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service_config.json

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+{
+    "config": {
+        "work_mode": "hfcloud",
+        "cloud_token": "",
+        "data_formats": {
+            "currency_format": {
+                "valid_options": ["dolar", "euro", "TL"],
+                "error_message": "Geçerli bir döviz cinsi belirtmelisiniz."
+            },
+            "client_no_format": {
+                "pattern": "^[0-9]{6}$",
+                "error_message": "Müşteri numaranız 6 haneli olmalıdır."
+            }
+        },
+        "apis": {
+            "currency_api": {
+                "url": "https://api.ex.com/doviz",
+                "method": "POST",
+                "headers": [
+                    { "key": "Authorization", "value": "Bearer {auth_tokens.currency_api.token}" }
+                ],
+                "body": {
+                    "currency": "{variables.currency}"
+                },
+                "timeout": 5,
+                "retry_count": 1,
+                "tls": {
+                    "verify": true,
+                    "ca_bundle": "/app/certs/my-ca.pem"
+                },
+                "auth": {
+                    "auth_endpoint": "https://api.ex.com/auth",
+                    "auth_body": { "username": "user", "password": "pass" },
+                    "auth_token_path": "token",
+                    "auth_refresh_endpoint": "https://api.ex.com/refresh",
+                    "refresh_body": { "refresh_token": "{auth_tokens.currency_api.token}" }
+                },
+                "response_parser": {
+                    "field": "rate",
+                    "format": "{variables.currency} kuru: {rate} TL"
+                },
+                "reply_template": "{variables.currency} kuru şu an {rate} TL."
+            }
+        }
+    },
+    "projects": {
+        "project1": {
+            "llm": {
+                "model_base": "TURKCELL/Turkcell-LLM-7b-v1",
+                "use_fine_tune": false,
+                "fine_tune_repo": "UcsTurkey/trained-zips",
+                "fine_tune_zip": "trained_model_000_009.zip",
+                "use_sampling": false,
+                "intent_confidence_treshold": 0.5,
+                "llm_confidence_treshold": 0.2,
+                "train_confidence_treshold": 0.7,
+                "fallback_answers": [
+                    "Bu konuda maalesef bilgim yok.",
+                    "Ne demek istediğinizi tam anlayamadım.",
+                    "Bu soruya şu an yanıt veremiyorum."
+                ],
+                "intent_model_path": "intent_model",
+                "intent_model_id": "dbmdz/bert-base-turkish-cased"
+            },
+            "intents": [
+                {
+                    "name": "doviz-kuru-intent",
+                    "examples": ["dolar kuru nedir?"],
+                    "variables": ["currency:{dolar} kuru nedir?"],
+                    "variable_formats": {
+                        "currency": "currency_format"
+                    },
+                    "action": "currency_api"
+                }
+            ]
+        }
+    }
+}

session.py

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+import uuid
+
+class Session:
+    def __init__(self, project_name):
+        self.session_id = str(uuid.uuid4())
+        self.project_name = project_name
+        self.variables = {}
+        self.auth_tokens = {}
+        self.last_intent = None
+        self.awaiting_variable = None
+
+class SessionStore:
+    def __init__(self):
+        self.sessions = {}
+
+    def create_session(self, project_name):
+        session = Session(project_name)
+        self.sessions[session.session_id] = session
+        return session
+
+    def get_session(self, session_id):
+        return self.sessions.get(session_id)
+
+    def remove_session(self, session_id):
+        if session_id in self.sessions:
+            del self.sessions[session_id]