agent-phi-alpha

Phidata is a framework for building multi-modal agents and workflows. Build agents with memory, knowledge, tools and reasoning. Build teams of agents that can work together to solve problems. Interact with your agents and workflows using a beautiful Agent UI. ​

Key Features

• Simple & Elegant
• Powerful & Flexible
• Multi-Modal by default
• Multi-Agent orchestration
• A beautiful Agent UI to chat with your agents
• Agentic RAG built-in
• Structured outputs
• Reasoning built-in
• Monitoring & Debugging built-in ​

Installation

Phidata is available on PyPI. You can install it using pip:

pip install -U phidata

​

Simple & Elegant

Phidata Agents are simple and elegant, resulting in minimal, beautiful code. For example, you can create a web search agent in 10 lines of code. web_search.py

# web_search.py
from phi.agent import Agent
from phi.model.openai import OpenAIChat
from phi.tools.duckduckgo import DuckDuckGo

web_agent = Agent(
    name="Web Agent",
    model=OpenAIChat(id="gpt-4o"),
    tools=[DuckDuckGo()],
    instructions=["Always include sources"],
    show_tool_calls=True,
    markdown=True,
)
web_agent.print_response("Tell me about OpenAI Sora?", stream=True)

Output

When you run the above code, you will see the agent respond with information about OpenAI Sora, including sources from DuckDuckGo.

Sample output Images

Setup

1. Setup your virtual environment Mac

   python3 -m venv ~/.venvs/aienv
   source ~/.venvs/aienv/bin/activate

   Windows

   python -m venv %USERPROFILE%\.venvs\aienv
   %USERPROFILE%\.venvs\aienv\Scripts\activate

# Install libraries
python3 -m venv ~/.venvs/aienv
source ~/.venvs/aienv/bin/activate

# Windows
python -m venv %USERPROFILE%\.venvs\aienv
%USERPROFILE%\.venvs\aienv\Scripts\activate

2. Install libraries in Mac

pip install -U phidata openai duckduckgo-search

In Windows

pip install -U phidata openai duckduckgo-search

3. Export your OpenAI key

Phidata works with most model providers but for these examples let’s use OpenAI.

Mac:

export OPENAI_API_KEY=sk-***

Windows

set OPENAI_API_KEY=sk-***

4. Create a file named .env in the root directory and add your OpenAI key

OPENAI_API_KEY=sk-***

Run the agent

python web_search.py

You should see the agent respond with information about OpenAI Sora, including sources from DuckDuckGo.

Documentation

For more detailed documentation, including advanced features, multi-agent orchestration, and more examples, please visit the Phidata Documentation.