import openviking as ov

# Initialize OpenViking client with data directory
client = ov.SyncOpenViking(path="./data")

try:
    # Initialize the client
    client.initialize()

    # Add resource (supports URL, file, or directory)
    add_result = client.add_resource(
        path="/Users/bytedance/Downloads/exp/experience_data_mini.json",
        resource_type="json",  # 明确指定类型
        tags=["large_data", "agent_context", "structured"],
    )
    root_uri = add_result["root_uri"]

    # Explore the resource tree structure
    ls_result = client.ls(root_uri)
    print(f"Directory structure:\n{ls_result}\n")

    # Use glob to find markdown files
    glob_result = client.glob(pattern="**/*.md", uri=root_uri)
    if glob_result["matches"]:
        content = client.read(glob_result["matches"][0])
        print(f"Content preview: {content[:200]}...\n")

    # Wait for semantic processing to complete
    print("Wait for semantic processing...")
    client.wait_processed()

    # Get abstract and overview of the resource
    abstract = client.abstract(root_uri)
    overview = client.overview(root_uri)
    print(f"Abstract:\n{abstract}\n\nOverview:\n{overview}\n")

    # Perform semantic search
    results = client.find("what is openviking", target_uri=root_uri)
    print("Search results:")
    for r in results.resources:
        print(f"  {r.uri} (score: {r.score:.4f})")

    # Close the client
    client.close()

except Exception as e:
    print(f"Error: {e}")