Create app.py

app.py

@@ -1,3 +1,97 @@
+
+import os
+from crewai import Agent, Task, Crew, Process
+from langchain.tools import DuckDuckGoSearchRun
+from langchain.agents import load_tools
+from langchain_openai import ChatOpenAI
+from langchain.llms import ollama
+from openai import OpenAI
+from langchain_google_genai import ChatGoogleGenerativeAI
+from crypto_info import CryptoTools
 import gradio as gr
 
-gr.load("models/cognitivecomputations/dolphin-2.6-mixtral-8x7b").launch()
+# Setting up the environment variable for the Google API key
+api_gemini = 'AIzaSyB4feCeVxvjfd6a6L1jtaV_NHUMSh0MGQk'
+os.environ["api_gemini"] = api_gemini
+
+# Function to run the Crew AI logic
+def run_crew_ai(query):
+    # Initialize the ChatGoogleGenerativeAI model with verbose set to False
+    llm2 = ChatGoogleGenerativeAI(
+        model="gemini-pro", verbose=False, temperature=0.1, google_api_key=api_gemini
+    )
+
+    # Initialize tools
+    search_tool = DuckDuckGoSearchRun()
+    crypto_tool = CryptoTools()
+    human_tools = load_tools(["human"])
+
+    # Define Agents with verbose set to False
+    researcher = Agent(
+        role='Researcher',
+        goal='Identify new and relevant cryptocurrencies based on user criteria using the internet tool',
+        tools=[search_tool],
+        verbose=False,
+        allow_delegation=False,
+        llm=llm2
+    )
+
+    info_gatherer = Agent(
+        role='Information Gatherer',
+        goal='Collect detailed information about the identified cryptocurrency using the search tool.',
+        tools=[search_tool],
+        verbose=False,
+        allow_delegation=False,
+        llm=llm2
+    )
+
+    formatter = Agent(
+        role='Formatter',
+        goal='Structure all gathered information into a clear, concise format.',
+        verbose=False,
+        allow_delegation=False,
+        llm=llm2
+    )
+
+    # Define Tasks
+    research_task = Task(
+        description=f'Search the internet for a cryptocurrency that matches the user\'s prompt. Here is the prompt: "{query}"', 
+        agent=researcher
+    )
+
+    gather_task = Task(
+        description='Gather all relevant information about the identified cryptocurrency including a summary, todays price, todays market capilization,offical URL.', 
+        agent=info_gatherer
+    )
+
+    format_task = Task(
+        description='Structure the gathered information in a list structure with all the relevant details neat and user friendly', 
+        agent=formatter
+    )
+
+    # Define and run the Crew
+    crew = Crew(
+        agents=[researcher, info_gatherer, formatter],
+        tasks=[research_task, gather_task, format_task],
+        process=Process.sequential,
+        verbose=0  # Minimize verbose output
+    )
+    result = crew.kickoff()
+
+    return result
+
+# Gradio Interface Setup
+def gradio_interface(query):
+    return run_crew_ai(query)
+
+# Create a Gradio interface with an input textbox and output text
+interface = gr.Interface(
+    fn=gradio_interface,
+    inputs=gr.inputs.Textbox(lines=2, placeholder="Enter your query here..."),
+    outputs="text",
+    title="Crew AI Cryptocurrency Researcher",
+    description="Enter a query to research cryptocurrencies using Crew AI."
+)
+
+# Launch the Gradio interface
+interface.launch()