Issue Station
Sign In
Tools hereToolbox

crewai - 💡(How to fix) Fix Add Synapse as a memory backend integration [2 comments, 2 participants]

Official PRs (…)
ON THIS PAGE

Recommended Tools

×6

Utilities matched from this issue’s tags and category — try them while you read without losing context.

GitHub issue graph ai analysis

Paste a GitHub issue URL. We fetch that issue, discover linked issues from bodies/comments/timeline, collect linked pull requests, and produce a structured English report.

The report is written in English Markdown for sharing and archival.

Helpful · Quick feedback

Loading…
GitHub stats
crewAIInc/crewAI#4492•Fetched 2026-04-08 00:41:48
View on GitHub
Comments
2
Participants
2
Timeline
5
Reactions
0
Author
raghuram369raghuram369
Participants
ImL1sImL1sraghuram369raghuram369
Timeline (top)
commented ×2closed ×1mentioned ×1subscribed ×1

Code Example

from synapse import Synapse
from synapse.integrations.crewai import SynapseCrewMemory

syn = Synapse("./crew_memory")
memory = SynapseCrewMemory(synapse=syn)
RAW_BUFFERClick to expand / collapse

What is Synapse?

Synapse is a neuroscience-inspired memory database for AI agents — privacy-first, local-only, zero external dependencies.

Integration

We have a working CrewAI integration at https://github.com/raghuram369/synapse that provides SynapseCrewMemory — a drop-in memory backend for CrewAI agents.

Features

  • 🔒 Privacy-first: all memory local, no API calls
  • 🧠 Semantic recall with memory strengthening/decay
  • ⚡ Zero dependencies (pure Python)
  • 📦 Portable .synapse files

Usage

from synapse import Synapse
from synapse.integrations.crewai import SynapseCrewMemory

syn = Synapse("./crew_memory")
memory = SynapseCrewMemory(synapse=syn)

Would love to discuss how best to integrate this into the CrewAI ecosystem — whether as a documented memory backend option or a community plugin.

PyPI: https://pypi.org/project/synapse-ai-memory/ Also available: langchain-synapse, langgraph-synapse

extent analysis

Fix Plan

To integrate Synapse into the CrewAI ecosystem, we will create a documented memory backend option.

Steps

  • Update SynapseCrewMemory to handle errors and exceptions
  • Add documentation for the SynapseCrewMemory class
  • Create a community plugin for CrewAI

Example Code

from synapse import Synapse
from synapse.integrations.crewai import SynapseCrewMemory

try:
    syn = Synapse("./crew_memory")
    memory = SynapseCrewMemory(synapse=syn)
except Exception as e:
    print(f"Error: {e}")

Verification

Test the integration by running the example code and verifying that it works as expected.

Extra Tips

  • Consider adding unit tests for the SynapseCrewMemory class
  • Document any dependencies or requirements for the integration
  • Provide clear instructions for installing and using the community plugin

Vote matrix · Quick signals

Works
Did the solution work? Tap to confirm.
Easy Fix
Was it a quick fix?
Time Saver
Did it save you time?
Blocking
Was it severely blocking?
Common Issue
Are others likely hitting this too?
Flaky / Intermittent
Is it intermittent?
Verified / Reproducible
Can you reproduce it reliably?
Loading…
#api#ssr#installation#tensor shape#autograd error#model save/load#optimization

Still need to ship something?

×6

Another batch ranked right after the header list — different links, same matching logic.

Back to top recommendations

TRENDING