microsoft--promptflow/examples/tools/use-cases/custom_llm_tool_showcase

Flow with custom_llm tool

This is a flow demonstrating how to use a custom_llm tool, which enables users to seamlessly connect to a large language model with prompt tuning experience using a PromptTemplate.

Tools used in this flow:

• custom_llm Tool

Connections used in this flow:

• custom connection

Prerequisites

Install promptflow sdk and other dependencies:

pip install -r requirements.txt

Setup connection

Create connection if you haven't done that.

# Override keys with --set to avoid yaml file changes
pf connection create -f custom_connection.yml --set secrets.api_key=<your_api_key> configs.api_base=<your_api_base>

Ensure you have created basic_custom_connection connection.

pf connection show -n basic_custom_connection

Run flow

• Test flow

pf flow test --flow .