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[https://cloud.google.com/enterprise-search?hl=zh_tw Google Vertex AI Search] API | 解決 [https://cloud.google.com/enterprise-search?hl=zh_tw Google Vertex AI Search] 及其 API 的問題 | ||
{{LanguageSwitcher | content = [[Troubleshooting of Google Vertex AI | {{LanguageSwitcher | content = [[Troubleshooting of Google Vertex AI Search | EN]], [[Troubleshooting of Google Vertex AI Search in Mandarin | 漢字]] }} | ||
== 問題 == | == 問題 == | ||
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選項一:增加請求 (request) 之間的延遲時間 | 選項一:增加請求 (request) 之間的延遲時間 | ||
# | # 在程式碼中實作延遲時間,以避免 429 錯誤。60 秒 ÷ 100 個請求 = 每個請求 0.6 秒,例如:在每個請求之間添加 0.6 ~ 1 秒的暫停,以符合速率限制。 | ||
# 根據配額和請求模式,動態調整延遲時間 | # 根據配額和請求模式,動態調整延遲時間 | ||
| Line 137: | Line 137: | ||
# 每次重試失敗後增加延遲時間(例如 2 秒、4 秒、8 秒等) | # 每次重試失敗後增加延遲時間(例如 2 秒、4 秒、8 秒等) | ||
# 持續重試直到請求成功或達到最大重試次數 | # 持續重試直到請求成功或達到最大重試次數 | ||
=== 疑難排解:Vertex AI Search: Engine 404 錯誤 === | |||
'''錯誤:''' | |||
使用 Vertex AI Search API 時,遇到 404 錯誤: | |||
<pre> | |||
{ | |||
"error": { | |||
"code": 404, | |||
"message": "Engine projects/<YOUR_PROJECT_ID>/locations/global/collections/default_collection/engines/<YOUR_APP_ID> not found.", | |||
"status": "NOT_FOUND" | |||
} | |||
} | |||
</pre> | |||
解決方案: | |||
1. 確認正確的 APP ID (引擎 ID): | |||
開啟瀏覽器,將網址中的 {{kbd | key=<nowiki><YOUR_APP_ID></nowiki>}} 替換為實際的 APP ID: | |||
<pre> | |||
https://console.cloud.google.com/gen-app-builder/locations/global/engines/<YOUR_APP_ID>/overview | |||
</pre> | |||
2. 更新程式碼中的 app_id: | |||
3. 驗證 API 端點:確保 curl 請求使用正確的引擎 ID: | |||
<pre> | |||
curl -X POST -H "Authorization: Bearer $(gcloud auth print-access-token)" \ | |||
-H "Content-Type: application/json" \ | |||
"https://discoveryengine.googleapis.com/v1alpha/projects/<YOUR_PROJECT_ID>/locations/global/collections/default_collection/engines/<YOUR_APP_ID>/servingConfigs/default_search:search" \ | |||
-d '{"query":"<QUERY>","pageSize":10,"queryExpansionSpec":{"condition":"AUTO"},"spellCorrectionSpec":{"mode":"AUTO"},"languageCode":"zh-TW","userInfo":{"timeZone":"Asia/Taipei"}}' | |||
</pre> | |||
=== 疑難排解:Vertex AI Search:啟用 Grounding 遇到路徑格式錯誤 === | |||
「[https://cloud.google.com/vertex-ai/generative-ai/docs/grounding/grounding-with-vertex-ai-search?hl=zh-TW 利用 Vertex AI Search 建立基準]」時遇到錯誤: | |||
'''錯誤訊息:''' | |||
<pre> | |||
路徑必須採用下列格式: | |||
projects/{project_id}/locations/{location}/collections/{collection_name}/dataStores/{datastore_name} | |||
</pre> | |||
'''解決方案:''' 如何找到正確的路徑參數: | |||
# 前往 https://console.cloud.google.com/gen-app-builder/engines | |||
# 選擇要套用的資料儲存庫 | |||
# 點擊「整合」分頁 | |||
# 查看「在 Cloud Shell 執行範例要求」下方的範例指令 | |||
範例 curl 指令: | |||
<pre> | |||
curl -X POST -H "Authorization: Bearer $(gcloud auth print-access-token)" \ | |||
-H "Content-Type: application/json" \ | |||
"https://discoveryengine.googleapis.com/v1alpha/projects/987654321000/locations/global/collections/default_collection/engines/vertex-search_123/servingConfigs/default_search:search" \ | |||
-d '{"query":"<QUERY>","pageSize":10,"queryExpansionSpec":{"condition":"AUTO"},"spellCorrectionSpec":{"mode":"AUTO"},"languageCode":"zh-TW","userInfo":{"timeZone":"Asia/Taipei"}}' | |||
</pre> | |||
從 URL 中擷取參數: | |||
{{kbd | key=<nowiki>/projects/987654321000/locations/global/collections/default_collection/engines/vertex-search_123/</nowiki>}} | |||
# {project_id}:`987654321000`(`/projects/` 之後的數字) | |||
# {location}:`global`(`/locations/` 之後的字串){{exclaim}} 注意:請勿輸入 GCP 伺服器的[https://cloud.google.com/compute/docs/regions-zones?hl=zh-tw 地理區域],將會遇到錯誤訊息「Invalid location in serving config: asia-east1」 | |||
# {collection_name}:`default_collection`(`/collections/` 之後的字串) | |||
# {datastore_name}:在資料儲存庫總覽頁面顯示為「資料儲存庫 ID」(例如:`XXX_1234567890123`){{exclaim}} 注意:datastore_name 在 engine URL 中找不到,需要到資料儲存庫總覽頁面查看「資料儲存庫 ID」。 | |||
== 相關頁面 == | == 相關頁面 == | ||