genai-toolbox/docs/en/resources/sources/snowflake.md at d013badbdace895d9cbb5572b85d3fffa8917187

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Yuan Teoh 293c1d6889 feat!: update configuration file v2 (#2369 )

This PR introduces a significant update to the Toolbox configuration
file format, which is one of the primary **breaking changes** required
for the implementation of the Advanced Control Plane.

# Summary of Changes
The configuration schema has been updated to enforce resource isolation
and facilitate atomic, incremental updates.
* Resource Isolation: Resource definitions are now separated into
individual blocks, using a distinct structure for each resource type
(Source, Tool, Toolset, etc.). This improves readability, management,
and auditing of configuration files.
* Field Name Modification: Internal field names have been modified to
align with declarative methodologies. Specifically, the configuration
now separates kind (general resource type, e.g., Source) from type
(specific implementation, e.g., Postgres).

# User Impact
Existing tools.yaml configuration files are now in an outdated format.
Users must eventually update their files to the new YAML format.

# Mitigation & Compatibility
Backward compatibility is maintained during this transition to ensure no
immediate user action is required for existing files.
* Immediate Backward Compatibility: The source code includes a
pre-processing layer that automatically detects outdated configuration
files (v1 format) and converts them to the new v2 format under the hood.
* [COMING SOON] Migration Support: The new toolbox migrate subcommand
will be introduced to allow users to automatically convert their old
configuration files to the latest format.

# Example
Example for config file v2:
```
kind: sources
name: my-pg-instance
type: cloud-sql-postgres
project: my-project
region: my-region
instance: my-instance
database: my_db
user: my_user
password: my_pass
---
kind: authServices
name: my-google-auth
type: google
clientId: testing-id
---
kind: tools
name: example_tool
type: postgres-sql
source: my-pg-instance
description: some description
statement: SELECT * FROM SQL_STATEMENT;
parameters:
- name: country
  type: string
  description: some description
---
kind: tools
name: example_tool_2
type: postgres-sql
source: my-pg-instance
description: returning the number one
statement: SELECT 1;
---
kind: toolsets
name: example_toolset
tools:
- example_tool
```

---------

Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: Averi Kitsch <akitsch@google.com>

2026-01-27 16:58:43 -08:00

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title, type, weight, description

title	type	weight	description
Snowflake	docs	1	Snowflake is a cloud-based data platform.

About

Snowflake is a cloud data platform that provides a data warehouse-as-a-service designed for the cloud.

Available Tools

snowflake-sql
Execute SQL queries as prepared statements in Snowflake.
snowflake-execute-sql
Run parameterized SQL statements in Snowflake.

Requirements

Database User

This source only uses standard authentication. You will need to create a Snowflake user to login to the database with.

Example

kind: sources
name: my-sf-source
type: snowflake
account: ${SNOWFLAKE_ACCOUNT}
user: ${SNOWFLAKE_USER}
password: ${SNOWFLAKE_PASSWORD}
database: ${SNOWFLAKE_DATABASE}
schema: ${SNOWFLAKE_SCHEMA}
warehouse: ${SNOWFLAKE_WAREHOUSE}
role: ${SNOWFLAKE_ROLE}

{{< notice tip >}} Use environment variable replacement with the format ${ENV_NAME} instead of hardcoding your secrets into the configuration file. {{< /notice >}}

Reference

field	type	required	description
type	string	true	Must be "snowflake".
account	string	true	Your Snowflake account identifier.
user	string	true	Name of the Snowflake user to connect as (e.g. "my-sf-user").
password	string	true	Password of the Snowflake user (e.g. "my-password").
database	string	true	Name of the Snowflake database to connect to (e.g. "my_db").
schema	string	true	Name of the schema to use (e.g. "my_schema").
warehouse	string	false	The virtual warehouse to use. Defaults to "COMPUTE_WH".
role	string	false	The security role to use. Defaults to "ACCOUNTADMIN".
timeout	integer	false	The connection timeout in seconds. Defaults to 60.

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