We can do variable templating like in Jinja2...
{% message system %}
You are a genius
{% endmessage %}
{% message user %}
My name is {{name}}. What is my name?
{% endmessage %}[
{
"type": "message",
"role": "system",
"template": [
{
"type": "text",
"content": "You are a genius"
}
]
},
{
"type": "message",
"role": "user",
"template": [
{
"type": "text",
"content": "My name is "
},
{
"type": "eval",
"value": "name"
},
{
"type": "text",
"content": ". What is my name?"
}
]
}
]We can evaluate python expressions...
{% message user %}
Alpha is {{alpha}}. Beta plus one is {{beta+1}}. Express {{alpha + 2 * beta}} in terms of alpha and beta.
{% endmessage %}[
{
"type": "message",
"role": "user",
"template": [
{
"type": "text",
"content": "Alpha is "
},
{
"type": "eval",
"value": "alpha"
},
{
"type": "text",
"content": ". Beta plus one is "
},
{
"type": "eval",
"value": "beta+1"
},
{
"type": "text",
"content": ". Express "
},
{
"type": "eval",
"value": "alpha + 2 * beta"
},
{
"type": "text",
"content": " in terms of alpha and beta."
}
]
}
]We can define loops within our prompts...
{% message user %}
I have three friends:
{% for friend in friends %}
- {{friend.name}} aged {{friend.age}}
{% endfor %}
Who is the oldest?
{% endmessage %} [
{
"type": "message",
"role": "user",
"template": [
{
"type": "text",
"content": "I have three friends:\n"
},
{
"type": "loop",
"content": "name",
"iterator": "friend",
"iterable": "friends",
"template": [
{
"type": "text",
"content": "\n- "
},
{
"type": "eval",
"value": "friend['name']"
},
{
"type": "text",
"content": " aged "
},
{
"type": "eval",
"value": "friend['age']"
}
]
},
{
"type": "text",
"content": "\n\nWho is the oldest?"
}
]
}
]We can define loops outside our prompts (to get few shot templates 🙀)...
{% for example in few_shot_examples %}
{% message user %}
What is {{example.alpha}} + {{example.beta}}?
{% endmessage %}
{% message assistant %}
{{example.alpha + example.beta}}
{% endmessage %}
{% endfor %}
{% message user %}
What is {{gamma}} + {{delta}}?
{% endmessage %}[{
"type": "loop",
"content": "example",
"iterator": "example",
"iterable": "few_shot_examples",
"template": [{
"type": "message",
"role": "user",
"template": [{
"type": "text",
"content": "What is "
}, {
"type": "eval",
"value": "example.alpha"
}, {
"type": "text",
"content": " + "
}, {
"type": "eval",
"value": "example.beta"
}, {
"type": "text",
"content": "?"
}]
}, {
"type": "message",
"role": "assistant",
"template": [{
"type": "eval",
"value": "example.alpha + example.beta"
}]
}]
}, {
"type": "message",
"role": "user",
"template": [{
"type": "text",
"content": "What is "
}, {
"type": "eval",
"value": "gamma"
}, {
"type": "text",
"content": " + "
}, {
"type": "eval",
"value": "delta"
}, {
"type": "text",
"content": "?"
}]
}]
React
Typescript
Django
Laravel
Facebook
Microsoft
Google
Alibaba
D3
Tencent