New Demo

web_search_ai_agent/README.md

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+## 🎯 Generative AI Search Assistant
+This Streamlit app combines the power of search engines and LLMs to provide you with pinpointed answers to your queries. By leveraging OpenAI's GPT-4o and the DuckDuckGo search engine, this AI search assistant delivers accurate and concise responses to your questions.
+
+### Features
+- Get pinpointed answers to your queries
+- Utilize DuckDuckGo search engine for web searching
+- Use OpenAI GPT-4o for intelligent answer generation
+
+### How to get Started?
+
+1. Clone the GitHub repository
+
+```bash
+git clone https://github.com/Shubhamsaboo/awesome-llm-apps.git
+```
+2. Install the required dependencies:
+
+```bash
+pip install -r requirements.txt
+```
+3. Get your OpenAI API Key
+
+- Sign up for an [OpenAI account](https://platform.openai.com/) (or the LLM provider of your choice) and obtain your API key.
+
+4. Run the Streamlit App
+```bash
+streamlit run ai_webagent.py
+```
+
+### How It Works?
+
+- Upon running the app, you will be prompted to enter your OpenAI API key. This key is used to authenticate and access the OpenAI language models.
+
+- Once you provide a valid API key, an instance of the Assistant class is created. This assistant utilizes the GPT-4 language model from OpenAI and the DuckDuckGo search engine tool.
+
+- Enter your search query in the provided text input field.
+
+- The assistant will perform the following steps:
+    - Conduct a web search using DuckDuckGo based on your query
+    - Analyze the search results and extract relevant information
+    - Generate a concise and targeted answer using the GPT-4 language model
+
+- The pinpointed answer will be displayed in the app, providing you with the information you need.

web_search_ai_agent/ai_webagent.py

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+# Import the required libraries
+import streamlit as st
+from phi.assistant import Assistant
+from phi.tools.duckduckgo import DuckDuckGo
+from phi.llm.openai import OpenAIChat
+
+# Set up the Streamlit app
+st.title("AI Search Assistant 🤖")
+st.caption("This app allows you to search the web using AI")
+
+# Get OpenAI API key from user
+openai_access_token = st.text_input("OpenAI API Key", type="password")
+
+# If OpenAI API key is provided, create an instance of Assistant
+if openai_access_token:
+    # Create an instance of the Assistant
+    assistant = Assistant(
+    llm=OpenAIChat(
+        model="gpt-4o",
+        max_tokens=1024,
+        temperature=0.9,
+        api_key=openai_access_token) , tools=[DuckDuckGo()], show_tool_calls=True
+    )
+
+    # Get the search query from the user
+    query= st.text_input("Enter the Search Query", type="default")
+    
+    if query:
+        # Search the web using the AI Assistant
+        response = assistant.run(query, stream=False)
+        st.write(response)

web_search_ai_agent/requirements.txt

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+streamlit
+openai
+phidata
+duckduckgo-search