CrewAI Plugin: Session

Overview

FlotorchCrewAISession is used as CrewAI short-term memory storage, backing ShortTermMemory with FloTorch Sessions.

---

Setup

from flotorch.crewai.sessions import FlotorchCrewAISession

API_KEY = "<your_api_key>"
BASE_URL = "https://gateway.flotorch.cloud"

---

Usage

As short-term storage

from flotorch.crewai.sessions import FlotorchCrewAISession
from crewai.memory.short_term.short_term_memory import ShortTermMemory

storage = FlotorchCrewAISession(
  api_key=API_KEY,
  base_url=BASE_URL,
)

short_term_memory = ShortTermMemory(storage=storage)

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Features

CrewAI Integration

• Acts as storage for ShortTermMemory in CrewAI
• Persists recent conversational context via FloTorch Session API
• Automatic session tracking and state management

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Usage Example

from crewai import Crew

# Create session service
session_service = FlotorchCrewAISession(
    api_key=API_KEY,
    base_url=BASE_URL
)

# Use with CrewAI Crew
crew = Crew(
  agents=[agent],
  tasks=[task],
  short_term_memory=short_term_memory,
  verbose=True,
)

result = crew.kickoff()

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Notes

• Session service is designed to work seamlessly with CrewAI’s Crew framework
• Provides persistent storage for multi-agent conversations
• Automatic session management and state tracking