleware::Chain#traverse'
sidekiq-7.3.10/lib/sidekiq/middleware/chain.rb:183:in 'block in Sidekiq::Middleware::Chain#traverse'
/var/www/discourse/lib/sidekiq/pausable.rb:136:in 'Sidekiq::Pausable#call'
sidekiq-7.3.10/lib/sidekiq/middleware/chain.rb:182:in 'Sidekiq::Middleware::Chain#traverse'
sidekiq-7.3.10/lib/sidekiq/middleware/chain.rb:183:in 'block in Sidekiq::Middleware::Chain#traverse'
sidekiq-7.3.10/lib/sidekiq/job/interrupt_handler.rb:9:in 'Sidekiq::Job::InterruptHandler#call'
sidekiq-7.3.10/lib/sidekiq/middleware/chain.rb:182:in 'Sidekiq::Middleware::Chain#traverse'
sidekiq-7.3.10/lib/sidekiq/middleware/chain.rb:183:in 'block in Sidekiq::Middleware::Chain#traverse'
sidekiq-7.3.10/lib/sidekiq/metrics/tracking.rb:26:in 'Sidekiq::Metrics::ExecutionTracker#track'
sidekiq-7.3.10/lib/sidekiq/metrics/tracking.rb:134:in 'Sidekiq::Metrics::Middleware#call'
sidekiq-7.3.10/lib/sidekiq/middleware/chain.rb:182:in 'Sidekiq::Middleware::Chain#traverse'
sidekiq-7.3.10/lib/sidekiq/middleware/chain.rb:173:in 'Sidekiq::Middleware::Chain#invoke'
sidekiq-7.3.10/lib/sidekiq/processor.rb:184:in 'block (3 levels) in Sidekiq::Processor#process'
sidekiq-7.3.10/lib/sidekiq/processor.rb:145:in 'block (6 levels) in Sidekiq::Processor#dispatch'
sidekiq-7.3.10/lib/sidekiq/job_retry.rb:118:in 'Sidekiq::JobRetry#local'
sidekiq-7.3.10/lib/sidekiq/processor.rb:144:in 'block (5 levels) in Sidekiq::Processor#dispatch'
sidekiq-7.3.10/lib/sidekiq/config.rb:39:in 'block in <class:Config>'
sidekiq-7.3.10/lib/sidekiq/processor.rb:139:in 'block (4 levels) in Sidekiq::Processor#dispatch'
sidekiq-7.3.10/lib/sidekiq/processor.rb:281:in 'Sidekiq::Processor#stats'
sidekiq-7.3.10/lib/sidekiq/processor.rb:134:in 'block (3 levels) in Sidekiq::Processor#dispatch'
sidekiq-7.3.10/lib/sidekiq/job_logger.rb:15:in 'Sidekiq::JobLogger#call'
sidekiq-7.3.10/lib/sidekiq/processor.rb:133:in 'block (2 levels) in Sidekiq::Processor#dispatch'
sidekiq-7.3.10/lib/sidekiq/job_retry.rb:85:in 'Sidekiq::JobRetry#global'
sidekiq-7.3.10/lib/sidekiq/processor.rb:132:in 'block in Sidekiq::Processor#dispatch'
sidekiq-7.3.10/lib/sidekiq/job_logger.rb:40:in 'Sidekiq::JobLogger#prepare'
sidekiq-7.3.10/lib/sidekiq/processor.rb:131:in 'Sidekiq::Processor#dispatch'
sidekiq-7.3.10/lib/sidekiq/processor.rb:183:in 'block (2 levels) in Sidekiq::Processor#process'
sidekiq-7.3.10/lib/sidekiq/processor.rb:182:in 'Thread.handle_interrupt'
sidekiq-7.3.10/lib/sidekiq/processor.rb:182:in 'block in Sidekiq::Processor#process'
sidekiq-7.3.10/lib/sidekiq/processor.rb:181:in 'Thread.handle_interrupt'
sidekiq-7.3.10/lib/sidekiq/processor.rb:181:in 'Sidekiq::Processor#process'
sidekiq-7.3.10/lib/sidekiq/processor.rb:86:in 'Sidekiq::Processor#process_one'
sidekiq-7.3.10/lib/sidekiq/processor.rb:76:in 'Sidekiq::Processor#run'
sidekiq-7.3.10/lib/sidekiq/component.rb:10:in 'Sidekiq::Component#watchdog'
sidekiq-7.3.10/lib/sidekiq/component.rb:19:in 'block in Sidekiq::Component#safe_thread'
2

Если это кому-то поможет, похоже, окно контента, настроенное в конфигурации LLM, было слишком маленьким. Его увеличение, по-видимому, решило проблему (по крайней мере, пока). Буду следить за ситуацией.

Возможно, Discourse мог бы найти другой способ обработки таких случаев, если контекстное окно недостаточно велико, вместо того чтобы обрывать сообщение, что делает его недействительным.