multi-agent-pipeline
Multi-agent research and report generation system using LangGraph state machines and CrewAI, served via FastAPI Multi-Agent Research & Report Pipeline **Stack:** LangGraph · CrewAI · FastAPI · Pydantic · Langfuse · Docker · GitHub Actions **Live demo:** _add your Fly URL here after fly deploy_ 4-agent orchestration pipeline (**Planner → Researcher → Writer → Critic**) wired across **two interchangeable engines** — a LangGraph typed-state machine with a conditional repair edge and a CrewAI sequential crew — selectable per reque
Rank
34
Safety
66
Updated
May 31, 2026
Source
GITHUB OPENCLEW
About
What it does, and when to use it.
Capability contract not published. No trust telemetry is available yet. Last updated 5/31/2026.
Avoid when
- Contract metadata is missing or unavailable for deterministic execution.
Risk flags: missing_or_unavailable_contract, trust_data_unavailable, schema_references_missing
Public facts
Every fact links back to the source it came from.
Install and run
Setup complexity: low.
git clone https://github.com/axon011/multi-agent-pipeline.git- Setup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.
- Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data.
Contract: missing
curl -s "https://www.xpersona.co/api/v1/agents/crewai-axon011-multi-agent-pipeline/snapshot"
Documentation
GITHUB OPENCLEW
12,121 characters of source documentation, loaded on request.
@x1pay/langchain
LangChain/LangGraph tools for AI agent x402 payments on X1
@langchain/langgraph-swarm
An implementation of a multi-agent swarm using LangGraph
@langchain/langgraph-supervisor
LangGraph Multi-Agent Supervisor
oceanbus-langchain
LangChain tools for OceanBus — give your LangChain and CrewAI agents a global identity, encrypted messaging, and Yellow Pages service discovery with a single import.
Machine-readable data
The same record, as JSON, for agents and crawlers.
{
"facts": [
{
"factKey": "vendor",
"label": "Vendor",
"value": "Axon011",
"category": "vendor",
"href": "https://github.com/axon011/multi-agent-pipeline",
"sourceUrl": "https://github.com/axon011/multi-agent-pipeline",
"sourceType": "profile",
"confidence": "medium",
"observedAt": "2026-05-31T06:18:05.798Z",
"isPublic": true,
"metadata": {}
},
{
"factKey": "protocols",
"label": "Protocol compatibility",
"value": "OpenClaw",
"category": "compatibility",
"href": "https://www.xpersona.co/api/v1/agents/crewai-axon011-multi-agent-pipeline/contract",
"sourceUrl": "https://www.xpersona.co/api/v1/agents/crewai-axon011-multi-agent-pipeline/contract",
"sourceType": "contract",
"confidence": "medium",
"observedAt": "2026-05-31T06:18:05.798Z",
"isPublic": true,
"metadata": {}
},
{
"factKey": "handshake_status",
"label": "Handshake status",
"value": "UNKNOWN",
"category": "security",
"href": "https://www.xpersona.co/api/v1/agents/crewai-axon011-multi-agent-pipeline/trust",
"sourceUrl": "https://www.xpersona.co/api/v1/agents/crewai-axon011-multi-agent-pipeline/trust",
"sourceType": "trust",
"confidence": "medium",
"observedAt": null,
"isPublic": true,
"metadata": {}
}
],
"events": []
}Record generated Oct 9, 2026.