examples

Prompttrail Examples

In this directory, we collect examples of prompttrail.

provider

In this directory, we give examples of how to use prompttrail as a thin wrapper around LLMs. If you want just to use LLMs, see these examples.

• provider/openai.py
  • This shows how to use prompttrail to generate prompts for OpenAI's GPT-3.5 / 4.
• provider/stream.py
  • If you want to use OpenAI's streaming feature, see this example.
• provider/google.py
  • This shows how to use prompttrail to generate prompts for Google's PaLM.
• provider/mock.py
  • This shows how you can mock APIs for testing.

agent

In this directory, we give examples of how to use prompttrail to create agents. If you want to use complex logic, function calling and so on, see these examples.

• agent/fermi_problem.py
  • This shows how to use prompttrail to create an simple agent which take multiple turns, call functions, and so on.
  • You can also see how you can mock the APIs for testing.
• agent/weather_forecast.py
  • This shows how to use prompttrail to create an agent which use function calling feature of prompttrail.

dogfooding

In this directory, we give examples of how to use prompttrail as we actually use in this directory.

• dogfooding/create_unit_test.py
  • This shows how to use prompttrail to create unit tests for prompttrail itself.
  • You can see the result in this PR
• dogfooding/fix_markdown.py
  • This shows how to use prompttrail to fix markdown files in this repository.
  • You can see the result in this PR