trustgraph/trustgraph-cli/scripts/tg-invoke-llm
2025-02-10 16:30:53 +00:00

73 lines
1.5 KiB
Python
Executable file

#!/usr/bin/env python3
"""
Invokes the text completion service by specifying an LLM system prompt
and user prompt. Both arguments are required.
"""
import argparse
import os
import json
from trustgraph.clients.llm_client import LlmClient
default_pulsar_host = os.getenv("PULSAR_HOST", 'pulsar://localhost:6650')
default_pulsar_api_key = os.getenv("PULSAR_API_KEY", None)
def query(pulsar_host, system, prompt, pulsar_api_key=None):
cli = LlmClient(pulsar_host=pulsar_host, pulsar_api_key=pulsar_api_key)
resp = cli.request(system=system, prompt=prompt)
print(resp)
def main():
parser = argparse.ArgumentParser(
prog='tg-invoke-llm',
description=__doc__,
)
parser.add_argument(
'-p', '--pulsar-host',
default=default_pulsar_host,
help=f'Pulsar host (default: {default_pulsar_host})',
)
parser.add_argument(
'system',
nargs=1,
help='LLM system prompt e.g. You are a helpful assistant',
)
parser.add_argument(
'prompt',
nargs=1,
help='LLM prompt e.g. What is 2 + 2?',
)
parser.add_argument(
'--pulsar-api-key',
default=default_pulsar_api_key,
help=f'Pulsar API key',
)
args = parser.parse_args()
try:
query(
pulsar_host=args.pulsar_host,
system=args.system[0],
prompt=args.prompt[0],
pulsar_api_key=args.pulsar_api_key,
)
except Exception as e:
print("Exception:", e, flush=True)
main()