# AI Reasoning Agent

> The AI Reasoning Agent leverages advanced AI models to provide insightful reasoning and decision-making capabilities. This agent is designed to assist users in various analytical tasks by processing information and generating structured outputs.

- Source: https://doutorai.pt/en/apps/ai-reasoning-agent
- Category: Starter Agents
- Difficulty: Easy
- Models: OpenAI, Llama
- Frameworks: Agno, Ollama (local)
- Runs locally?: Yes (Ollama)
- Required keys: None
- License: Apache-2.0
- Site: Doutor AI (https://doutorai.pt/en) - AI tools for small businesses

## Full tutorial

## AI Reasoning Agent

The AI Reasoning Agent leverages advanced AI models to provide insightful reasoning and decision-making capabilities. This agent is designed to assist users in various analytical tasks by processing information and generating structured outputs.

### Features
- **Advanced Reasoning**: Utilizes the Ollama model to perform complex reasoning tasks
- **Interactive Playground**: Provides a user-friendly interface for interacting with the reasoning agent
- **Markdown Support**: Outputs results in markdown format for easy readability and sharing
- **Customizable Agent**: Easily configurable to suit different reasoning scenarios

### How to Get Started
1. **Clone the repository**:
    ```bash
    git clone https://github.com/Shubhamsaboo/awesome-llm-apps.git
    cd starter_ai_agents/ai_reasoning_agent
    ```

2. **Install the required packages**:
    #### For Local AI Reasoning Agent
    ```bash
    pip install -r requirements.txt
    ```

3. **Run the application**:
    ```bash
    python local_ai_reasoning_agent.py
    ```

### Using the Agent
1. **Access the Playground**:
    - Open the provided URL to access the interactive playground
    - The playground allows you to input queries and receive structured reasoning outputs

2. **Input Queries**:
    - Enter your queries in the provided input field
    - The agent processes the input and provides detailed reasoning and analysis

3. **View Results**:
    - Results are displayed in markdown format
    - Easily copy and share the outputs for further use

### Features in Detail
- **Reasoning Capabilities**:
  - Handles a wide range of analytical tasks
  - Provides clear and structured outputs
  - Supports markdown for easy sharing and readability

- **Interactive Interface**:
  - User-friendly playground for seamless interaction
  - Real-time processing and output generation
  - Configurable settings to tailor the agent's behavior

## Save hours every week with AI, no hassle

**Doutor AI** gives you 1,859 ready-to-copy AI prompts, by industry and in plain English - plus a complete technical library for those who want to go further. [See plans →](https://doutorai.pt/en/pricing)

---
Content by Doutor AI (https://doutorai.pt/en). When quoting, please cite the source: https://doutorai.pt/en/apps/ai-reasoning-agent