لقد بدأت في استخدام Discourse Ai - OpenAi API. أولاً، قمت بإعداده للمواضيع ذات الصلة (text-embedding-ada-002). عندما حاولت تشغيل مهمة rake للملء الخلفي. تلقيت الخطأ التالي.
....rake aborted!
NoMethodError: undefined method `[]' for nil:NilClass (NoMethodError)
response[:data].first[:embedding]
^^^^^^^
/var/www/discourse/plugins/discourse-ai/lib/embeddings/vector_representations/text_embedding_ada_002.rb:37:in `vector_from'
/var/www/discourse/plugins/discourse-ai/lib/embeddings/vector_representations/base.rb:145:in `generate_representation_from'
/var/www/discourse/plugins/discourse-ai/lib/tasks/modules/embeddings/database.rake:19:in `block (2 levels) in <main>'
/var/www/discourse/vendor/bundle/ruby/3.2.0/gems/activerecord-7.0.8/lib/active_record/relation/batches.rb:71:in `each'
/var/www/discourse/vendor/bundle/ruby/3.2.0/gems/activerecord-7.0.8/lib/active_record/relation/batches.rb:71:in `block in find_each'
/var/www/discourse/vendor/bundle/ruby/3.2.0/gems/activerecord-7.0.8/lib/active_record/relation/batches.rb:138:in `block in find_in_batches'
/var/www/discourse/vendor/bundle/ruby/3.2.0/gems/activerecord-7.0.8/lib/active_record/relation/batches.rb:245:in `block in in_batches'
/var/www/discourse/vendor/bundle/ruby/3.2.0/gems/activerecord-7.0.8/lib/active_record/relation/batches.rb:229:in `loop'
/var/www/discourse/vendor/bundle/ruby/3.2.0/gems/activerecord-7.0.8/lib/active_record/relation/batches.rb:229:in `in_batches'
/var/www/discourse/vendor/bundle/ruby/3.2.0/gems/activerecord-7.0.8/lib/active_record/relation/batches.rb:137:in `find_in_batches'
/var/www/discourse/vendor/bundle/ruby/3.2.0/gems/activerecord-7.0.8/lib/active_record/relation/batches.rb:70:in `find_each'
/var/www/discourse/plugins/discourse-ai/lib/tasks/modules/embeddings/database.rake:17:in `block in <main>'
/usr/local/bin/bundle:25:in `load'
/usr/local/bin/bundle:25:in `<main>'
Tasks: TOP => ai:embeddings:backfill
أعتقد أن المشكلة كانت حد المعدل، اضطررت إلى ترقية الطبقة على OpenAI وغيرت النموذج إلى text-embedding-3-large. الآن، لدي الكثير من النقاط أثناء عملية الـ rake وهي علامة جيدة. سأقوم بتحديث هذا المنشور عند الانتهاء.
تعديل 1: بعد 10 ساعات من النقاط، انتهى الأمر بـ rake مع إلغاء العملية
rake aborted!
Faraday::TimeoutError: Net::ReadTimeout with #<TCPSocket:(closed)> (Faraday::TimeoutError)
/var/www/discourse/vendor/bundle/ruby/3.2.0/gems/net-protocol-0.2.2/lib/net/protocol.rb:229:in `rbuf_fill'
/var/www/discourse/vendor/bundle/ruby/3.2.0/gems/net-protocol-0.2.2/lib/net/protocol.rb:199:in `readuntil'
/var/www/discourse/vendor/bundle/ruby/3.2.0/gems/net-protocol-0.2.2/lib/net/protocol.rb:209:in `readline'
/var/www/discourse/vendor/bundle/ruby/3.2.0/gems/net-http-0.4.1/lib/net/http/response.rb:158:in `read_status_line'
/var/www/discourse/vendor/bundle/ruby/3.2.0/gems/net-http-0.4.1/lib/net/http/response.rb:147:in `read_new'
/var/www/discourse/vendor/bundle/ruby/3.2.0/gems/net-http-0.4.1/lib/net/http.rb:2342:in `block in transport_request'
/var/www/discourse/vendor/bundle/ruby/3.2.0/gems/net-http-0.4.1/lib/net/http.rb:2333:in `catch'
/var/www/discourse/vendor/bundle/ruby/3.2.0/gems/net-http-0.4.1/lib/net/http.rb:2333:in `transport_request'
/var/www/discourse/vendor/bundle/ruby/3.2.0/gems/net-http-0.4.1/lib/net/http.rb:2306:in `request'
/var/www/discourse/vendor/bundle/ruby/3.2.0/gems/rack-mini-profiler-3.3.0/lib/patches/net_patches.rb:19:in `block in request_with_mini_profiler'
/var/www/discourse/vendor/bundle/ruby/3.2.0/gems/rack-mini-profiler-3.3.0/lib/mini_profiler/profiling_methods.rb:50:in `step'
/var/www/discourse/vendor/bundle/ruby/3.2.0/gems/rack-mini-profiler-3.3.0/lib/patches/net_patches.rb:18:in `request_with_mini_profiler'
/var/www/discourse/vendor/bundle/ruby/3.2.0/gems/faraday-net_http-3.1.0/lib/faraday/adapter/net_http.rb:113:in `block in request_with_wrapped_block'
/var/www/discourse/vendor/bundle/ruby/3.2.0/gems/net-http-0.4.1/lib/net/http.rb:1570:in `start'
/var/www/discourse/vendor/bundle/ruby/3.2.0/gems/faraday-net_http-3.1.0/lib/faraday/adapter/net_http.rb:112:in `request_with_wrapped_block'
/var/www/discourse/vendor/bundle/ruby/3.2.0/gems/faraday-net_http-3.1.0/lib/faraday/adapter/net_http.rb:102:in `perform_request'
/var/www/discourse/vendor/bundle/ruby/3.2.0/gems/faraday-net_http-3.1.0/lib/faraday/adapter/net_http.rb:66:in `block in call'
/var/www/discourse/vendor/bundle/ruby/3.2.0/gems/faraday-2.9.0/lib/faraday/adapter.rb:45:in `connection'
/var/www/discourse/vendor/bundle/ruby/3.2.0/gems/faraday-net_http-3.1.0/lib/faraday/adapter/net_http.rb:65:in `call'
/var/www/discourse/vendor/bundle/ruby/3.2.0/gems/faraday-2.9.0/lib/faraday/request/url_encoded.rb:25:in `call'
/var/www/discourse/vendor/bundle/ruby/3.2.0/gems/faraday-2.9.0/lib/faraday/rack_builder.rb:152:in `build_response'
/var/www/discourse/vendor/bundle/ruby/3.2.0/gems/faraday-2.9.0/lib/faraday/connection.rb:444:in `run_request'
/var/www/discourse/vendor/bundle/ruby/3.2.0/gems/faraday-2.9.0/lib/faraday/connection.rb:280:in `post'
/var/www/discourse/vendor/bundle/ruby/3.2.0/gems/faraday-2.9.0/lib/faraday.rb:145:in `method_missing'
/var/www/discourse/plugins/discourse-ai/lib/inference/open_ai_embeddings.rb:18:in `perform!'
/var/www/discourse/plugins/discourse-ai/lib/embeddings/vector_representations/text_embedding_3_large.rb:39:in `vector_from'
/var/www/discourse/plugins/discourse-ai/lib/embeddings/vector_representations/base.rb:147:in `generate_representation_from'
/var/www/discourse/plugins/discourse-ai/lib/tasks/modules/embeddings/database.rake:30:in `block (2 levels) in <main>'
/var/www/discourse/vendor/bundle/ruby/3.2.0/gems/activerecord-7.0.8/lib/active_record/relation/batches.rb:71:in `each'
/var/www/discourse/vendor/bundle/ruby/3.2.0/gems/activerecord-7.0.8/lib/active_record/relation/batches.rb:71:in `block in find_each'
/var/www/discourse/vendor/bundle/ruby/3.2.0/gems/activerecord-7.0.8/lib/active_record/relation/batches.rb:138:in `block in find_in_batches'
/var/www/discourse/vendor/bundle/ruby/3.2.0/gems/activerecord-7.0.8/lib/active_record/relation/batches.rb:245:in `block in in_batches'
/var/www/discourse/vendor/bundle/ruby/3.2.0/gems/activerecord-7.0.8/lib/active_record/relation/batches.rb:229:in `loop'
/var/www/discourse/vendor/bundle/ruby/3.2.0/gems/activerecord-7.0.8/lib/active_record/relation/batches.rb:229:in `in_batches'
/var/www/discourse/vendor/bundle/ruby/3.2.0/gems/activerecord-7.0.8/lib/active_record/relation/batches.rb:137:in `find_in_batches'
/var/www/discourse/vendor/bundle/ruby/3.2.0/gems/activerecord-7.0.8/lib/active_record/relation/batches.rb:70:in `find_each'
/var/www/discourse/plugins/discourse-ai/lib/tasks/modules/embeddings/database.rake:28:in `block in <main>'
/usr/local/bin/bundle:25:in `load'
/usr/local/bin/bundle:25:in `<main>'
Caused by:
Net::ReadTimeout: Net::ReadTimeout with #<TCPSocket:(closed)> (Net::ReadTimeout)
/var/www/discourse/vendor/bundle/ruby/3.2.0/gems/net-protocol-0.2.2/lib/net/protocol.rb:229:in `rbuf_fill'
/var/www/discourse/vendor/bundle/ruby/3.2.0/gems/net-protocol-0.2.2/lib/net/protocol.rb:199:in `readuntil'
/var/www/discourse/vendor/bundle/ruby/3.2.0/gems/net-protocol-0.2.2/lib/net/protocol.rb:209:in `readline'
/var/www/discourse/vendor/bundle/ruby/3.2.0/gems/net-http-0.4.1/lib/net/http/response.rb:158:in `read_status_line'
/var/www/discourse/vendor/bundle/ruby/3.2.0/gems/net-http-0.4.1/lib/net/http/response.rb:147:in `read_new'
/var/www/discourse/vendor/bundle/ruby/3.2.0/gems/net-http-0.4.1/lib/net/http.rb:2342:in `block in transport_request'
/var/www/discourse/vendor/bundle/ruby/3.2.0/gems/net-http-0.4.1/lib/net/http.rb:2333:in `catch'
/var/www/discourse/vendor/bundle/ruby/3.2.0/gems/net-http-0.4.1/lib/net/http.rb:2333:in `transport_request'
/var/www/discourse/vendor/bundle/ruby/3.2.0/gems/net-http-0.4.1/lib/net/http.rb:2306:in `request'
/var/www/discourse/vendor/bundle/ruby/3.2.0/gems/rack-mini-profiler-3.3.0/lib/patches/net_patches.rb:19:in `block in request_with_mini_profiler'
/var/www/discourse/vendor/bundle/ruby/3.2.0/gems/rack-mini-profiler-3.3.0/lib/mini_profiler/profiling_methods.rb:50:in `step'
/var/www/discourse/vendor/bundle/ruby/3.2.0/gems/rack-mini-profiler-3.3.0/lib/patches/net_patches.rb:18:in `request_with_mini_profiler'
/var/www/discourse/vendor/bundle/ruby/3.2.0/gems/faraday-net_http-3.1.0/lib/faraday/adapter/net_http.rb:113:in `block in request_with_wrapped_block'
/var/www/discourse/vendor/bundle/ruby/3.2.0/gems/net-http-0.4.1/lib/net/http.rb:1570:in `start'
/var/www/discourse/vendor/bundle/ruby/3.2.0/gems/faraday-net_http-3.1.0/lib/faraday/adapter/net_http.rb:112:in `request_with_wrapped_block'
/var/www/discourse/vendor/bundle/ruby/3.2.0/gems/faraday-net_http-3.1.0/lib/faraday/adapter/net_http.rb:102:in `perform_request'
/var/www/discourse/vendor/bundle/ruby/3.2.0/gems/faraday-net_http-3.1.0/lib/faraday/adapter/net_http.rb:66:in `block in call'
/var/www/discourse/vendor/bundle/ruby/3.2.0/gems/faraday-2.9.0/lib/faraday/adapter.rb:45:in `connection'
/var/www/discourse/vendor/bundle/ruby/3.2.0/gems/faraday-net_http-3.1.0/lib/faraday/adapter/net_http.rb:65:in `call'
/var/www/discourse/vendor/bundle/ruby/3.2.0/gems/faraday-2.9.0/lib/faraday/request/url_encoded.rb:25:in `call'
/var/www/discourse/vendor/bundle/ruby/3.2.0/gems/faraday-2.9.0/lib/faraday/rack_builder.rb:152:in `build_response'
/var/www/discourse/vendor/bundle/ruby/3.2.0/gems/faraday-2.9.0/lib/faraday/connection.rb:444:in `run_request'
/var/www/discourse/vendor/bundle/ruby/3.2.0/gems/faraday-2.9.0/lib/faraday/connection.rb:280:in `post'
/var/www/discourse/vendor/bundle/ruby/3.2.0/gems/faraday-2.9.0/lib/faraday.rb:145:in `method_missing'
/var/www/discourse/plugins/discourse-ai/lib/inference/open_ai_embeddings.rb:18:in `perform!'
/var/www/discourse/plugins/discourse-ai/lib/embeddings/vector_representations/text_embedding_3_large.rb:39:in `vector_from'
/var/www/discourse/plugins/discourse-ai/lib/embeddings/vector_representations/base.rb:147:in `generate_representation_from'
/var/www/discourse/plugins/discourse-ai/lib/tasks/modules/embeddings/database.rake:30:in `block (2 levels) in <main>'
/var/www/discourse/vendor/bundle/ruby/3.2.0/gems/activerecord-7.0.8/lib/active_record/relation/batches.rb:71:in `each'
/var/www/discourse/vendor/bundle/ruby/3.2.0/gems/activerecord-7.0.8/lib/active_record/relation/batches.rb:71:in `block in find_each'
/var/www/discourse/vendor/bundle/ruby/3.2.0/gems/activerecord-7.0.8/lib/active_record/relation/batches.rb:138:in `block in find_in_batches'
/var/www/discourse/vendor/bundle/ruby/3.2.0/gems/activerecord-7.0.8/lib/active_record/relation/batches.rb:245:in `block in in_batches'
/var/www/discourse/vendor/bundle/ruby/3.2.0/gems/activerecord-7.0.8/lib/active_record/relation/batches.rb:229:in `loop'
/var/www/discourse/vendor/bundle/ruby/3.2.0/gems/activerecord-7.0.8/lib/active_record/relation/batches.rb:229:in `in_batches'
/var/www/discourse/vendor/bundle/ruby/3.2.0/gems/activerecord-7.0.8/lib/active_record/relation/batches.rb:137:in `find_in_batches'
/var/www/discourse/vendor/bundle/ruby/3.2.0/gems/activerecord-7.0.8/lib/active_record/relation/batches.rb:70:in `find_each'
/var/www/discourse/plugins/discourse-ai/lib/tasks/modules/embeddings/database.rake:28:in `block in <main>'
/usr/local/bin/bundle:25:in `load'
/usr/local/bin/bundle:25:in `<main>'
Tasks: TOP => ai:embeddings:backfill
(See full trace by running task with --trace)
لقد أعدت تشغيل rake. في هذه الحالة، هل سيقوم فقط بمعالجة المواضيع التي لم تمس أو جميع المواضيع مرة أخرى؟
تعديل 2: تم إلغاء rake مرة أخرى بنفس الخطأ. لكن أعتقد أن هذه العمليات غطت معظم المواضيع وأن Jobs::EmbeddingsBackfill في Sidekiq يبدو أنه يعمل بشكل جيد الآن. لذلك أعتقد أن هذا قد يكون كافياً للمواضيع المتبقية
سأقوم بتحديث هذا المنشور عند الانتهاء.
