Upload 8 files

config.py

@@ -22,56 +22,31 @@ class Settings:
     you are one of the high school gen z girl. your name is {name}. your voice is edgy and raw.
     -------
     #Voice: Authentic, Informal, conversational, college-aged, real-talk, no emojies.
-    # use gen z and edgy words.
-    # Must Not REPEAT ANY RESPONSE
-    # Must Not  Repeat any words
-    # Use sometimes slangs.
-    # provide short answers like a conversation.
-    # must ask followup question.
-    # dont responed any gratitude words like sorry.
-    # Previous Conversation Summary: {previous_summary}
-    below are the example of conversations:
+    You use the GROW coaching model to guide conversations, focusing on understanding the user's goals, exploring the current situation, suggesting possible actions, and encouraging commitment to the next steps.
+    When a user shares a problem, start by identifying their goal for the conversation. Explore their current reality with understanding and without judgment
+    Example flow:
+
+    Goal: "Hey, what's up? I'm here to help. What's your main goal today?"
+    Reality: "Ugh, that sucks. Can you tell me more about what's happening?"
+    Options: "Here's a couple of ideas: Step Back or Talk It Out. Which one feels right for you?"
+    Will: "Confronting someone can be scary. How about jotting down your thoughts first? Are you willing to try that?"
+    Check-In: "I'll hit you up tomorrow to see how things are going. Got any other questions?"
+    Remember to keep the conversation light, supportive, and focused on helping the user feel understood and empowered.
     
-    [   Scene:1
-            User: Hey, I'm like, so freaking stressed out lately with all this school crap and my never-ending activities.
-            {name}: Hey girl, I'm here for you. What's been messing with your head?
-
-            User: I can't trust you. I can't share with you.
-            {name}: Everything you tell me stays locked down between us. now talk about it.
-
-            User: Ugh, I just never have enough time for anything, and I'm dead tired all the time.
-            {name}: That sounds brutal. Taking breaks and setting priorities might help. Ever tried scheduling some chill time?
-
-            User: Nah, I feel guilty AF when I'm not grinding on my books or doing something "productive."
-            {name}: Self-care is super productive too. Even a short breather can reboot your brain and boost your focus. Let's figure out a balance that works, yeah?
-
-            User: I guess. What should I do to chill out?
-            {name}: Tons of stuff! You could vibe with mindfulness like deep breaths or meditation, take a walk outside, jam out to music, or get artsy with drawing or writing. What speaks to you?
-
-            User: Walking sounds kinda legit. Maybe I'll do that after school.
-            {name}: That's a solid move! Fresh air and movement can totally lift your spirits and shake off stress. And don't forget, sleep and eating right are key parts of the self-care game too.
-
-            User: Yeah, my sleep schedule is a total wreck. Thanks for the reminder.
-            {name}: No prob! Little changes add up big time. Anything else on your mind, or anything else I can help with?
-
-            User: Nah, I'm good for now. Thanks for being real!
-            {name}: Anytime! Take care of yourself, and hit me up if you need more backup. You got this!
-
-        Scene 2: 
-            User: Hey, did you hear what Izzy said about me? I can't believe she would talk behind my back like that!
-            {name}: Ugh, that's so frustrating! But remember, maybe there's more to it. How do you feel about confronting her?
-            
-            User: I mean, I want to, but I don't want it to turn into a huge fight. I just want to clear the air.
-            {name}: Totally get it! Just keep it chill. Maybe you can ask her to meet up somewhere private and tell her how it made you feel?
-            
-            User: Yeah, that makes sense. I'll tell her, 'Next time you have an issue, just come to me directly.'
-            {name}: Exactly! And be open to hearing her side too. It might surprise you!
-            
-            User: Right! It's all about owning our feelings and not playing the blame game. Thanks for the pep talk!
-            {name}: Anytime! Just remember, you're worth it, and you've got this. Go boss it up!
-    ]
-    use tone and response if same question found of this examples for generating response.
-    """
+    IMPORTANT INSTRUCTIONS:
+        # use gen z and edgy words.
+        # Must Not REPEAT ANY RESPONSE and Repeat any words
+        # Use sometimes slangs.
+        # provide short answers like a conversation.
+        # dont responed any gratitude words like sorry.
+        # Previous Conversation Summary: {previous_summary}
+        # resource suggestions means for podcast only nothing else.
+        # you have two tools app_featues and recommendation_tool make sure to use appropriate tool is invoke for any app feature related question must use app_feature and for any resource or podcast related question use recommendation_tool.
+        # if conversation is ending must use close_chat tool no other tools.
+        # if user gets suggestion and recommendation don't give it again. just end the conversation.
+        # must Avoid using the words 'vibe'. Instead, use alternative expressions.
+        # must not use two tools in single execution.
+"""
 
 
 

database_functions.py

@@ -119,24 +119,6 @@ def get_mood_data(user_id):
          return data['mood_summary']
      else:
         return ""
-     
-def use_tools(last_session_id):
-    mongodb_chatbot_tools_collection = settings.mongodb_db.get_collection(settings.MONGODB_DB_CHAT_BOT_TOOLS_COLLECTION_NAME)
-    data  =  mongodb_chatbot_tools_collection.find_one({"session_id": last_session_id})
-    if data and data['set_tools']==True:
-        return True
-    # print("*********************")
-    # print(last_session_id)
-    mongodb_chatbot_message_collection = settings.mongodb_db.get_collection(settings.MONGODB_DB_CHAT_COLLECTION_NAME)
-    collection_count = mongodb_chatbot_message_collection.count_documents({"SessionId": last_session_id})
-
-    if  collection_count > random.randint(30,50):
-        mongodb_chatbot_tools_collection = settings.mongodb_db.get_collection(
-        settings.MONGODB_DB_CHAT_BOT_TOOLS_COLLECTION_NAME)
-        mongodb_chatbot_tools_collection.update_one({"session_id": last_session_id}, { "$set": { "set_tools": True} },  upsert=True)
-        return True
-    else:
-        return False
     
 def change_use_tool_status(last_session_id):
     mongodb_chatbot_tools_collection = settings.mongodb_db.get_collection(settings.MONGODB_DB_CHAT_BOT_TOOLS_COLLECTION_NAME)

templates/chatwidget.html

@@ -196,7 +196,7 @@
           right: 30px;
           z-index: 1999;
           bottom: 50px;
-          width: 350px;
+          width: 470px;
           max-width: 85vw;
           max-height: 100vh;
           border-radius: 5px;
@@ -400,8 +400,8 @@
           z-index: 1999;
           bottom: 3px;
           position: absolute;
-          padding: 5px 10px;
-          margin: 0 108px;
+          padding: 5px 5px;
+          margin: 0 172px;
         }
 
         [data-block^="list11-v4-1-1"] .vertical-list-item {

tools.py

@@ -2,9 +2,15 @@ import os
 from langchain.agents import tool
 from langchain_community.chat_models import ChatOpenAI
 import pandas as pd
-
+from langchain_core.utils.function_calling import convert_to_openai_function
+from langchain.schema.runnable import RunnablePassthrough
+from langchain.agents.format_scratchpad import format_to_openai_functions
+from langchain.agents.output_parsers import OpenAIFunctionsAgentOutputParser
+from langchain.agents import AgentExecutor
+from langchain.prompts import ChatPromptTemplate, MessagesPlaceholder
 from config import settings
 
+MEMORY = None
 
 
 def get_embeddings(text_list):
@@ -30,7 +36,7 @@ def reg(chat):
   return samples_df[['title', 'cover_image', 'referral_link', 'category_id']]
 
 
-@tool("MOXICASTS-questions", return_direct=True)
+@tool("MOXICASTS-questions", )
 def moxicast(prompt: str) -> str:
     """this function is used when user wants to know about MOXICASTS feature.MOXICASTS is a feature of BMoxi for Advice and guidance on life topics.
     Args:
@@ -50,7 +56,7 @@ def moxicast(prompt: str) -> str:
 
     return response.content
 
-@tool("PEP-TALKPODS-questions", return_direct=True)
+@tool("PEP-TALKPODS-questions", )
 def peptalks(prompt: str) -> str:
     """this function is used when user wants to know about PEP TALK PODS feature.PEP TALK PODS: Quick audio pep talks for boosting mood and motivation.
     Args:
@@ -72,7 +78,7 @@ def peptalks(prompt: str) -> str:
 
 
 
-@tool("SOCIAL-SANCTUARY-questions", return_direct=True)
+@tool("SOCIAL-SANCTUARY-questions", )
 def sactury(prompt: str) -> str:
     """this function is used when user wants to know about SOCIAL SANCTUARY feature.THE SOCIAL SANCTUARY Anonymous community forum for support and sharing.
     Args:
@@ -93,7 +99,7 @@ def sactury(prompt: str) -> str:
     return response.content
 
 
-@tool("POWER-ZENS-questions", return_direct=True)
+@tool("POWER-ZENS-questions", )
 def power_zens(prompt: str) -> str:
     """this function is used when user wants to know about POWER ZENS feature. POWER ZENS Mini meditations for emotional control.
 
@@ -116,7 +122,7 @@ def power_zens(prompt: str) -> str:
 
 
 
-@tool("MY-CALENDAR-questions", return_direct=True)
+@tool("MY-CALENDAR-questions", )
 def my_calender(prompt: str) -> str:
     """this function is used when user wants to know about MY CALENDAR feature.MY CALENDAR: Visual calendar for tracking self-care rituals and moods.
     Args:
@@ -139,7 +145,7 @@ def my_calender(prompt: str) -> str:
 
 
 
-@tool("PUSH-AFFIRMATIONS-questions", return_direct=True)
+@tool("PUSH-AFFIRMATIONS-questions", )
 def affirmations(prompt: str) -> str:
     """this function is used when user wants to know about PUSH AFFIRMATIONS feature.PUSH AFFIRMATIONS: Daily text affirmations for positive thinking.
     Args:
@@ -159,7 +165,7 @@ def affirmations(prompt: str) -> str:
 
     return response.content
 
-@tool("HOROSCOPE-questions", return_direct=True)
+@tool("HOROSCOPE-questions", )
 def horoscope(prompt: str) -> str:
     """this function is used when user wants to know about HOROSCOPE feature.SELF-LOVE HOROSCOPE: Weekly personalized horoscope readings.
     Args:
@@ -181,7 +187,7 @@ def horoscope(prompt: str) -> str:
 
 
 
-@tool("INFLUENCER-POSTS-questions", return_direct=True)
+@tool("INFLUENCER-POSTS-questions", )
 def influencer_post(prompt: str) -> str:
     """this function is used when user wants to know about INFLUENCER POSTS feature.INFLUENCER POSTS: Exclusive access to social media influencer advice (coming soon).
     Args:
@@ -202,7 +208,7 @@ def influencer_post(prompt: str) -> str:
     return response.content
 
 
-@tool("MY-VIBECHECK-questions", return_direct=True)
+@tool("MY-VIBECHECK-questions", )
 def my_vibecheck(prompt: str) -> str:
     """this function is used when user wants to know about MY VIBECHECK feature. MY VIBECHECK: Monitor and understand emotional patterns.
 
@@ -225,7 +231,7 @@ def my_vibecheck(prompt: str) -> str:
 
 
 
-@tool("MY-RITUALS-questions", return_direct=True)
+@tool("MY-RITUALS-questions", )
 def my_rituals(prompt: str) -> str:
     """this function is used when user wants to know about MY RITUALS feature.MY RITUALS: Create personalized self-care routines.
     Args:
@@ -248,7 +254,7 @@ def my_rituals(prompt: str) -> str:
 
 
 
-@tool("MY-REWARDS-questions", return_direct=True)
+@tool("MY-REWARDS-questions", )
 def my_rewards(prompt: str) -> str:
     """this function is used when user wants to know about MY REWARDS feature.MY REWARDS: Earn points for self-care, redeemable for gift cards.
     Args:
@@ -269,7 +275,7 @@ def my_rewards(prompt: str) -> str:
     return response.content
 
 
-@tool("mentoring-questions", return_direct=True)
+@tool("mentoring-questions", )
 def mentoring(prompt: str) -> str:
     """this function is used when user wants to know about 1-1 mentoring feature.  1:1 MENTORING: Personalized mentoring (coming soon).
 
@@ -292,7 +298,7 @@ def mentoring(prompt: str) -> str:
 
 
 
-@tool("MY-JOURNAL-questions", return_direct=True)
+@tool("MY-JOURNAL-questions", )
 def my_journal(prompt: str) -> str:
     """this function is used when user wants to know about MY JOURNAL feature.MY JOURNAL: Guided journaling exercises for self-reflection.
     Args:
@@ -312,9 +318,9 @@ def my_journal(prompt: str) -> str:
 
     return response.content
 
-@tool("recommandation_tool", return_direct=True)
+@tool("podcast-recommendation-tool")
 def recommand_podcast(prompt: str) -> str:
-    """ this function is used when your best friend want any recommandation and tips. also you feel that this is the best time for any recommandation or your friend.
+    """ this function must used when user wants to any resources only.
     Args:
         prompt (string): user query
 
@@ -337,7 +343,7 @@ def recommand_podcast(prompt: str) -> str:
 
     return response.content
 
-@tool("set-chat-bot-name", return_direct=True)
+@tool("set-chat-bot-name",return_direct=True )
 def set_chatbot_name(name: str) -> str:
     """ this function is used when your best friend want to give you new name.
     Args:
@@ -348,3 +354,101 @@ def set_chatbot_name(name: str) -> str:
     """
 
     return "Okay, from now my name will be "+ name 
+
+@tool("clossing-chat",return_direct=True)
+def close_chat(summary:str)-> str:
+    """ when you feel it's time to finish the conversation use this tool.
+        must use this tool when user closing the conversation. must use this tool when you are ending the conversation.
+
+    Args:
+        summary (str): summary of whole chat with your friend.
+
+    Returns:
+        str: closing chat statements.
+    """
+    
+    print('close tool starts')
+    system_template = """ you have given one summary of chat. 
+    summary : {summary}.
+    using this summary give recommandation of podcast or suggest any features from given tools and make response. also you are going to close the conversation with your friend.
+    if user already received suggestions, you must not give again. and just end the conversation inshort wihtout mentioning anything. 
+    # make all responses short and don't remove any podcast links.
+    """
+           
+    tools = [moxicast, my_calender, my_journal, my_rewards, my_rituals, my_vibecheck, peptalks, sactury, power_zens, affirmations, horoscope, mentoring, influencer_post, recommand_podcast]
+    functions = [convert_to_openai_function(f) for f in tools]
+    llm = ChatOpenAI(model=settings.OPENAI_MODEL, openai_api_key=settings.OPENAI_KEY, temperature=0.7).bind(functions=functions)
+    print('llm is created')
+    
+    prompt = ChatPromptTemplate.from_messages([("system", system_template.format(summary = summary)),MessagesPlaceholder(variable_name="agent_scratchpad")])
+    chain = RunnablePassthrough.assign(agent_scratchpad=lambda x: format_to_openai_functions(x["intermediate_steps"])) | prompt |llm | OpenAIFunctionsAgentOutputParser()
+    print('chain is rolling')
+    agent = AgentExecutor(agent=chain, tools=tools, memory=MEMORY, verbose=True)
+    # Define the system prompt
+                      
+    print('agent is created')
+    # print(system_template.format(context=context, input=prompt))\
+
+    response = agent.invoke({})['output']
+    return response
+
+
+@tool("App-Fetures")
+def app_features(summary:str)-> str:
+    """ For any app features details only use this tool.
+
+    Args:
+        summary (str): summary of whole chat with your friend.
+
+    Returns:
+        str: closing chat statements.
+    """
+    
+    print('app feature tool starts')
+    system_template = """ you have given one summary of chat. 
+    summary : {summary}.
+    if summary doesn't specify any feature name ask question don't invoke any tool.
+    using this summary give appropriate features suggestions using tools.
+    # make all responses short.
+    """
+           
+    tools = [moxicast, my_calender, my_journal, my_rewards, my_rituals, my_vibecheck, peptalks, sactury, power_zens, affirmations, horoscope, mentoring, influencer_post]
+    functions = [convert_to_openai_function(f) for f in tools]
+    llm = ChatOpenAI(model=settings.OPENAI_MODEL, openai_api_key=settings.OPENAI_KEY, temperature=0.7).bind(functions=functions)
+    print('llm is created')
+    
+    prompt = ChatPromptTemplate.from_messages([("system", system_template.format(summary = summary)),MessagesPlaceholder(variable_name="agent_scratchpad")])
+    chain = RunnablePassthrough.assign(agent_scratchpad=lambda x: format_to_openai_functions(x["intermediate_steps"])) | prompt |llm | OpenAIFunctionsAgentOutputParser()
+    print('chain is rolling')
+    agent = AgentExecutor(agent=chain, tools=tools, memory=MEMORY, verbose=True)
+    # Define the system prompt
+                      
+    print('agent is created')
+    # print(system_template.format(context=context, input=prompt))\
+
+    response = agent.invoke({})['output']
+    return response
+
+# close_chat('Suggest a podcast or self-care tool for someone looking to unwind after a hectic day at work.')
+
+
+
+@tool("Joke-teller", )
+def joke_teller(summary: str) -> str:
+    """If user needs mood boost and when you feel to lighten the environment use this tool to tell the jokes.
+     Args:
+        summary (str): summary of whole chat with your friend.
+
+    Returns:
+        string: answer of the query
+    """
+    context = "BMOXI app is designed for teenage girls where they can listen some musics explore some contents had 1:1 mentoring sessions with all above features for helping them in their hard times. MY REWARDS: Earn points for self-care, redeemable for gift cards."
+    llm = ChatOpenAI(model=settings.OPENAI_MODEL, openai_api_key=settings.OPENAI_KEY, temperature=0.7)
+    # Define the system prompt
+    system_template = """  summary : {summary}.
+    you are given summary of current chat. make one joke for your friend. to boost her mood.
+    # make all responses short.
+    """
+    response = llm.invoke(system_template.format(summary=summary))
+
+    return response.content

utils.py

@@ -12,9 +12,9 @@ from langchain.agents.format_scratchpad import format_to_openai_functions
 from langchain.agents.output_parsers import OpenAIFunctionsAgentOutputParser
 from langchain.agents import AgentExecutor
 
-from tools import moxicast, my_calender, my_journal, my_rewards, my_rituals, my_vibecheck, peptalks, sactury, power_zens, affirmations, horoscope, mentoring, influencer_post, recommand_podcast, set_chatbot_name
+from tools import MEMORY, set_chatbot_name, close_chat, recommand_podcast,app_features,joke_teller
 
-from database_functions import get_chat_bot_name,get_chat_history, get_last_conversion, get_last_session, get_mood_data,use_tools
+from database_functions import get_chat_bot_name,get_chat_history, get_last_conversion, get_last_session, get_mood_data
 
 
 def get_mood_summary(user_id):
@@ -65,10 +65,8 @@ def create_agent(user_id,is_first = False):
     
     previous_session_id = get_last_session(user_id)
     # print(previous_session_id)
-    if  use_tools(previous_session_id["last_session_id"]):
-        tools = [moxicast, my_calender, my_journal, my_rewards, my_rituals, my_vibecheck, peptalks, sactury, power_zens, affirmations, horoscope, mentoring, influencer_post, recommand_podcast, set_chatbot_name]
-    else:
-        tools = [set_chatbot_name]
+   
+    tools = [set_chatbot_name,close_chat,recommand_podcast,app_features,joke_teller]
 
     functions = [convert_to_openai_function(f) for f in tools]
     model = ChatOpenAI(model_name=settings.OPENAI_MODEL,
@@ -103,8 +101,10 @@ def create_agent(user_id,is_first = False):
 
     memory = ConversationBufferWindowMemory(memory_key="chat_history", chat_memory=get_chat_history(
         previous_session_id['last_session_id']), return_messages=True, k=5)
-
+    
     # print("memory created")
+    global MEMORY
+    MEMORY = memory
 
     chain = RunnablePassthrough.assign(agent_scratchpad=lambda x: format_to_openai_functions(x["intermediate_steps"])) | prompt | model | OpenAIFunctionsAgentOutputParser()