A simple Dspy program which uses the DSPy library to do some math.
Assuming that we have a bunch of math related questions that we wish to ask LLM, we create a DSPy program that will do the math for us.
In this experiment, we use Chain of Thought to ask the question "What is 1 + 1?"
We train the DSPy program with the following examples to Bootstrap it:
{
"inputs": [
{
"question": "What is 193+934",
"answer": "1127"
},
{
"question": "What is 565+916",
"answer": "1481"
},
{
"question": "What is 80+920",
"answer": "1000"
},
{
"question": "What is 528+254",
"answer": "782"
},
{
"question": "What is 674+840",
"answer": "1514"
},
{
"question": "What is 788+330",
"answer": "1118"
},
{
"question": "What is 520+735",
"answer": "1255"
},
{
"question": "What is 630+852",
"answer": "1482"
},
{
"question": "What is 835+76",
"answer": "911"
},
{
"question": "What is 27+128",
"answer": "155"
}
]
}