Use it for
- Investigate spend, conversion and pacing changes across connected accounts.
- Generate reporting and prepare a proposed campaign change for an authorised reviewer.
Before you open it
Public source code; self-hosting or LangChain-managed deployment options may require infrastructure and connected platform accounts.
- Python 3.11+ and uv for local setup.
- Read-only platform connections for analysis; a separate write policy and authorised reviewer for live changes.
Supporting links
The people behind the resource
- LangChainMaintainer and original resource
Resource notes and library artwork curated by Paid Media Collective. The original work belongs to the contributors credited above. Inclusion does not imply a partnership or a member submission.
Apache-2.0. Review the repository licence and security guidance before deployment.
Source review and practical limitations
Provider overview reviewed · 25 October 2026. We reviewed the source to the level stated here; tools, courses and account workflows have not been tested end to end.
Update date shown by the source: 25 October 2026.
- Source code and README were reviewed; it was not installed or connected to an ad account.
- Available platforms, metrics and actions depend on configured integrations and permissions.
- Live changes are described as off by default and subject to a write policy and reviewer approval.
