examples: add basic python example

This commit is contained in:
Jeffrey Morgan 2023-07-08 17:40:05 -04:00
parent a8dc0c9b5f
commit 993cb9fad6
2 changed files with 47 additions and 0 deletions

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# Python
This is a simple example of calling the Ollama api from a python app.
First, download a model:
```
curl -L https://huggingface.co/TheBloke/orca_mini_3B-GGML/resolve/main/orca-mini-3b.ggmlv3.q4_1.bin -o orca.bin
```
Then run it using the example script. You'll need to have Ollama running on your machine.
```
python3 main.py orca.bin
```

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examples/python/main.py Normal file
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import http.client
import json
import os
import sys
if len(sys.argv) < 2:
print("Usage: python main.py <model file>")
sys.exit(1)
conn = http.client.HTTPConnection('localhost', 11434)
headers = { 'Content-Type': 'application/json' }
# generate text from the model
conn.request("POST", "/api/generate", json.dumps({
'model': os.path.join(os.getcwd(), sys.argv[1]),
'prompt': 'write me a short story',
'stream': True
}), headers)
response = conn.getresponse()
def parse_generate(data):
for event in data.decode('utf-8').split("\n"):
if not event:
continue
yield event
if response.status == 200:
for chunk in response:
for event in parse_generate(chunk):
print(json.loads(event)['response'], end="", flush=True)