add masterquest command

Makefile

@@ -24,4 +24,7 @@ list: #List all the running bots
 kill:
 	pkill -f "python src/stock_bot.py"
 
+ask:
+	python src/llm_with_rag.py
+
 all: install bot

config/help_command.txt

@@ -15,6 +15,7 @@ Available features:
 - /buysellanalyze: Picture of my Buy sell for a stock (FPTS data)
 - /summarynewsurl: Summary news from arbitrary url
 - Summarize idea from Audio or Voice into To-Do list
+- /masterquest: Answer the question with my master data in HCMUT (LLM + RAG system)
 ---------------
 
 Only me features:

setup.txt

@@ -17,6 +17,7 @@ backoff==2.2.1
 beautifulsoup4==4.12.2
 bitsandbytes==0.41.3.post2
 bleach==6.1.0
+blinker==1.7.0
 bottle==0.12.25
 bs4==0.0.1
 certifi==2023.7.22
@@ -42,6 +43,7 @@ feedfinder2==0.0.4
 feedparser==6.0.11
 filelock==3.13.1
 filetype==1.2.0
+Flask==3.0.1
 fonttools==4.44.0
 fqdn==1.5.1
 frozenlist==1.4.0
@@ -61,6 +63,7 @@ ipython==8.14.0
 ipython-genutils==0.2.0
 ipywidgets==8.0.7
 isoduration==20.11.0
+itsdangerous==2.1.2
 jedi==0.19.1
 jieba3k==0.35.1
 Jinja2==3.1.2
@@ -231,6 +234,7 @@ wcwidth==0.2.9
 webcolors==1.13
 webencodings==0.5.1
 websocket-client==1.6.4
+Werkzeug==3.0.1
 widgetsnbextension==4.0.9
 wrapt==1.16.0
 wsproto==1.2.0

src/llm_with_rag.py

@@ -0,0 +1,20 @@
+import sys
+sys.path.append("")
+
+import flask
+from dotenv import load_dotenv
+load_dotenv()
+
+import requests
+
+# URL for the API endpoint
+api_url = 'http://localhost:8083/query'
+
+# Input query
+query = input("Enter your query: ")
+
+# Send POST request to the API
+response = requests.post(api_url, json={'query': query})
+
+# Print the response
+print(response.json())

src/stock_bot.py

@@ -82,6 +82,19 @@ def ask_pattern_stock(message, command):
     else: # command == '/pattern':
         bot.register_next_step_handler(message, find_similar_pattern, symbol)
 
+@bot.message_handler(commands=['masterquest'])
+def ask_for_question(message):
+    # Ask for the stock symbol
+    markup = types.ForceReply(selective = False)
+    bot.reply_to(message, "Please enter the question:", reply_markup = markup)
+    bot.register_next_step_handler(message, masterquest)
+
+def masterquest(message):
+    query = message.text
+    api_url = 'http://localhost:8083/query'
+    response = requests.post(api_url, json={'query': query})
+    bot.reply_to(message, f"The answer: {response.json()['result']}")
+
 
 def find_similar_pattern(message, symbol):