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Add cache_from_name and cache_chat #413

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Merged
merged 3 commits into from
Jul 2, 2024
Merged

Add cache_from_name and cache_chat #413

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eed87ff
Add cache_from_name and cache_chat
shilpakancharla Jun 29, 2024
8fd39b9
Resolve comments.
MarkDaoust Jul 2, 2024
8fda426
update cache sample
MarkDaoust Jul 2, 2024
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35 changes: 35 additions & 0 deletions samples/cache.py
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Original file line number Diff line number Diff line change
Expand Up @@ -96,6 +96,41 @@ def test_cache_update(self):
# [END cache_update]
cache.delete()

def test_cache_create_from_name(self):
# [START cache_create_from_name]
document = genai.upload_file(path=media / "a11.txt")
model_name = "gemini-1.5-flash-001"
cache = genai.caching.CachedContent.create(
model=model_name,
system_instruction="You are an expert analyzing transcripts.",
contents=[document],
)
apollo_model = genai.caching.CachedContent.from_cached_content(cache)
response = apollo_model.generate_content("Find a lighthearted moment from this transcript")
print(response.text)
# [END cache_create_from_name]
cache.delete()

def test_cache_chat(self):
# [START cache_chat]
document = genai.upload_file(path=media / "a11.txt")
model_name = "gemini-1.5-flash-001"
cache = genai.caching.CachedContent.create(
model=model_name,
system_instruction="You are an expert analyzing transcripts.",
contents=[document],
)
apollo_model = genai.GenerativeModel.from_cached_content(cached_content=cache)
chat = apollo_model.start_chat()
response = chat.send_message(
"Give me a quote from the most important part of the transcript."
)
print(response.text)
response = chat.send_message("What was recounted after that?")
print(response.text)
# [END cache_chat]
cache.delete()


if __name__ == "__main__":
absltest.main()
9 changes: 6 additions & 3 deletions samples/chat.py
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Original file line number Diff line number Diff line change
Expand Up @@ -31,7 +31,7 @@ def test_chat(self):
]
)
response = chat.send_message("I have 2 dogs in my house.")
print(response.text)
print(response.text)
response = chat.send_message("How many paws are in my house?")
print(response.text)
# [END chat]
Expand Down Expand Up @@ -62,11 +62,14 @@ def test_chat_streaming_with_images(self):
model = genai.GenerativeModel("gemini-1.5-flash")
chat = model.start_chat()

response = chat.send_message("Hello, I'm interested in learning about musical instruments. Can I show you one?", stream=True)
response = chat.send_message(
"Hello, I'm interested in learning about musical instruments. Can I show you one?",
stream=True,
)
for chunk in response:
print(chunk.text) # Yes.
print("_" * 80)

organ = genai.upload_file(media / "organ.jpg")
response = chat.send_message(
["What family of intruments does this instrument belong to?", organ], stream=True
Expand Down
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