"""
File Analyst
============
An agent that downloads files shared in Slack, analyzes their content,
and can upload results back to the channel.
Key concepts:
- ``SlackTools`` with ``enable_download_file`` and ``enable_upload_file``
gives the agent access to Slack's file APIs.
- Works with CSV, code, text, and other file types.
- Uses Claude for strong document comprehension.
Slack scopes: app_mentions:read, assistant:write, chat:write, im:history,
files:read, files:write, channels:history
"""
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
# ---------------------------------------------------------------------------
# Create Example
# ---------------------------------------------------------------------------
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()
# ---------------------------------------------------------------------------
# Run Example
# ---------------------------------------------------------------------------
if __name__ == "__main__":
agent_os.serve(app="file_analyst:app", reload=True)
