> ## Documentation Index
> Fetch the complete documentation index at: https://docs.agno.com/llms.txt
> Use this file to discover all available pages before exploring further.

# GCP Integration: Google Cloud Storage

> Load files and folders from GCS buckets into your Knowledge base.

```python gcp.py theme={null}
"""
GCP Integration: Google Cloud Storage
=======================================
Load files and folders from GCS buckets into your Knowledge base.

Features:
- Load single files or entire prefixes recursively
- Automatic file type detection
- Service account or application default credentials

Requirements:
- GCP credentials configured
- GCS bucket with read access

Environment Variables:
    GOOGLE_APPLICATION_CREDENTIALS - Path to service account key file
    GCS_BUCKET_NAME               - GCS bucket name
"""

import asyncio
from os import getenv

from agno.knowledge.knowledge import Knowledge
from agno.knowledge.remote_content import GcsConfig
from agno.vectordb.qdrant import Qdrant

# ---------------------------------------------------------------------------
# Setup
# ---------------------------------------------------------------------------

gcs_config = GcsConfig(
    id="my-gcs-bucket",
    name="My GCS Bucket",
    bucket_name=getenv("GCS_BUCKET_NAME", "my-bucket"),
)

knowledge = Knowledge(
    name="GCS Knowledge",
    vector_db=Qdrant(
        collection="gcs_knowledge",
        url="http://localhost:6333",
    ),
    content_sources=[gcs_config],
)

# ---------------------------------------------------------------------------
# Run Demo
# ---------------------------------------------------------------------------

if __name__ == "__main__":

    async def main():
        # Single file
        print("\n" + "=" * 60)
        print("GCS: single file")
        print("=" * 60 + "\n")

        await knowledge.ainsert(
            name="Report",
            remote_content=gcs_config.file("reports/quarterly.pdf"),
        )

        # Folder
        print("\n" + "=" * 60)
        print("GCS: folder")
        print("=" * 60 + "\n")

        await knowledge.ainsert(
            name="All Reports",
            remote_content=gcs_config.folder("reports/"),
        )

        results = knowledge.search("What were the results?")
        for doc in results:
            print("- %s" % doc.name)

    asyncio.run(main())
```

## Run the Example

<Steps>
  <Snippet file="create-venv-step.mdx" />

  <Step title="Install dependencies">
    ```bash theme={null}
    uv pip install -U agno fastembed qdrant-client
    ```
  </Step>

  <Step title="Run Qdrant">
    ```bash theme={null}
    docker run -d --name qdrant -p 6333:6333 qdrant/qdrant:latest
    ```
  </Step>

  <Step title="Run the example">
    Save the code above as `gcp.py`, then run:

    ```bash theme={null}
    python gcp.py
    ```
  </Step>
</Steps>

Full source: [cookbook/07\_knowledge/05\_integrations/cloud/03\_gcp.py](https://github.com/agno-agi/agno/blob/main/cookbook/07_knowledge/05_integrations/cloud/03_gcp.py)