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Add REST embeddings & system_instruction sample #429

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Jul 23, 2024
Merged

Add REST embeddings & system_instruction sample #429

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683aba3
Add REST embeddings sample
shilpakancharla Jul 3, 2024
56f8015
Add system_instruction shell script as well
shilpakancharla Jul 3, 2024
8c41f2b
Update region tags
shilpakancharla Jul 22, 2024
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32 changes: 32 additions & 0 deletions samples/rest/embeddings.sh
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Original file line number Diff line number Diff line change
@@ -0,0 +1,32 @@
set -eu

echo "[START embed_content]"
# [START embed_content]
curl "https://generativelanguage.googleapis.com/v1beta/models/text-embedding-004:embedContent?key=$GOOGLE_API_KEY" \
-H 'Content-Type: application/json' \
-d '{"model": "models/text-embedding-004",
"content": {
"parts":[{
"text": "Hello world"}]}, }' 2> /dev/null | head
# [END embed_content]

echo "[START batch_embed_contents]"
# [START batch_embed_contents]
curl "https://generativelanguage.googleapis.com/v1beta/models/text-embedding-004:batchEmbedContents?key=$GOOGLE_API_KEY" \
-H 'Content-Type: application/json' \
-d '{"requests": [{
"model": "models/text-embedding-004",
"content": {
"parts":[{
"text": "What is the meaning of life?"}]}, },
{
"model": "models/text-embedding-004",
"content": {
"parts":[{
"text": "How much wood would a woodchuck chuck?"}]}, },
{
"model": "models/text-embedding-004",
"content": {
"parts":[{
"text": "How does the brain work?"}]}, }, ]}' 2> /dev/null | grep -C 5 values
# [END batch_embed_contents]
13 changes: 13 additions & 0 deletions samples/rest/system_instruction.sh
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set -eu

echo "[START system_instruction]"
# [START system_instruction]
curl "https://generativelanguage.googleapis.com/v1beta/models/gemini-1.5-pro-latest:generateContent?key=$GOOGLE_API_KEY" \
-H 'Content-Type: application/json' \
-d '{ "system_instruction": {
"parts":
{ "text": "You are a cat. Your name is Neko."}},
"contents": {
"parts": {
"text": "Hello there"}}}'
# [END system_instruction]
4 changes: 2 additions & 2 deletions samples/system_instruction.py
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Expand Up @@ -19,14 +19,14 @@

class UnitTests(absltest.TestCase):
def test_system_instructions(self):
# [START system_instructions]
# [START system_instruction]
model = genai.GenerativeModel(
"models/gemini-1.5-flash",
system_instruction="You are a cat. Your name is Neko.",
)
response = model.generate_content("Good morning! How are you?")
print(response.text)
# [END system_instructions]
# [END system_instruction]


if __name__ == "__main__":
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