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refactor: add print statements to show code flow in mify example #870

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AngeloDanducci merged 1 commit into from
Apr 21, 2026
+21 −5
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refactor: add print statements to show code flow in mify example #870

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26 changes: 21 additions & 5 deletions docs/examples/mify/mify.py
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Original file line number Diff line number Diff line change
Expand Up @@ -23,7 +23,7 @@ def __init__(self, name: str, last_purchase: str) -> None:
# You can also mify objects ad hoc.
class MyStoreClass:
def __init__(self, purchases: list[str]) -> None:
self.purchases: list[str]
self.purchases: list[str] = purchases


store = MyStoreClass(["Beans", "Soil", "Watering Can"])
Expand All @@ -32,8 +32,11 @@ def __init__(self, purchases: list[str]) -> None:

# Now, you can use these objects in MelleaSessions.
store.format_for_llm()
print("Starting a Mellea session and acting on the store object...")
m = start_session()
m.act(store)
act_result = m.act(store)
print("Model processed the store object.")
print(f"Result: {act_result}\n")


# However, unless your object/class has a __str__ function,
Expand All @@ -46,9 +49,12 @@ def __init__(self, location: str):
self.location = location


print("Customizing how objects are represented to the model...")
# M operations will now utilize that string representation of the
# object when interacting with it.
m.query(MyChain("Northeast"), "Where is my chain located?")
print("Asking: Where is my chain located?")
query_result = m.query(MyChain("Northeast"), "Where is my chain located?")
print(f"Answer: {query_result}\n")


# For more complicated representations, you can utilize mify
Expand Down Expand Up @@ -81,9 +87,12 @@ class MyOtherCompanyDatabase:
| Midwest | $420 |"""


m.query(
print("Controlling exactly what data is exposed to the model...")
print("Asking: What were sales for the Northeast branch?")
other_result = m.query(
MyOtherCompanyDatabase(), "What were sales for the Northeast branch this month?"
)
print(f"Answer: {other_result}\n")


# By default, mifying and object will also provide any functions
Expand All @@ -103,6 +112,13 @@ def from_markdown(cls, text: str) -> "MyDocumentLoader":
return doc


print("Using class methods as callable tools...")
# m.transform will be able to call the from_markdown function to return
# the poem as a MyDocumentLoader object.
m.transform(MyDocumentLoader(), "Write a poem.")

print("Prompt: Write a poem.")
transform_result = m.transform(
MyDocumentLoader(), "Write a poem based on this code object."
)
if hasattr(transform_result, "content"):
print(f"Result: {transform_result.content}\n")
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