This AI Research Agent Generates Detailed Report Using PhiData

---

---

AI Nuggets

AI Research Agent Setup Instructions

Step 1: Clone the Repository

• Execute the command:

  git clone github.com/fatahq/fiata  
  

Step 2: Navigate to the Cookbook Folder

• Change directory to the cookbook folder with the command:

  cd cookbook/LMS/GroAI/apps  
  

Step 3: Create and Activate Virtual Environment

• Create a virtual environment using Conda:

  conda create -n Fdata Python=3.11  
  

• Activate the virtual environment:

  conda activate Fdata  
  

Step 4: Install Requirements

• Install the required packages:

  pip install -r requirements.txt  
  

Step 5: Export API Keys

• Export the Grok API key:

  export GROK_API_KEY='your_grok_api_key'  
  

  • You can generate the Grok API key for free on their website.
• Export the T API key:

  export T_API_KEY='your_t_api_key'  
  

  • T is used for web search and is mostly used by large language models and RAG-based applications.

Step 6: Pull Embedding Model

• Pull the Noric embed text model:

  ama pull noric/embed-text  
  

  • Before doing this, ensure you’ve downloaded Olama from ama.com.

Step 7: Docker Setup

• Assuming Docker is installed, run the following command:

  docker run <docker_command>  
  

  • The exact command will be provided in the video description.
• Verify the Docker container is active:

  docker ps  
  

Step 8: Run the Streamlit Application

• Start the Streamlit user interface:

  streamlit run home.py  
  

Using the AI Research Agent

Adding a URL for Research

• Enter the URL you want to research.
• Click “Add URL” to process and save the URL in the knowledge base.

Uploading a File for Research

• Click “Browse files” and upload the file.
• The PDF will be processed, divided into chunks, converted to embeddings, and stored in the knowledge base.

Generating Reports

• Ask a question related to the uploaded content or URL.
• Click “Generate report” to create a detailed report with sections such as overview, advancements, conclusion, and references.

Internet Research

• Select “T or web search” from the knowledge base dropdown.
• Ask for the latest news in regards to AI.
• Click “Generate report” to receive a report with sections like advances in large language models, computer vision breakthroughs, implications, applications, and references.

Customization

• The code for the interface is written in Fiata and can be modified to suit your needs.
• You can configure different LLM providers, databases, and embedding systems.

Additional Notes

• The creator of the video encourages subscribing to their YouTube channel for more AI-related content.
• They also prompt viewers to like and share the video.

URLs and Commands Not Provided

• The exact Docker command and other specific details are said to be provided in the video description, which is not included in the transcript.

For more detailed instructions and the exact Docker command, please refer to the video description at http://youtube.com/watch?v=6NKnaeyQ-2w.