(20241218) E-Mails now get a vendor/client tag when AI thinks the message is from one of those entities.

controllers/api/mail.py

@@ -125,9 +125,22 @@ class MailController:
         {
             "role": "system",
             "content": (
-                "You're a mail summary expert that summarizes mails in 150 chars or less. "
+                "You're an expert mail summary program. "
+                "Provide the response in a structured JSON format with two fields: \"summary\" and \"senderType\". "
+                "The summary should be 150 chars or less. "
                 "If available, show login info like username and OTPs in your summary."
                 "If no login info is provided, please don't worry; just summarize what you see."
+                "\"senderType\" must be one of [\"Vendor\", \"Client\", null].\n"
+                "Example output 1: "
+                "{\"summary\":\"Sagar Supplies has shipped your materials. They are expected to reach by Thursday. "
+                "Use OTP 346780 when the delivery agent asks.\",\"senderType\":\"Vendor\"}\n"
+                "Example output 2: "
+                "{\"summary\":\"Mr. Mehta is enquiring about the submission of his tax filings, which are to be done "
+                "today.\",\"senderType\":\"Client\"}\n"
+                "Example output 3: "
+                "{\"summary\":\"JustDial's marketing message. They're offering a 35% discount to new accounts.\","
+                "\"senderType\":null}\n"
+                "Remember to respond only with the JSON string, nothing else. Good luck :)"
             )
         }
     ]
@@ -381,7 +394,7 @@ class MailController:
             message = client_response.data,
             snippet = client_response.data["subject"],
             aiSnippet = None,
-            tags = ["email", "gmail"]
+            tags = ["Email", "Gmail"]
         )
 
         # Give a quick indicator of whether this mail is an inbox mail or sent mail:
@@ -391,13 +404,19 @@ class MailController:
         else: mail_message.isSent = True
 
         # Invoke the LLM:
-        ai_snippet = await self.summarize_mail_with_ai(
+        try:
-            mongo_conn = mongo_conn,
+            ai_snippet = await self.summarize_mail_with_ai(
-            user_info = user_info,
+                mongo_conn = mongo_conn,
-            llm = llm,
+                user_info = user_info,
-            message = mail_message
+                llm = llm,
-        )
+                message = mail_message
-        mail_message.aiSnippet = ai_snippet.summary
+            )
+            ai_json = ai_snippet.json
+            mail_message.aiSnippet = ai_snippet.summary
+            mail_message.aiSnippet["output"] = ai_json["summary"]
+            if ai_json["senderType"] is not None: mail_message.tags.append(ai_json["senderType"])
+        except Exception as exception:
+            current_app.printer(exception)
 
         # Done here:
         sync_result.success = True
@@ -540,7 +559,7 @@ class MailController:
         # ┻ ┗ ┗┗┛┗   ┻ ┗┛┛┗┗ ┛┗┛
 
         # We first load the authorization tokens:
-        auth_token = await self.get_token(
+        auth_token = await self.get_token_from_key(
             mongo_conn = mongo_conn,
             token_key = token_key,
         )

models/core/ai/llm.py

@@ -40,6 +40,7 @@ from pydantic import BaseModel, Field, field_validator, PastDatetime, AwareDatet
 from typing import Optional, Literal, Union, List, Any
 
 # My utils:
+from utils_v2.string import json
 from utils_v2.string import regex
 from utils_v2.date_time import date_time
 
@@ -233,6 +234,11 @@ class LLMOutput(BaseModel):
             "invocationId": self.invocationId
         }
 
+    @property
+    def json(self) -> dict | list | None:
+        try: return json.from_string(self.output)
+        except: return None
+
 
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