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Load UUID Generator data to DuckDB

Build a UUID Generator to DuckDB pipeline with your coding agent. One prompt scaffolds it with the dltHub AI harness, plus the UUID Generator API base URL, auth, endpoints, and incremental loading.

SourceUUID GeneratorUUID Generator API DocumentationDestinationDuckDBIn-process analytical database. The default local destination for dlt pipelines.

A REST API for generating unique identifiers (UUIDs) with support for version specification and multiple output formats. Everything needed to build a working UUID Generator → DuckDB pipeline is on this page: the API's base URL, authentication, endpoints, pagination and incremental field — plus a prompt that hands the whole job to your coding agent.


Build your UUID Generator to DuckDB pipeline

Paste this prompt into Claude, Codex, or Cursor. The agent does the rest.

Prompt
Run uvx dlthub-init@latest to build a pipeline from UUID Generator to DuckDB and run it on dltHub

That scaffolds a dltHub workspace and installs the dltHub AI harness — the project rules, the secrets-management skill, and the dlt MCP server your agent needs to work safely. From there it reads the UUID Generator API, proposes the endpoints to load, then writes, runs and validates the pipeline while you review rather than type. Credentials are inspected through MCP tools, so your agent never reads secrets.toml itself. How the LLM-native workflow works →

Prefer to write it yourself? Every fact the agent uses is below.


UUID Generator API at a glance

Base URLhttps://api.apiverve.com/v1/uuidgenerator
Example endpointGET api/v4
Records found atuuids
Authenticationall requests require an API key passed in the header — sent in the Authorization header, prefixed Bearer
PaginationNot paginated
API referencehttps://fungenerators.com/products/documentation/uuid

These values come from the UUID Generator API reference — the authoritative source if anything here looks out of date.


How do I authenticate with the UUID Generator API?

Authentication is typically handled via a custom header such as X-API-Key. The required header is X-API-Key: <your_api_key>.

1. Get your credentials

To obtain API credentials, navigate to the provider's dashboard (e.g., https://apiverve.com, https://toolsmatic.me/api/signup, or https://oanor.com), sign up for a free account, and locate the API keys section in your account settings or developer portal to generate a new key.

2. Add them to .dlt/secrets.toml

[sources.uuid_generator_source] api_key = "your_api_key_here"

dlt reads this file automatically at runtime. With the harness, the setup-secrets skill prompts you for the values and never handles the raw credential in chat. For production, see setting up credentials with dlt.


What UUID Generator data can I load into DuckDB?

These are the UUID Generator endpoints dlt can load into DuckDB:

ResourceEndpointMethodData selectorDescription
uuid_v1/api/v1GETuuidsGenerates timestamp-based UUIDs
uuid_v4/api/v4GETuuidsGenerates random UUIDs
uuid_v6/api/v6GETuuidsGenerates sortable reordered timestamp UUIDs
uuid_v7/api/v7GETuuidsGenerates sortable Unix epoch timestamp UUIDs
uuid_generator_v4/api/uuid-generator/v4GETuuidsGenerates random UUIDs with version metadata

How do I load only new UUID Generator records?

The UUID Generator API reference does not document a timestamp or sequence field for these endpoints, so there is nothing to advertise here as verified. Pick a field from the endpoints table above that increases with every write, then set it as the cursor_path.

{"name": "uuid_v4", "endpoint": { "path": "api/v4", # Replace with a field that increases on every write. "incremental": {"cursor_path": "REPLACE_ME", "initial_value": "2024-01-01T00:00:00Z"}, }}

On the first run dlt loads everything from initial_value; on every run after that it requests only what changed and appends with write_disposition="merge" if you set a primary key. See incremental loading.


What does the generated UUID Generator pipeline look like?

A standard dlt REST API pipeline — the same code you would write by hand, loading /v1/uuidgenerator and /v1/uuid/generate from the UUID Generator API into DuckDB:

import dlt from dlt.sources.rest_api import RESTAPIConfig, rest_api_resources @dlt.source def uuid_generator_source(api_key=dlt.secrets.value): config: RESTAPIConfig = { "client": { "base_url": "https://api.apiverve.com/v1/uuidgenerator", "auth": {"type": "bearer", "token": api_key}, }, "resources": [ {"name": "uuid_v4", "endpoint": {"path": "api/v4", "data_selector": "uuids"}}, {"name": "uuid_v7", "endpoint": {"path": "api/v7", "data_selector": "uuids"}} ], } yield from rest_api_resources(config) def load_uuid_generator_to_duckdb() -> None: pipeline = dlt.pipeline( pipeline_name="uuid_generator_pipeline", destination="duckdb", dataset_name="uuid_generator_data", ) load_info = pipeline.run(uuid_generator_source()) print(load_info) if __name__ == "__main__": load_uuid_generator_to_duckdb()

Run it with python uuid_generator_pipeline.py. The agent iterates on this until it loads cleanly — you review and approve, rather than write it from scratch.


How do I query UUID Generator data in DuckDB?

dlt creates one table per resource. Query the loaded data with Python or SQL — or ask your agent to, through the MCP server's execute_sql_query tool.

Python (pandas DataFrame):

import dlt data = dlt.pipeline("uuid_generator_pipeline").dataset() df = data.uuid_v4.df() print(df.head())

SQL:

SELECT * FROM uuid_generator_data.uuid_v4 LIMIT 10;

See querying your data with dataset and exploring it in marimo notebooks.


How do I deploy the UUID Generator to DuckDB pipeline in production?

The pipeline runs locally, which is ideal for prototyping and one-off analysis. When you need it on a schedule, monitored on every load, and shared with your team, deploy the same dlt code on the dltHub platform — no infrastructure to maintain. The prompt above already ends with "run it on dltHub", so your agent can take it there directly.

  • Deploy & schedule — run the pipeline as a managed job with automatic retries.
  • Monitor — observable job queues, alerting, and load metrics for every run.
  • Transform — promote raw UUID Generator loads into governed, documented models.
  • Visualize & share — explore data in notebooks and publish live dashboards instead of static screenshots.

Book a demo →


What other destinations can I load UUID Generator data to?

dlt loads into any of these — only the destination argument changes:

DestinationExample value
PostgreSQL"postgres"
BigQuery"bigquery"
Snowflake"snowflake"
Redshift"redshift"
Databricks"databricks"
Filesystem (S3, GCS, Azure)"filesystem"

Set dlt.pipeline(destination="snowflake") and add credentials in .dlt/secrets.toml. On the dltHub platform the same pipeline runs against a managed Iceberg lakehouse. See the full destinations list.


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