Update app.py

app.py

@@ -15,6 +15,40 @@ llm = ChatGoogleGenerativeAI(model="gemini-pro", verbose=True, temperature=0.1,
 ##################################  -  GOOGLE LLM  -  ##################################
 
 
+##################################### DDG Crypto Search ######################################
+from langchain.tools import DuckDuckGoSearchRun
+from langchain.agents import Tool
+# Define wrapper functions for specific searches
+ddg_search = DuckDuckGoSearchRun()
+
+def coingecko_search_wrapper(input_text):
+    return ddg_search.run(f"site:coingecko.com {input_text}")
+
+def coinmarketcap_search_wrapper(input_text):
+    return ddg_search.run(f"site:coinmarketcap.com {input_text}")
+
+def general_search_wrapper(input_text):
+    return ddg_search.run(f'cryptocurrency {input_text}')
+
+# Initialize tools with specific functions
+GeneralSearch = Tool(
+    name="GeneralSearch",
+    func=general_search_wrapper,
+    description="General search for cryptocurrencies"
+)
+
+CoinGeckoSearch = Tool(
+    name="CoingeckoSearch",
+    func=coingecko_search_wrapper,
+    description="Searches on Coingecko"
+)
+
+CoinMarketCapSearch = Tool(
+    name="CoinmarketcapSearch",
+    func=coinmarketcap_search_wrapper,
+    description="Searches on CoinMarketCap"
+)
+##################################### DDG Crypto Search ######################################
 
 def create_crewai_crypto_setup(crypto_symbol):
     # Main Research Agent for technical and market analysis
@@ -23,8 +57,9 @@ def create_crewai_crypto_setup(crypto_symbol):
         goal=f"Perform in-depth analysis on {crypto_symbol}, focusing on technical indicators, market trends, and recent news.",
         backstory="Expert in technical analysis and market sentiment for cryptocurrencies, capable of identifying investment opportunities and risks.",
         verbose=True,
+        max_iter=40,
         allow_delegation=False,
-        tools=[duckduckgo_search_tool],
+        tools=[duckduckgo_search_tool, CoinGeckoSearch, CoinMarketCapSearch],
         llm=llm,
     )
 
@@ -41,37 +76,48 @@ def create_crewai_crypto_setup(crypto_symbol):
 
     # Market Trends and Price History Analysis
     MarketTrends_T1 = Task(
-        description=f"Examine {crypto_symbol}'s price history to identify current market trends and potential future movements.",
+        description=f"Examine cryptocurrency coin - {crypto_symbol} price history to identify current market trends and potential future movements.",
         expected_output="Summary of market trends and historical price analysis, list of key datapoints including price outlook short, medium, longterm",
+        async_execution=True,
         agent=research_agent,
     )
 
     # Technical Analysis with Key Indicators
     TechnicalAnalysis_T2 = Task(
-        description=f"Apply technical analysis on {crypto_symbol}, focusing on RSI, MACD, support/resistance levels, and other relevant indicators.",
+        description=f"Apply technical analysis on the cryptocurrency {crypto_symbol}, focusing on RSI, MACD, support/resistance levels, and other relevant indicators.",
         expected_output="Technical analysis summary with key indicator findings, techincal setups, and numerical datapoints",
+        async_execution=True,
         agent=research_agent,
     )
 
     # Sentiment and News Analysis
     SentimentNews_T3 = Task(
-        description=f"Gather and analyze recent news and community sentiment regarding {crypto_symbol} to gauge market sentiment.",
+        description=f"Gather and analyze recent news and community sentiment regarding cryptocurrency - {crypto_symbol} to gauge market sentiment.",
         expected_output="Summary of recent developments, news impact, and community sentiment",
+        async_execution=True,
         agent=research_agent,
     )
 
     # Investment Opportunities and Risks Identification
     OpportunitiesRisks_T4 = Task(
-        description=f"Identify and evaluate potential investment opportunities and risks associated with {crypto_symbol}.",
+        description=f"Identify and evaluate potential investment opportunities and risks associated with cryptocurrency - {crypto_symbol}.",
         expected_output="List of investment opportunities and risks",
+        async_execution=True,
         agent=research_agent,
     )
 
     # Comprehensive Investment Strategy Report
     StrategyReport_T5 = Task(
-        description=f"""Compile a detailed investment strategy report for {crypto_symbol}, incorporating insights from price targets over certain time periods, technical analysis, investment strategies (Buy/hold/sell), timelines (Short/medium/long term buy targets and stratgeies), and risk management.
-        Focus on actionable advice including buy, sell, and hold recommendations with risk management strategies. Aim for a concise report under 2000 characters tailored for advanced cryptocurrency experts.""",
-        expected_output="A 2000 charcter or less sectioned report that focuses on breif bullet points and notes and key data points, Investment strategy report with actionable insights and strategies",
+        description=f"""Create a detailed investment plan for the cryptocurrency - {crypto_symbol}, incorporating price targets, technical analysis, investment strategies, and timelines. 
+        Ensure the plan includes actionable advice on when to buy, sell, and hold, along with risk management strategies. 
+        
+        NOTES:
+        The report is for advanced cryptocurrency experts.
+        Do note include disclamiers.
+        Output should be strictly 2000 characters or less.
+        I will tip you 10,000 dollars if you report great.
+        """,
+        expected_output="Sectioned report that focuses on breif bullet points and notes and key data points, Investment strategy report with actionable insights and strategies",
         context=[MarketTrends_T1,TechnicalAnalysis_T2,SentimentNews_T3,OpportunitiesRisks_T4],
         agent=report_formatting_agent,
     )
@@ -96,7 +142,7 @@ iface = gr.Interface(
     fn=run_crewai_crypto_app, 
     inputs="text", 
     outputs="text",
-    title="CrewAI Cryptocurrency Investment Plan",
+    title="CryptoScout - CrewAI - Cryptocurrency Investment Advisor",
     description="Enter a cryptocurrency symbol to analyze and generate a comprehensive investment plan."
 )