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Install

pip install synap-crewai

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What’s included

ClassPurpose
SynapStorageBackendImplements CrewAI’s StorageBackend protocol for persistent memory

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Quick start

from crewai import Agent, Crew, Task
from crewai.memory import Memory
from synap_crewai import SynapStorageBackend

backend = SynapStorageBackend(
    sdk=sdk,
    user_id="alice",
    customer_id="acme",   # optional
)

memory = Memory(storage=backend)

crew = Crew(
    agents=[your_agent],
    tasks=[your_task],
    memory=memory,
)

result = crew.kickoff(inputs={"topic": "quarterly planning"})

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How it works

SynapStorageBackend translates CrewAI’s memory calls to Synap’s API:
  • save(value, metadata) — ingests a memory fragment with optional metadata tags
  • search(query, limit, score_threshold) — semantic search, returns ranked results
  • list_records(limit) — returns recent memories (uses Synap search with a broad query)
  • count() — returns an approximate count via a broad search
CrewAI operations that have no direct Synap equivalent (e.g., delete) are no-ops with a warning.

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Async-first

CrewAI 0.100+ supports async task execution. SynapStorageBackend exposes asearch for use in async crews: 
results = await backend.asearch("project deadlines", limit=5)
The synchronous search method wraps asearch via an event loop bridge, so it works in both sync and async contexts.

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Next steps

AutoGen

Tool implementations for AutoGen agents.

Pydantic AI

Deps and tools for Pydantic AI.