Rewrote gemini.py to utilize context and system prompt (#801)

* Fix Google Vision path to api key

* Rewrote gemini.py to utilize context and system prompt

Rewrote gemini.py to utilize context and system prompt. Needs further testing as you can't switch to other translators (like chatgpt) from gemini
unless you restart the program.

* Update translatorsetting.json

* Update gemini.py

LunaTranslator/LunaTranslator/translator/gemini.py

@@ -1,5 +1,5 @@
 from translator.basetranslator import basetrans
-import re
+
 
 
 class TS(basetrans):
@@ -21,47 +21,82 @@ class TS(basetrans):
             "ar": "Arabic",
             "th": "Thai",
         }
+    def __init__(self, typename):
+        self.context = []
+        super().__init__(typename)
 
-    def translate(self, content):
-        if self.config["使用自定义promt"]:
-            prompt = self.config["自定义promt"]
-        else:
-            prompt = "You are a translator. Please help me translate the following {} text into {}, and you should only tell me the translation.".format(
-                self.srclang, self.tgtlang
-            )
-        res = self.session.post(
-            "https://generativelanguage.googleapis.com/v1beta/models/gemini-pro:generateContent",
-            params={"key": self.config["api-key"]},
-            json={
-                "contents": [
-                    {"role": "user", "parts": [{"text": prompt + "\n" + content}]}
-                ],
-                "generation_config": {"candidate_count": 1, "temperature": 0.4},
-                "safety_settings": [
-                    {"category": "HARM_CATEGORY_HARASSMENT", "threshold": "BLOCK_NONE"},
-                    {
-                        "category": "HARM_CATEGORY_SEXUALLY_EXPLICIT",
-                        "threshold": "BLOCK_NONE",
-                    },
-                    {
-                        "category": "HARM_CATEGORY_HATE_SPEECH",
-                        "threshold": "BLOCK_NONE",
-                    },
-                    {
-                        "category": "HARM_CATEGORY_DANGEROUS_CONTENT",
-                        "threshold": "BLOCK_NONE",
-                    },
-                ],
+    def inittranslator(self):
+        self.api_key = None
+
+    def translate(self, query):
+        self.checkempty(["SECRET_KEY", "model"])
+        self.contextnum = int(self.config["context"])
+        try:
+            gen_config = {"generationConfig": {"stopSequences": [" \n"], "temperature": float(self.config["Temperature"])}}
+        except:
+            gen_config = {"generationConfig": {"temperature": float(0.3)}}
+        try:
+            model= self.config["model"]
+        except:
+            model= "gemini-1.5-flash"
+
+        safety={"safety_settings": [
+            {"category": "HARM_CATEGORY_HARASSMENT",
+             "threshold": "BLOCK_NONE",
+             },
+            {
+                "category": "HARM_CATEGORY_SEXUALLY_EXPLICIT",
+                "threshold": "BLOCK_NONE",
             },
-            verify=False,
+            {
+                "category": "HARM_CATEGORY_HATE_SPEECH",
+                "threshold": "BLOCK_NONE",
+            },
+            {
+                "category": "HARM_CATEGORY_DANGEROUS_CONTENT",
+                "threshold": "BLOCK_NONE",
+            }
+            ]
+        }
+
+        if self.config["use_custom_prompt"]:
+            sys_message = {"systemInstruction": {"parts": {"text":self.config["custom_prompt"]}}}
+        else:
+            sys_message= {"systemInstruction":
+                {
+                    "parts": {
+                    "text":"You are a translator. Please help me translate the following {} text into {}, and you should only tell me the translation.".format(
+                        self.srclang, self.tgtlang
+                    ),
+                },
+                },
+            }
+        message=[]
+        for _i in range(min(len(self.context) // 2, self.contextnum)):
+            i = (
+                    len(self.context) // 2
+                    - min(len(self.context) // 2, self.contextnum)
+                    + _i
+            )
+            message.append(self.context[i * 2])
+            message.append(self.context[i * 2 + 1])
+
+        message.append({"role": "user", "parts":[{"text":query}]})
+        contents=dict(contents=message)
+
+
+        payload= {**contents, **safety, **sys_message, **gen_config }
+        res = self.session.post(
+            f"https://generativelanguage.googleapis.com/v1beta/models/{model}:generateContent",
+            params={"key": self.config["SECRET_KEY"]},
+            json=payload
         )
         try:
-            res = res.json()
-        except:
-            raise Exception(res.text)
-        try:
-            line = res["candidates"][0]["content"]["parts"][0]["text"]
-            return line
+            line = res.json()["candidates"][0]["content"]["parts"][0]["text"]
+            yield line
         except:
             print(res)
             raise Exception("Error")
+        self.context.append({"role": "user", "parts": [{"text": query}]})
+        self.context.append({"role": "model", "parts": [{"text": line}]})
+

LunaTranslator/files/defaultconfig/translatorsetting.json

@@ -470,17 +470,44 @@
 	"gemini": {
 		"args": {
 			"注册网址": "https://ai.google.dev/tutorials/python_quickstart",
-			"api-key": "",
-			"使用自定义promt": false,
-			"自定义promt": ""
+			"注册网址2": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models",
+			"SECRET_KEY": "",
+			"Temperature": 0.3,
+			"model": "gemini-1.5-flash",
+			"context": 0,
+			"use_custom_prompt": false,
+			"custom_prompt": "",
+
 		},
 		"argstype": {
+			"custom_prompt": {
+				"name": "自定义promt"
+			},
+			"use_custom_prompt": {
+				"type": "switch",
+				"name": "使用自定义promt"
+			},
+			"context": {
+				"type": "intspin",
+				"min": 0,
+				"max": 10,
+				"step": 1,
+				"name": "附带上下文个数"
+			},
 			"注册网址": {
 				"type": "label",
 				"islink": true
 			},
-			"使用自定义promt": {
-				"type": "switch"
+			"注册网址2": {
+				"type": "label",
+				"islink": true
+			},
+			"Temperature": {
+				"type": "spin",
+				"min": 0,
+				"max": 1,
+				"step": 0.1,
+
 			}
 		}
 	},