Merged backend changes made by salvi to crop controller.js

Backend/Utils/model.js

@@ -272,6 +272,88 @@
 //   console.log(result.response.text());
 // }
 
+// const {
+//   GoogleGenerativeAI,
+//   HarmCategory,
+//   HarmBlockThreshold,
+// } = require("@google/generative-ai");
+
+// const apiKey = "AIzaSyDsXug23r4umgcJpj77KeqNyYW0hQnYDgg";
+// const genAI = new GoogleGenerativeAI(apiKey);
+
+// const model = genAI.getGenerativeModel({
+//   model: "gemini-2.0-flash",
+// });
+
+// const generationConfig = {
+//   temperature: 1,
+//   topP: 0.95,
+//   topK: 40,
+//   maxOutputTokens: 8192,
+//   responseMimeType: "text/plain",
+// };
+
+// async function run(message) {
+//   const chatSession = model.startChat({
+//     generationConfig,
+//     history: [
+//       {
+//         role: "user",
+//         parts: [
+//           {
+//             text: "AI Guidelines:\n- The AI must only provide answers related to farming, including crops, sowing, irrigation, harvesting, fertilizers, pesticides, soil health, and climate conditions.  \n- The AI must not answer anything outside farming.  \n- If asked an unrelated question, the AI must not respond.  \n- If the query is unclear, the AI must default to farming-related guidance.  \n- The AI must provide only one-line responses without extra details.  \n- No harmful, hurtful, or controversial responses.  \n- No advice on illegal, unsafe, or unethical farming practices.\n",
+//           },
+//         ],
+//       },
+//       {
+//         role: "model",
+//         parts: [
+//           {
+//             text: "Understood. I will only provide one-line responses directly related to farming.\n",
+//           },
+//         ],
+//       },
+//       {
+//         role: "user",
+//         parts: [
+//           {
+//             text: "you can also receive json or javascript object as an input ",
+//           },
+//         ],
+//       },
+//       {
+//         role: "model",
+//         parts: [
+//           {
+//             text: "Understood. I will process the JSON or JavaScript object only if it pertains to farming and respond with a single line.\n",
+//           },
+//         ],
+//       },
+//       {
+//         role: "user",
+//         parts: [
+//           {
+//             text: "Answer everything which falls under the farming and agriculture even if the prompt does not include any farm or agriculture word in it",
+//           },
+//         ],
+//       },
+//       {
+//         role: "model",
+//         parts: [
+//           {
+//             text: "Understood. I will assume all queries are related to farming and provide a one-line farming-related response.\n",
+//           },
+//         ],
+//       },
+//     ],
+//   });
+
+//   const result = await chatSession.sendMessage(message);
+//   console.log(result.response.text());
+
+//   return result.response.text();
+// }
+
 const {
   GoogleGenerativeAI,
   HarmCategory,
@@ -345,11 +427,28 @@ async function run(message) {
           },
         ],
       },
+      {
+        role: "user",
+        parts: [
+          {
+            text: "Give me a percise answer no matter what, dont give useless or incomplete answer \n",
+          },
+        ],
+      },
+      {
+        role: "model",
+        parts: [
+          {
+            text: "Understood. I will strive to provide precise and complete one-line farming-related answers.\n",
+          },
+        ],
+      },
     ],
   });
 
   const result = await chatSession.sendMessage(message);
   console.log(result.response.text());
+  return result.response.text();
 }
 
 module.exports = { run };