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Adding crewAI integration guide (#279) 
* docs: adding crewAI integration guide

* docs: adding a honcho_crewai package

* docs: Using session.search and session summaries to enhance the honcho storage class

* docs: updating to use honcho_crewai package

* docs: Added honcho_crewAI tools. Updated honcho_crewai tests to better match the specific integration. Built out the package definition more.

* docs: Adding all the honcho sdk parameters to crewAI tools, also adding tools and a simple example.

* docs: adding logging to HonchoStorage class

* docs: updating mdx file to match examples and fixing explanations

* Docs: removing session summaries from search

* docs: adding files package

* docs: simplifying language specifically for theory-of-mind.

* chore: code rabbit suggestions.

* chore: code rabbit

* fix: removing nanoid crewai dependency

* docs: adding filtering capability to honcho crewai package and tool examples.

* fix: remove factory class in favor of direct class instantiation

* docs: adding hybrid memory example

* fix: fixing redundent calls to honcho for saving message history

* chore: code rabbit fixes
 		2025-12-01 14:46:14 -05:00
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LICENSE Adding crewAI integration guide (#279) 2025-12-01 14:46:14 -05:00
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pyproject.toml Adding crewAI integration guide (#279) 2025-12-01 14:46:14 -05:00
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README.md

Honcho CrewAI Integration

Build CrewAI agents with persistent memory and reasoning capabilities powered by Honcho.

Installation

pip install honcho-crewai

Quick Start

from crewai import Agent, Task, Crew, Process
from crewai.memory.external.external_memory import ExternalMemory
from honcho_crewai import HonchoStorage

# Initialize Honcho storage
storage = HonchoStorage(user_id="user-123")
external_memory = ExternalMemory(storage=storage)

# Create agent with memory
agent = Agent(
    role="AI Assistant",
    goal="Help users with persistent memory",
    backstory="You remember past conversations.",
)

# Create crew with external memory
crew = Crew(
    agents=[agent],
    tasks=[task],
    external_memory=external_memory
)

Features

  • Automatic Memory: CrewAI agents automatically store and retrieve conversation context
  • Semantic Search: Find relevant past messages using vector similarity
  • Logical Reasoning: Query what the system knows about users via the Dialectic API
  • Multi-Agent Support: Give each agent distinct memory and identity
  • Tools Integration: HonchoGetContextTool, HonchoDialecticTool, and HonchoSearchTool for explicit memory control

Documentation

For comprehensive guides, examples, and API reference, visit: https://docs.honcho.dev/v2/integrations/crewai

Examples

Check out complete examples in the GitHub repository.

License

AGPL-3.0-or-later

Support