{"id":17349,"date":"2025-01-05T15:40:39","date_gmt":"2025-01-05T07:40:39","guid":{"rendered":"https:\/\/www.aisharenet.com\/?p=17349"},"modified":"2025-01-05T15:41:00","modified_gmt":"2025-01-05T07:41:00","slug":"geminimoxingapishiba","status":"publish","type":"post","link":"https:\/\/www.kdjingpai.com\/en\/geminimoxingapishiba\/","title":{"rendered":"Gemini\u6a21\u578bAPI\u662f\u5426\u517c\u5bb9OpenAI\u683c\u5f0f\uff1f"},"content":{"rendered":"

\u4f7f\u7528 Gemini<\/a> \u7cfb\u5217\u6a21\u578b\u53ef\u4ee5\u901a\u8fc7\u8fd0\u884c cURL \u547d\u4ee4\u5feb\u901f\u6d4b\u8bd5 API\uff1a<\/p>\n

curl \"https:\/\/generativelanguage.googleapis.com\/v1beta\/models\/gemini-1.5-flash:generateContent?key=GEMINI_API_KEY\" \\\r\n-H 'Content-Type: application\/json' \\\r\n-X POST \\\r\n-d '{\r\n\"contents\": [{\r\n\"parts\":[{\"text\": \"Explain how AI works\"}]\r\n}]\r\n}'<\/pre>\n
 <\/p>\n
Gemini API<\/a> \u4e0e OpenAI \u683c\u5f0f\u4e0d\u540c\uff0c\u4f46 Gemini \u63a8\u51fa\u4e86 OpenAI \u517c\u5bb9\u683c\u5f0f<\/strong>\u3002<\/p>\n
\u60a8\u53ef\u4ee5\u4f7f\u7528 OpenAI \u5e93\uff08Python \u548c TypeScript\/JavaScript\uff09\u4ee5\u53ca REST API \u8bbf\u95ee Gemini \u6a21\u578b\uff0c\u53ea\u9700\u66f4\u65b0\u4e09\u884c\u4ee3\u7801\u5e76\u4f7f\u7528\u00a0Gemini API \u5bc6\u94a5\u5373\u53ef\u3002<\/p>\n
Python<\/strong><\/p>\n
from openai import OpenAI\r\nclient = OpenAI(\r\napi_key=\"GEMINI_API_KEY\",\r\nbase_url=\"https:\/\/generativelanguage.googleapis.com\/v1beta\/openai\/\"\r\n)\r\nresponse = client.chat.completions.create(\r\nmodel=\"gemini-1.5-flash\",\r\nn=1,\r\nmessages=[\r\n{\"role\": \"system\", \"content\": \"You are a helpful assistant.\"},\r\n{\r\n\"role\": \"user\",\r\n\"content\": \"Explain to me how AI works\"\r\n}\r\n]\r\n)\r\nprint(response.choices[0].message)<\/code><\/pre>\n
 <\/p>\n
Gemini API \u652f\u6301\u6d41\u5f0f\u54cd\u5e94<\/strong><\/p>\n
from openai import OpenAI\r\nclient = OpenAI(\r\napi_key=\"GEMINI_API_KEY\",\r\nbase_url=\"https:\/\/generativelanguage.googleapis.com\/v1beta\/openai\/\"\r\n)\r\nresponse = client.chat.completions.create(\r\nmodel=\"gemini-1.5-flash\",\r\nmessages=[\r\n{\"role\": \"system\", \"content\": \"You are a helpful assistant.\"},\r\n{\"role\": \"user\", \"content\": \"Hello!\"}\r\n],\r\nstream=True\r\n)\r\nfor chunk in response:\r\nprint(chunk.choices[0].delta)<\/code><\/pre>\n
 <\/p>\n
\u8c03\u7528\u51fd\u6570<\/strong><\/p>\n
\u501f\u52a9\u51fd\u6570\u8c03\u7528\uff0c\u60a8\u53ef\u4ee5\u66f4\u8f7b\u677e\u5730\u4ece\u751f\u6210\u5f0f\u6a21\u578b\u83b7\u53d6\u7ed3\u6784\u5316\u6570\u636e\u8f93\u51fa\uff0c\u5e76\u4e14Gemini API \u652f\u6301\u51fd\u6570\u8c03\u7528<\/a>\u3002<\/p>\n
from openai import OpenAI\r\nclient = OpenAI(\r\napi_key=\"GEMINI_API_KEY\",\r\nbase_url=\"https:\/\/generativelanguage.googleapis.com\/v1beta\/openai\/\"\r\n)\r\ntools = [\r\n{\r\n\"type\": \"function\",\r\n\"function\": {\r\n\"name\": \"get_weather\",\r\n\"description\": \"Get the weather in a given location\",\r\n\"parameters\": {\r\n\"type\": \"object\",\r\n\"properties\": {\r\n\"location\": {\r\n\"type\": \"string\",\r\n\"description\": \"The city and state, e.g. Chicago, IL\",\r\n},\r\n\"unit\": {\"type\": \"string\", \"enum\": [\"celsius\", \"fahrenheit\"]},\r\n},\r\n\"required\": [\"location\"],\r\n},\r\n}\r\n}\r\n]\r\nmessages = [{\"role\": \"user\", \"content\": \"What's the weather like in Chicago today?\"}]\r\nresponse = client.chat.completions.create(\r\nmodel=\"gemini-1.5-flash\",\r\nmessages=messages,\r\ntools=tools,\r\ntool_choice=\"auto\"\r\n)\r\nprint(response)<\/code><\/pre>\n
 <\/p>\n
\u56fe\u7247\u7406\u89e3<\/strong><\/p>\n
Gemini \u6a21\u578b\u662f\u539f\u751f\u591a\u6a21\u6001\u6a21\u578b\uff0c\u5728\u8bb8\u591a\u5e38\u89c1\u7684\u89c6\u89c9\u4efb\u52a1<\/a>\u4e2d\u90fd\u80fd\u63d0\u4f9b\u51fa\u8272\u7684\u6027\u80fd\u3002<\/p>\n
import base64\r\nfrom openai import OpenAI\r\nclient = OpenAI(\r\napi_key=\"GEMINI_API_KEY\",\r\nbase_url=\"https:\/\/generativelanguage.googleapis.com\/v1beta\/openai\/\"\r\n)\r\n# Function to encode the image\r\ndef encode_image(image_path):\r\nwith open(image_path, \"rb\") as image_file:\r\nreturn base64.b64encode(image_file.read()).decode('utf-8')\r\n# Getting the base64 string\r\nbase64_image = encode_image(\"Path\/to\/agi\/image.jpeg\")\r\nresponse = client.chat.completions.create(\r\nmodel=\"gemini-1.5-flash\",\r\nmessages=[\r\n{\r\n\"role\": \"user\",\r\n\"content\": [\r\n{\r\n\"type\": \"text\",\r\n\"text\": \"What is in this image?\",\r\n},\r\n{\r\n\"type\": \"image_url\",\r\n\"image_url\": {\r\n\"url\":  f\"data:image\/jpeg;base64,{base64_image}\"\r\n},\r\n},\r\n],\r\n}\r\n],\r\n)\r\nprint(response.choices[0])<\/code><\/pre>\n
 <\/p>\n
\u7ed3\u6784\u5316\u8f93\u51fa<\/strong><\/p>\n
Gemini \u6a21\u578b\u53ef\u4ee5\u4ee5\u60a8\u5b9a\u4e49\u7684\u4efb\u4f55\u7ed3\u6784<\/a>\u8f93\u51fa JSON \u5bf9\u8c61\u3002<\/p>\n
from pydantic import BaseModel\r\nfrom openai import OpenAI\r\nclient = OpenAI(\r\napi_key=\"GEMINI_API_KEY\",\r\nbase_url=\"https:\/\/generativelanguage.googleapis.com\/v1beta\/openai\/\"\r\n)\r\nclass CalendarEvent(BaseModel):\r\nname: str\r\ndate: str\r\nparticipants: list[str]\r\ncompletion = client.beta.chat.completions.parse(\r\nmodel=\"gemini-1.5-flash\",\r\nmessages=[\r\n{\"role\": \"system\", \"content\": \"Extract the event information.\"},\r\n{\"role\": \"user\", \"content\": \"John and Susan are going to an AI conference on Friday.\"},\r\n],\r\nresponse_format=CalendarEvent,\r\n)\r\nprint(completion.choices[0].message.parsed)<\/code><\/pre>\n
 <\/p>\n
Embeddings<\/strong><\/p>\n
\u6587\u672c\u5d4c\u5165\u53ef\u8861\u91cf\u6587\u672c\u5b57\u7b26\u4e32\u7684\u76f8\u5173\u6027\uff0c\u5e76\u4e14\u53ef\u4ee5\u4f7f\u7528\u00a0Gemini API<\/a>\u00a0\u751f\u6210\u3002<\/p>\n
from openai import OpenAI\r\nclient = OpenAI(\r\napi_key=\"GEMINI_API_KEY\",\r\nbase_url=\"https:\/\/generativelanguage.googleapis.com\/v1beta\/openai\/\"\r\n)\r\nresponse = client.embeddings.create(\r\ninput=\"Your text string goes here\",\r\nmodel=\"text-embedding-004\"\r\n)\r\nprint(response.data[0].embedding)<\/code><\/pre>\n","protected":false},"excerpt":{"rendered":"
\u4f7f\u7528 Gemini \u7cfb\u5217\u6a21\u578b\u53ef\u4ee5\u901a\u8fc7\u8fd0\u884c cURL \u547d\u4ee4\u5feb\u901f\u6d4b\u8bd5 API\uff1a curl “https:\/\/generativelanguage.googleapis.com\/v1beta\/models\/gemini-1.5-flash:gen…<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[364],"tags":[],"class_list":["post-17349","post","type-post","status-publish","format-standard","hentry","category-aidayi"],"_links":{"self":[{"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/posts\/17349","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/comments?post=17349"}],"version-history":[{"count":0,"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/posts\/17349\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/media?parent=17349"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/categories?post=17349"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/tags?post=17349"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}