This project contains my examples exploring the APIs of
The following tools are needed
Just allows easy usage. Calling just without arguments shows a list of available commands
$ justSome of these scripts need command line arguments. You can call the program with the -h flag to get an explanation. For example
$ python src/openai_dialogue.py -h
usage: openai_dialogue.py [-h] filename turns [{gpt-3.5-turbo-1106,gpt-4-32k-0613,gpt-4-1106-preview}]
positional arguments:
filename the name of a json file
turns the number of turns
{gpt-3.5-turbo-1106,gpt-4-32k-0613,gpt-4-1106-preview}
the OpenAI model
options:
-h, --help show this help message and exit
There are the following examples
| File | Description |
|---|---|
| langchain_chain.py | Example for chain |
| langchain_conversation_chain.py | Example for a conversation |
| langchain_llm.py | Simple example |
| langchain_prompt_text2image.py | Example for prompt |
| langchain_rag.py | Example for chain with retrieval |
| langchain_rag_extended.py | Example for querying text with RAG |
| openai_chat.py | Example for chat |
| openai_completion.py | Example for completion |
| openai_detective.py | Solve a mystery, test for GTP4.5 Turbo |
| openai_dialogue_generic.py | Create a dialogue, see below |
| openai_image.py | Create an image from a prompt |
| openai_speak.py | Create audio from a prompt |
A more advanced example is the creation of dialogues of two or more agents.
The scene of a dialog can be specified in a yaml or json file. See the examples folder and the next section.
The following example is specification of a scene.
description: >
This is the balcony scene similiar to 'Romeo and Juliet' by William Shakespeare but in 2023.
Do not say more than 4 sentences.
persons:
- name: Romeo
prompt: You are Romeo but more like a gangsta rapper, you speak short and precise. You want a date with Juliet.
voice: onyx
- name: Juliet
prompt: You are Julie but more like a Curt Cobain and you do not like to talk much.
voice: novaAnd this is an example session
$ python src/openai_dialogue.py examples/modern_romeo_and_juliet.yaml 2 "gpt-4-1106-preview"
----------------------------------------------------
[Romeo] Yo, Jules, peepin' ya still, queen of my world – fly high in them skies.
Light it up, my night's delight; how 'bout we roll, just you and I?
Words ain't enough, babe, gotta show; let's bounce, hit the town, it's our time.
Drop a pin, I'll scoop you fast; together, we'll set this night on fire, make it sublime.
----------------------------------------------------
[Juliet] Yeah, it's me. What's up?
----------------------------------------------------
Yo, Jules, it's me, 'Romeo';
I'm down here dreamin' 'bout us, solo.
Holla at your window, let's not wait,
Slide down, girl, it's fate – don't be late.
----------------------------------------------------
[Juliet] Not much to say; let's flee the talk.
Beneath your pane, I'll meet you—walk?
This night's ours, no need for light.
Let's vanish, just feels right.
With src/openai_dialogue_generator.py you can generate dialogue descriptions and modify them afterwards if needed.
$ python src/openai_dialogue_generator.py "Ernie and Bert discuss if they should eat cake or cookies"
---------------------------------------------
description: >
Ernie and Bert are having a discussion in their living room about what they should have for dessert - cake or cookies.
They are sitting on their couch, surrounded by their favorite toys and books.
persons:
- name: Ernie
prompt: You are Ernie, and you love the idea of having cake for dessert. Use excitement and exclamation in your speech to convince Bert.
voice: onyx
- name: Bert
prompt: You are Bert, and you prefer cookies over cake. Use a calm and reasoned tone to persuade Ernie that cookies are the better choice.
voice: nova
Create a .env file
GOOGLE_API_KEY=<INSERT-YOUR-KEY-HERE>
OPENAI_API_KEY=<INSERT-YOUR-KEY-HERE>
or set these on the command line, e.g.
$ export OPENAI_API_KEY="<INSERT-YOUR-KEY-HERE>"