mirror of
https://github.com/trustgraph-ai/trustgraph.git
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310a2deb06
* Tidy up duplicate tech specs in doc directory * Streaming LLM text-completion service tech spec. * text-completion and prompt interfaces * streaming change applied to all LLMs, so far tested with VertexAI * Skip Pinecone unit tests, upstream module issue is affecting things, tests are passing again * Added agent streaming, not working and has broken tests
121 lines
No EOL
2.7 KiB
Python
121 lines
No EOL
2.7 KiB
Python
"""
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Invokes the text completion service by specifying an LLM system prompt
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and user prompt. Both arguments are required.
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"""
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import argparse
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import os
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import json
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import uuid
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import asyncio
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from websockets.asyncio.client import connect
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default_url = os.getenv("TRUSTGRAPH_URL", 'ws://localhost:8088/')
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async def query(url, flow_id, system, prompt, streaming=True):
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if not url.endswith("/"):
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url += "/"
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url = url + "api/v1/socket"
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mid = str(uuid.uuid4())
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async with connect(url) as ws:
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req = {
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"id": mid,
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"service": "text-completion",
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"flow": flow_id,
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"request": {
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"system": system,
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"prompt": prompt,
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"streaming": streaming
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}
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}
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await ws.send(json.dumps(req))
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while True:
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msg = await ws.recv()
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obj = json.loads(msg)
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if "error" in obj:
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raise RuntimeError(obj["error"])
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if obj["id"] != mid:
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continue
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if "response" in obj["response"]:
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if streaming:
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# Stream output to stdout without newline
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print(obj["response"]["response"], end="", flush=True)
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else:
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# Non-streaming: print complete response
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print(obj["response"]["response"])
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if obj["complete"]:
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if streaming:
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# Add final newline after streaming
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print()
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break
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await ws.close()
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def main():
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parser = argparse.ArgumentParser(
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prog='tg-invoke-llm',
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description=__doc__,
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)
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parser.add_argument(
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'-u', '--url',
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default=default_url,
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help=f'API URL (default: {default_url})',
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)
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parser.add_argument(
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'system',
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nargs=1,
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help='LLM system prompt e.g. You are a helpful assistant',
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)
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parser.add_argument(
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'prompt',
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nargs=1,
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help='LLM prompt e.g. What is 2 + 2?',
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)
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parser.add_argument(
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'-f', '--flow-id',
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default="default",
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help=f'Flow ID (default: default)'
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)
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parser.add_argument(
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'--no-streaming',
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action='store_true',
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help='Disable streaming (default: streaming enabled)'
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)
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args = parser.parse_args()
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try:
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asyncio.run(query(
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url=args.url,
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flow_id=args.flow_id,
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system=args.system[0],
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prompt=args.prompt[0],
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streaming=not args.no_streaming
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))
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except Exception as e:
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print("Exception:", e, flush=True)
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if __name__ == "__main__":
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main() |