Update

rasa/actions/actions.py

@@ -1,25 +1,154 @@
-# actions.py
+import requests
-
+import json
 from rasa_sdk import Action
 from rasa_sdk.events import SlotSet
-import smtplib
-import requests
 
-class ActionSendEmail(Action):
+# Action to ask to the Llama model
+class ActionAskLlama(Action):
     def name(self):
-        return "action_send_email"
+        return "action_ask_llama"
 
     def run(self, dispatcher, tracker, domain):
-        # Simulation in write log in file
+        user_input = tracker.latest_message.get('text')
-        with open('../log.txt', 'w') as f:
-            f.write("Email sent\n")
 
-class ActionGetWeather(Action):
+        # Call API (Streaming)
+        url = "http://localhost:11434/api/generate"
+        payload = {
+            "model": "llama3.1",
+            "prompt": user_input
+        }
+
+        try:
+            response = requests.post(url, json=payload, stream=True)
+
+            if response.status_code == 200:
+                llm_response = ""
+                # Read the response line by line
+                for line in response.iter_lines():
+                    if line:
+                        json_line = line.decode('utf-8')
+                        json_data = json.loads(json_line)
+                    
+                        # Done flag for defining the end of the response
+                        if json_data.get("done"):
+                            break
+                        llm_response += json_data.get("response", "")
+                dispatcher.utter_message(text=llm_response.strip())
+            else:
+                dispatcher.utter_message(text=f"Erreur lors de l'appel à Ollama: {response.status_code} - {response.text}")
+        except Exception as e:
+            dispatcher.utter_message(text=f"Une exception est survenue : {str(e)}")
+
+        return []
+
+# Action to ask to tje randomuser API
+class ActionRandomuser(Action):
     def name(self):
-        return "action_get_weather"
+        return "action_randomuser"
 
     def run(self, dispatcher, tracker, domain):
-        # Simulation in write log in file
+        url = "https://randomuser.me/api/"
-        with open('../log.txt', 'w') as f:
-            f.write("Wwaether API called\n")
 
+        try:
+            response = requests.get(url) 
+
+            if response.status_code == 200:
+                user_data = response.json() 
+                result = user_data["results"][0]
+
+                # Extract data
+                first_name = result["name"]["first"]
+                last_name = result["name"]["last"]
+                age = result["dob"]["age"]
+                street = result["location"]["street"]["name"]
+                city = result["location"]["city"]
+                state = result["location"]["state"]
+                country = result["location"]["country"]
+
+                # Send message
+                message = (
+                    f"Nom: {last_name}, Prénom: {first_name}, Age: {age}, "
+                    f"Lieu d'habitation: {street}, {city}, {state}, {country}"
+                )
+                dispatcher.utter_message(text=message)
+            else:
+                dispatcher.utter_message(text=f"Erreur lors de l'appel à l'API: {response.status_code} - {response.text}")
+        except Exception as e:
+            dispatcher.utter_message(text=f"Une exception est survenue : {str(e)}")
+
+# Action to get city and state from a zipcode (Swiss)
+class ActionGetZipcode(Action):
+
+    def name(self) -> str:
+        return "action_swiss_zipcode"
+
+    def run(self, dispatcher, tracker, domain):
+        zipcode = next(tracker.get_latest_entity_values("zipcode"), None)
+        with open('../logs.txt', 'a') as f:
+            f.write(zipcode + '\n') 
+
+
+        if zipcode:
+            url = f"https://api.zippopotam.us/ch/{zipcode}"
+            response = requests.get(url)
+
+            if response.status_code == 200:
+                data = response.json()
+                places = data.get("places", [])
+                if places:
+                    place_info = places[0]
+                    city = place_info.get("place name")
+                    state = place_info.get("state")
+                    message = f"Le code postal {zipcode} correspond à {city}, {state}."
+                else:
+                    message = f"Aucune information trouvée pour le code postal {zipcode}."
+            else:
+                message = f"Erreur lors de l'appel à l'API : {response.status_code}."
+        else:
+            message = "Je n'ai pas pu extraire le code postal."
+
+        dispatcher.utter_message(text=message)
+        return []
+
+# Action to get the signification of a firstname and 3 famous people known from llama model
+class ActionFirstnameSignificationLlama(Action):
+    def name(self):
+        return "action_firstname_signification_by_llama"
+
+    def run(self, dispatcher, tracker, domain):
+        firstname = next(tracker.get_latest_entity_values("firstname"), None)
+
+        with open('../logs.txt', 'a') as f:
+            f.write(firstname + '\n') 
+
+        user_input  = "Quelle est la signification du prénom " + firstname + " ? Donne une courte signification. Puis liste 3 personnalités connues portant ce prénom."
+
+        # Call API (Streaming)
+        url = "http://localhost:11434/api/generate"
+        payload = {
+            "model": "llama3.1",
+            "prompt": user_input
+        }
+
+        try:
+            response = requests.post(url, json=payload, stream=True)
+
+            if response.status_code == 200:
+                llm_response = ""
+                # Read the response line by line
+                for line in response.iter_lines():
+                    if line:
+                        json_line = line.decode('utf-8')
+                        json_data = json.loads(json_line)
+                    
+                        # Done flag for defining the end of the response
+                        if json_data.get("done"):
+                            break
+                        llm_response += json_data.get("response", "")
+                dispatcher.utter_message(text=llm_response.strip())
+            else:
+                dispatcher.utter_message(text=f"Erreur lors de l'appel à Ollama: {response.status_code} - {response.text}")
+        except Exception as e:
+            dispatcher.utter_message(text=f"Une exception est survenue : {str(e)}")
+
+        return []

rasa/data/nlu.yml

@@ -1,110 +1,40 @@
 version: "3.1"
 
 nlu:
-- intent: greet
+- intent: intent_randomuser
   examples: |
-    - hey
+    - Génère moi un profil utilisateur
-    - hello
+    - Crée un profil d'utilisateur
-    - hi
+    - Peux-tu me donner un profil utilisateur aléatoire ?
-    - hello there
+    - J'ai besoin d'un profil utilisateur
-    - good morning
+    - Donne-moi un exemple de profil utilisateur
-    - good evening
+    - Fais-moi un profil utilisateur
-    - moin
+    - Génère un profil utilisateur au hasard
-    - hey there
+    - Crée un utilisateur aléatoire pour moi
-    - let's go
+    - Est-ce que tu peux créer un profil utilisateur ?
-    - hey dude
-    - goodmorning
-    - goodevening
-    - good afternoon
 
-- intent: goodbye
+- intent: intent_ask_llama
   examples: |
-    - cu
+    - Qu'est-ce que tu sais sur les modèles de langage ?
-    - good by
+    - Comment fonctionne un ordinateur ?
-    - cee you later
+    - Quelle est la capitale de la France ?
-    - good night
-    - bye
-    - goodbye
-    - have a nice day
-    - see you around
-    - bye bye
-    - see you later
 
-- intent: affirm
+- intent: intent_firstname_signification_by_llama
   examples: |
-    - yes
+    - Que signifie mon prénom [Guillaume](firstname) ?
-    - y
+    - Peux-tu me dire ce que signifie le prénom [Juliette](firstname) ?
-    - indeed
+    - Quelle est la signification de [Emma](firstname) ?
-    - of course
+    - Explique-moi la signification du prénom [Lucas](firstname).
-    - that sounds good
+    - Que veut dire le prénom [Sophie](firstname) ?
-    - correct
+    - Quelle est l'origine du prénom [Maxime](firstname) ?
+    - Dis-moi la signification de [Chloé](firstname).
+    - Que représente le prénom [Thomas](firstname) ?
+    - Je voudrais savoir ce que signifie le prénom [Camille](firstname).
+    - Que signifie le prénom [Alice](firstname) ?
 
-- intent: deny
+- intent: intent_swiss_zipcode
   examples: |
-    - no
+    - Quel est le code postal en Suisse de ce numéro [1977](zipcode)
-    - n
+    - Donne-moi le code postal de [1977](zipcode)
-    - never
+    - Quel est le code postal pour [1977](zipcode) ?
-    - I don't think so
-    - don't like that
-    - no way
-    - not really
 
-- intent: mood_great
-  examples: |
-    - perfect
-    - great
-    - amazing
-    - feeling like a king
-    - wonderful
-    - I am feeling very good
-    - I am great
-    - I am amazing
-    - I am going to save the world
-    - super stoked
-    - extremely good
-    - so so perfect
-    - so good
-    - so perfect
-
-- intent: mood_unhappy
-  examples: |
-    - my day was horrible
-    - I am sad
-    - I don't feel very well
-    - I am disappointed
-    - super sad
-    - I'm so sad
-    - sad
-    - very sad
-    - unhappy
-    - not good
-    - not very good
-    - extremly sad
-    - so saad
-    - so sad
-
-- intent: bot_challenge
-  examples: |
-    - are you a bot?
-    - are you a human?
-    - am I talking to a bot?
-    - am I talking to a human?
-
-
-- intent: send_email
-  examples: |
-    - Envoie-moi un email
-    - Je veux envoyer un mail
-    - Peux-tu envoyer un email ?
-    - Envoie un mail à mon ami
-    - Pourrais-tu m'envoyer un email ?
-    - Fais un mail
-
-- intent: get_weather
-  examples: |
-    - Quelle est la météo ?
-    - Récupère la météo
-    - Donne-moi la météo
-    - Quel temps fait-il ?
-    - Quelle est la météo pour aujourd'hui ?
-    - Quel temps fait-il à Paris ?

rasa/data/rules.yml

@@ -1,13 +1,21 @@
 version: "3.1"
-
 rules:
+  - rule: rule__randomuser
+    steps:
+      - intent: intent_randomuser
+      - action: action_randomuser
 
-- rule: Say goodbye anytime the user says goodbye
+  - rule: rule_swiss_zipcode
-  steps:
+    steps:
-  - intent: goodbye
+      - intent: intent_swiss_zipcode
-  - action: utter_goodbye
+      - action: action_swiss_zipcode
 
-- rule: Say 'I am a bot' anytime the user challenges
+  - rule: rule_firstname_signification_by_llama
-  steps:
+    steps:
-  - intent: bot_challenge
+      - intent: intent_firstname_signification_by_llama
-  - action: utter_iamabot
+      - action: action_firstname_signification_by_llama
+
+  - rule: General question redirect to LLM
+    steps:
+      - intent: intent_ask_llama
+      - action: action_ask_llama

rasa/data/stories.yml

@@ -1,43 +1,21 @@
 version: "3.1"
-
 stories:
+  - story: request_randomuser
+    steps:
+      - intent: intent_randomuser
+      - action: action_randomuser
 
-- story: happy path
+  - story: request_ask_llama
-  steps:
+    steps:
-  - intent: greet
+      - intent: intent_ask_llama
-  - action: utter_greet
+      - action: action_ask_llama
-  - intent: mood_great
-  - action: utter_happy
-
-- story: sad path 1
-  steps:
-  - intent: greet
-  - action: utter_greet
-  - intent: mood_unhappy
-  - action: utter_cheer_up
-  - action: utter_did_that_help
-  - intent: affirm
-  - action: utter_happy
-
-- story: sad path 2
-  steps:
-  - intent: greet
-  - action: utter_greet
-  - intent: mood_unhappy
-  - action: utter_cheer_up
-  - action: utter_did_that_help
-  - intent: deny
-  - action: utter_goodbye
-
-
-- story: Envoie un email
-  steps:
-    - intent: send_email
-    - action: action_send_email
-
-- story: Récupère la météo
-  steps:
-    - intent: get_weather
-    - action: action_get_weather
 
+  - story: request_firstname_signification_by_llama
+    steps:
+      - intent: intent_firstname_signification_by_llama
+      - action: action_firstname_signification_by_llama
 
+  - story: request_swiss_zipcode
+    steps:
+    - intent: intent_swiss_zipcode
+    - action: action_swiss_zipcode

rasa/domain.yml

@@ -1,41 +1,13 @@
 version: "3.1"
 
 intents:
-  - greet
+  - intent_randomuser
-  - goodbye
+  - intent_ask_llama
-  - affirm
+  - intent_swiss_zipcode
-  - deny
+  - intent_firstname_signification_by_llama
-  - mood_great
-  - mood_unhappy
-  - bot_challenge
-  - send_email
-  - get_weather
 
 actions:
-  - action_send_email
+  - action_randomuser
-  - action_get_weather
+  - action_ask_llama
-
+  - action_swiss_zipcode
-responses:
+  - action_firstname_signification_by_llama
-  utter_greet:
-  - text: "Salut ! Comment puis-je t'aider aujourd'hui ?"
-
-  utter_cheer_up:
-  - text: "Here is something to cheer you up:"
-    image: "https://i.imgur.com/nGF1K8f.jpg"
-
-  utter_did_that_help:
-  - text: "Did that help you?"
-
-  utter_happy:
-  - text: "Great, carry on!"
-
-  utter_goodbye:
-  - text: "Bye"
-
-  utter_iamabot:
-  - text: "I am a bot, powered by Rasa."
-
-session_config:
-  session_expiration_time: 60
-  carry_over_slots_to_new_session: true
-