Skip to main content

​
Code

file_analyst.py
from agno.agent import Agent
from agno.db.sqlite import SqliteDb
from agno.models.anthropic import Claude
from agno.os.app import AgentOS
from agno.os.interfaces.slack import Slack
from agno.tools.slack import SlackTools

agent_db = SqliteDb(session_table="agent_sessions", db_file="tmp/file_analyst.db")

file_analyst = Agent(
    name="File Analyst",
    model=Claude(id="claude-sonnet-4-20250514"),
    db=agent_db,
    tools=[
        SlackTools(
            enable_download_file=True,
            enable_get_channel_history=True,
            enable_upload_file=True,
            output_directory="/tmp/slack_analysis",
        )
    ],
    instructions=[
        "You are a file analysis assistant.",
        "When users share files or mention file IDs (F12345...), download and analyze them.",
        "For CSV/data files: identify patterns, outliers, and key statistics.",
        "For code files: explain what the code does, suggest improvements.",
        "For text/docs: summarize key points.",
        "You can upload analysis results back to Slack as new files.",
        "Always explain your analysis in plain language.",
    ],
    add_history_to_context=True,
    num_history_runs=5,
    markdown=True,
)

agent_os = AgentOS(
    agents=[file_analyst],
    interfaces=[
        Slack(
            agent=file_analyst,
            reply_to_mentions_only=True,
        )
    ],
)
app = agent_os.get_app()

if __name__ == "__main__":
    agent_os.serve(app="file_analyst:app", reload=True)

​
Usage

1

Set up your virtual environment

uv venv --python 3.12
source .venv/bin/activate
2

Set Environment Variables

export SLACK_TOKEN=xoxb-your-bot-user-token
export SLACK_SIGNING_SECRET=your-signing-secret
export ANTHROPIC_API_KEY=your-anthropic-api-key
3

Install Dependencies

uv pip install -U "agno[slack]" anthropic
4

Run Example

python file_analyst.py

​
Key Features

  • File Download and Upload: Uses SlackTools to download shared files, analyze them, and upload results back to the channel
  • Multi-Format Analysis: Handles CSV/data files (statistics, patterns), code files (explanation, improvements), and text documents (summaries)
  • Claude-Powered Comprehension: Uses Claude Sonnet for strong document understanding across file types
  • Session Persistence: SQLite database stores conversation history across restarts