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45 changes: 45 additions & 0 deletions examples/openai_client.py
Original file line number Diff line number Diff line change
@@ -0,0 +1,45 @@
import json
import os
from openai import OpenAI
import dotenv
from javelin_sdk import (
JavelinClient,
JavelinConfig,
)

javelin_api_key = os.getenv('JAVELIN_API_KEY')
llm_api_key = os.getenv("OPENAI_API_KEY")

# Create OpenAI client
openai_client = OpenAI(api_key=llm_api_key)

# Initialize Javelin Client
config = JavelinConfig(
# base_url="https://api-dev.javelin.live",
base_url="http://localhost:8000",
javelin_api_key=javelin_api_key,
)
client = JavelinClient(config)
client.register_openai(openai_client, route_name="openai")

# Call OpenAI endpoints
chat_completions = openai_client.chat.completions.create(
model="gpt-3.5-turbo",
messages=[{"role": "user", "content": "What is machine learning?"}],
)
print(chat_completions.model_dump_json(indent=2))

completions = openai_client.completions.create(
model="gpt-3.5-turbo-instruct",
prompt="What is machine learning?",
max_tokens=7,
temperature=0
)
print(completions.model_dump_json(indent=2))

embeddings = openai_client.embeddings.create(
model="text-embedding-ada-002",
input="The food was delicious and the waiter...",
encoding_format="float"
)
print(embeddings.model_dump_json(indent=2))
112 changes: 112 additions & 0 deletions javelin_sdk/client.py
Original file line number Diff line number Diff line change
Expand Up @@ -28,6 +28,7 @@ class JavelinClient:
def __init__(self, config: JavelinConfig) -> None:
self.config = config
self.base_url = urljoin(config.base_url, config.api_version or "/v1")

self._headers = {
"x-api-key": config.javelin_api_key,
}
Expand All @@ -42,6 +43,7 @@ def __init__(self, config: JavelinConfig) -> None:
self.bedrock_session = None
self.default_bedrock_route = None
self.use_default_bedrock_route = False
self.openai_base_url = None

self.gateway_service = GatewayService(self)
self.provider_service = ProviderService(self)
Expand Down Expand Up @@ -90,6 +92,116 @@ async def aclose(self):
def close(self):
if self._client:
self._client.close()

def register_openai(self,
openai_client: Any,
route_name: str = None) -> Any:
"""
Register the passed-in OpenAI client so that calls to:
- client.chat.completions.create(...)
- client.completions.create(...)
- client.embeddings.create(...)
are intercepted by Javelin.

Additionally sets:
- openai_client.base_url to self.base_url
- openai_client._custom_headers to include self._headers
"""

# Store the OpenAI base URL
if self.openai_base_url is None:
self.openai_base_url = openai_client.base_url

# Point the OpenAI client to Javelin's base URL
openai_client.base_url=self.base_url

if not hasattr(openai_client, "_custom_headers"):
openai_client._custom_headers = {}
openai_client._custom_headers.update(self._headers)

base_url_str = str(self.openai_base_url)
# Remove trailing slash if present
if base_url_str.endswith("/"):
base_url_str = base_url_str[:-1]

# Update Javelin headers into the client's _custom_headers
openai_client._custom_headers["x-javelin-provider"] = base_url_str
openai_client._custom_headers["x-javelin-route"] = route_name

# Print out the headers you’ve set (for debug)
print("DEBUG - Patched OpenAI client headers:", openai_client._custom_headers)

# Store references to the original methods
original_chat_completions_create = openai_client.chat.completions.create
original_completions_create = openai_client.completions.create
original_embeddings_create = openai_client.embeddings.create

# Define patched versions, injecting Javelin logs/traces

def patched_chat_completions_create(*args, **kwargs):
# BEFORE calling original
'''
TODO: self.trace_service.log_trace(
message="OpenAI chat.completions.create called",
extra={"args": args, "kwargs": kwargs},
)
'''

# Call the real method
response = original_chat_completions_create(*args, **kwargs)

# AFTER calling original
'''
TODO: self.trace_service.log_trace(
message="OpenAI chat.completions.create response",
extra={"response": response},
)
'''
return response

def patched_completions_create(*args, **kwargs):
'''
TODO: self.trace_service.log_trace(
message="OpenAI completions.create called",
extra={"args": args, "kwargs": kwargs},
)
'''

response = original_completions_create(*args, **kwargs)

'''
TODO: self.trace_service.log_trace(
message="OpenAI completions.create response",
extra={"response": response},
)
'''
return response

def patched_embeddings_create(*args, **kwargs):
'''
TODO: self.trace_service.log_trace(
message="OpenAI embeddings.create called",
extra={"args": args, "kwargs": kwargs},
)
'''

response = original_embeddings_create(*args, **kwargs)

'''
TODO: self.trace_service.log_trace(
message="OpenAI embeddings.create response",
extra={"response": response},
)
'''
return response

# patch the client’s methods
openai_client.chat.completions.create = patched_chat_completions_create
openai_client.completions.create = patched_completions_create
openai_client.embeddings.create = patched_embeddings_create

# Return the patched client
return openai_client

def register_bedrock(self,
bedrock_runtime_client: Any,
Expand Down
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