What is an agent analyst?

The Agent Analyst template automates the process of analazying files, extracting insights, and generating actionable results.

Key features of the agent analyst workflow

• Uses ReAct agentic reasoning for enhanced decision-making and problem-solving capabilities.
• Uses the E2B coding tool to analyze data using a variety of techniques.

Who can benefit from an agent analyst?

• Businesses can improve decision-making by leveraging data insights to optimize operations, identify trends, and forecast market behavior.
• Marketers can enhance campaign performance by analyzing customer data, segmenting audiences, and measuring engagement metrics.

How does the agent analyst template operate?

• The ReAct agent accepts files and queries for processing.
• The agent follows an iterative loop of Thought/Action/Observation, repeating until the task is completed. The Agent is equipped with the E2B coding tool, enabling it to use data analysis tools like `pandas` and many others.

Customizing the agent analyst for your needs

• Integrate memory to enable the agent to remember and reference previous requests.
• Implement predefined metrics analysis pipelines using Python Nodes for streamlined processing.
• Refine prompts to ensure accurate and contextually appropriate code instructions are applied.

Performance metrics and monitoring

• Monitor the latency and accuracy of the final responses, using both custom and prebuilt metrics.
• Monitor the number of tokens and cost of inference.

How to the agent analyst template

1. Press the “Use Template” button.
2. Press the “Test” button.
3. In the “query” field, enter your request. By clicking on "Click to upload" button, provide the files you want to analyze (tables, datasets etc).
4. Press “Run”.