Postgres

PostgresTools enable an Agent to interact with a PostgreSQL database.

Prerequisites

The following example requires the psycopg and openai libraries.

uv pip install -U "psycopg[binary]" openai

You will also need a database. The following example uses a Postgres database running in a Docker container.

docker run -d \
  -e POSTGRES_DB=ai \
  -e POSTGRES_USER=ai \
  -e POSTGRES_PASSWORD=ai \
  -e PGDATA=/var/lib/postgresql \
  -v pgvolume:/var/lib/postgresql \
  -p 5532:5432 \
  --name pgvector \
  agnohq/pgvector:18

Example

The following agent will list all tables in the database.

cookbook/91_tools/postgres_tools.py

from agno.agent import Agent
from agno.tools.postgres import PostgresTools

agent = Agent(
    tools=[
        PostgresTools(
            host="localhost",
            port=5532,
            db_name="ai",
            user="ai",
            password="ai",
            table_schema="ai",
        )
    ]
)

agent.print_response(
    "List the tables in the database and summarize one of the tables", markdown=True
)

Toolkit Params

Name	Type	Default	Description
`connection`	`Optional[PgConnection[DictRow]]`	`None`	Optional existing psycopg connection object.
`db_name`	`Optional[str]`	`None`	Optional name of the database to connect to.
`user`	`Optional[str]`	`None`	Optional username for database authentication.
`password`	`Optional[str]`	`None`	Optional password for database authentication.
`host`	`Optional[str]`	`None`	Optional host for the database connection.
`port`	`Optional[int]`	`None`	Optional port for the database connection.
`table_schema`	`str`	`public`	Schema name to search for tables.

Toolkit Functions

Function	Description
`show_tables`	Retrieves and displays a list of tables in the database. Returns the list of tables.
`describe_table`	Describes the structure of a specified table by returning its columns, data types, and nullability. Parameters include `table` (str) to specify the table name. Returns the table description.
`summarize_table`	Summarizes a table by computing aggregates such as min, max, average, standard deviation, and non-null counts for numeric columns, or unique values and average length for text columns. Parameters include `table` (str) to specify the table name. Returns the summary of the table.
`inspect_query`	Inspects an SQL query by returning the query plan using EXPLAIN. Parameters include `query` (str) to specify the SQL query. Returns the query plan.
`export_table_to_path`	Exports a specified table in CSV format to a given path. Parameters include `table` (str) to specify the table name and `path` (str) to specify where to save the file. Returns the result of the export operation.
`run_query`	Executes a read-only SQL query and returns the result. Parameters include `query` (str) to specify the SQL query. Returns the result of the query execution.

You can use include_tools or exclude_tools to modify the list of tools the agent has access to. Learn more about selecting tools.

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Prerequisites

Example

Toolkit Params

Toolkit Functions

Developer Resources

​Prerequisites

​Example

​Toolkit Params

​Toolkit Functions

​Developer Resources

Prerequisites

Example

Toolkit Params

Toolkit Functions

Developer Resources