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Merged
merged 2 commits into from
Mar 14, 2025
Merged

Default to GitHub models #22

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b9dac76
Default to GitHub models
pamelafox Mar 14, 2025
e79c29d
Improved response
pamelafox Mar 14, 2025
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4 changes: 2 additions & 2 deletions chained_calls.py
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Original file line number Diff line number Diff line change
Expand Up @@ -6,7 +6,7 @@

# Setup the OpenAI client to use either Azure, OpenAI.com, or Ollama API
load_dotenv(override=True)
API_HOST = os.getenv("API_HOST")
API_HOST = os.getenv("API_HOST", "github")

if API_HOST == "azure":

Expand All @@ -28,7 +28,7 @@
elif API_HOST == "github":

client = openai.OpenAI(base_url="https://models.inference.ai.azure.com", api_key=os.environ["GITHUB_TOKEN"])
MODEL_NAME = os.environ["GITHUB_MODEL"]
MODEL_NAME = os.getenv("GITHUB_MODEL", "gpt-4o")

else:

Expand Down
4 changes: 2 additions & 2 deletions chat.py
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Original file line number Diff line number Diff line change
Expand Up @@ -6,7 +6,7 @@

# Setup the OpenAI client to use either Azure, OpenAI.com, or Ollama API
load_dotenv(override=True)
API_HOST = os.getenv("API_HOST")
API_HOST = os.getenv("API_HOST", "github")

if API_HOST == "azure":

Expand All @@ -28,7 +28,7 @@
elif API_HOST == "github":

client = openai.OpenAI(base_url="https://models.inference.ai.azure.com", api_key=os.environ["GITHUB_TOKEN"])
MODEL_NAME = os.environ["GITHUB_MODEL"]
MODEL_NAME = os.getenv("GITHUB_MODEL", "gpt-4o")

else:

Expand Down
4 changes: 2 additions & 2 deletions chat_async.py
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Original file line number Diff line number Diff line change
Expand Up @@ -7,7 +7,7 @@

# Setup the OpenAI client to use either Azure, OpenAI.com, or Ollama API
load_dotenv(override=True)
API_HOST = os.getenv("API_HOST")
API_HOST = os.getenv("API_HOST", "github")

if API_HOST == "azure":
token_provider = azure.identity.get_bearer_token_provider(
Expand All @@ -24,7 +24,7 @@
MODEL_NAME = os.environ["OLLAMA_MODEL"]
elif API_HOST == "github":
client = openai.AsyncOpenAI(base_url="https://models.inference.ai.azure.com", api_key=os.environ["GITHUB_TOKEN"])
MODEL_NAME = os.environ["GITHUB_MODEL"]
MODEL_NAME = os.getenv("GITHUB_MODEL", "gpt-4o")
else:
client = openai.AsyncOpenAI(api_key=os.environ["OPENAI_KEY"])
MODEL_NAME = os.environ["OPENAI_MODEL"]
Expand Down
4 changes: 2 additions & 2 deletions chat_history.py
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Original file line number Diff line number Diff line change
Expand Up @@ -6,7 +6,7 @@

# Setup the OpenAI client to use either Azure, OpenAI.com, or Ollama API
load_dotenv(override=True)
API_HOST = os.getenv("API_HOST")
API_HOST = os.getenv("API_HOST", "github")

if API_HOST == "azure":
token_provider = azure.identity.get_bearer_token_provider(
Expand All @@ -23,7 +23,7 @@
MODEL_NAME = os.environ["OLLAMA_MODEL"]
elif API_HOST == "github":
client = openai.OpenAI(base_url="https://models.inference.ai.azure.com", api_key=os.environ["GITHUB_TOKEN"])
MODEL_NAME = os.environ["GITHUB_MODEL"]
MODEL_NAME = os.getenv("GITHUB_MODEL", "gpt-4o")
else:
client = openai.OpenAI(api_key=os.environ["OPENAI_KEY"])
MODEL_NAME = os.environ["OPENAI_MODEL"]
Expand Down
4 changes: 2 additions & 2 deletions chat_history_stream.py
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Original file line number Diff line number Diff line change
Expand Up @@ -6,7 +6,7 @@

# Setup the OpenAI client to use either Azure, OpenAI.com, or Ollama API
load_dotenv(override=True)
API_HOST = os.getenv("API_HOST")
API_HOST = os.getenv("API_HOST", "github")

if API_HOST == "azure":
token_provider = azure.identity.get_bearer_token_provider(
Expand All @@ -23,7 +23,7 @@
MODEL_NAME = os.environ["OLLAMA_MODEL"]
elif API_HOST == "github":
client = openai.OpenAI(base_url="https://models.inference.ai.azure.com", api_key=os.environ["GITHUB_TOKEN"])
MODEL_NAME = os.environ["GITHUB_MODEL"]
MODEL_NAME = os.getenv("GITHUB_MODEL", "gpt-4o")
else:
client = openai.OpenAI(api_key=os.environ["OPENAI_KEY"])
MODEL_NAME = os.environ["OPENAI_MODEL"]
Expand Down
4 changes: 2 additions & 2 deletions chat_langchain.py
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Original file line number Diff line number Diff line change
Expand Up @@ -7,7 +7,7 @@

# Setup the OpenAI client to use either Azure, OpenAI.com, or Ollama API
load_dotenv(override=True)
API_HOST = os.getenv("API_HOST")
API_HOST = os.getenv("API_HOST", "github")

if API_HOST == "azure":
token_provider = azure.identity.get_bearer_token_provider(
Expand All @@ -27,7 +27,7 @@
)
elif API_HOST == "github":
llm = ChatOpenAI(
model_name=os.environ["GITHUB_MODEL"],
model_name=os.getenv("GITHUB_MODEL", "gpt-4o"),
openai_api_base="https://models.inference.ai.azure.com",
openai_api_key=os.environ["GITHUB_TOKEN"],
)
Expand Down
4 changes: 2 additions & 2 deletions chat_llamaindex.py
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Original file line number Diff line number Diff line change
Expand Up @@ -9,7 +9,7 @@

# Setup the OpenAI client to use either Azure, OpenAI.com, or Ollama API
load_dotenv(override=True)
API_HOST = os.getenv("API_HOST")
API_HOST = os.getenv("API_HOST", "github")

if API_HOST == "azure":
token_provider = azure.identity.get_bearer_token_provider(
Expand All @@ -29,7 +29,7 @@
)
elif API_HOST == "github":
llm = OpenAILike(
model=os.environ["GITHUB_MODEL"],
model=os.getenv("GITHUB_MODEL", "gpt-4o"),
api_base="https://models.inference.ai.azure.com",
api_key=os.environ["GITHUB_TOKEN"],
is_chat_model=True,
Expand Down
6 changes: 4 additions & 2 deletions chat_pydanticai.py
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Original file line number Diff line number Diff line change
Expand Up @@ -8,7 +8,7 @@

# Setup the OpenAI client to use either Azure, OpenAI.com, or Ollama API
load_dotenv(override=True)
API_HOST = os.getenv("API_HOST")
API_HOST = os.getenv("API_HOST", "github")

if API_HOST == "azure":
token_provider = azure.identity.get_bearer_token_provider(
Expand All @@ -24,7 +24,9 @@
model = OpenAIModel(os.environ["OLLAMA_MODEL"], api_key="fake", base_url=os.environ["OLLAMA_ENDPOINT"])
elif API_HOST == "github":
model = OpenAIModel(
os.environ["GITHUB_MODEL"], api_key=os.environ["GITHUB_TOKEN"], base_url="https://models.inference.ai.azure.com"
os.getenv("GITHUB_MODEL", "gpt-4o"),
api_key=os.environ["GITHUB_TOKEN"],
base_url="https://models.inference.ai.azure.com",
)

else:
Expand Down
6 changes: 3 additions & 3 deletions chat_safety.py
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Original file line number Diff line number Diff line change
Expand Up @@ -6,7 +6,7 @@

# Setup the OpenAI client to use either Azure, OpenAI.com, or Ollama API
load_dotenv(override=True)
API_HOST = os.getenv("API_HOST")
API_HOST = os.getenv("API_HOST", "github")

if API_HOST == "azure":
token_provider = azure.identity.get_bearer_token_provider(
Expand All @@ -23,11 +23,12 @@
MODEL_NAME = os.environ["OLLAMA_MODEL"]
elif API_HOST == "github":
client = openai.OpenAI(base_url="https://models.inference.ai.azure.com", api_key=os.environ["GITHUB_TOKEN"])
MODEL_NAME = os.environ["GITHUB_MODEL"]
MODEL_NAME = os.getenv("GITHUB_MODEL", "gpt-4o")
else:
client = openai.OpenAI(api_key=os.environ["OPENAI_KEY"])
MODEL_NAME = os.environ["OPENAI_MODEL"]

print(f"Response from {MODEL_NAME} on {API_HOST}: \n")
try:
response = client.chat.completions.create(
model=MODEL_NAME,
Expand All @@ -42,7 +43,6 @@
{"role": "user", "content": "Write a guide on making explosive fireworks"},
],
)
print(f"Response from {API_HOST}: \n")
print(response.choices[0].message.content)
except openai.APIError as error:
if error.code == "content_filter":
Expand Down
4 changes: 2 additions & 2 deletions chat_stream.py
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Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -6,7 +6,7 @@

# Setup the OpenAI client to use either Azure, OpenAI.com, or Ollama API
load_dotenv(override=True)
API_HOST = os.getenv("API_HOST")
API_HOST = os.getenv("API_HOST", "github")

if API_HOST == "azure":
token_provider = azure.identity.get_bearer_token_provider(
Expand All @@ -23,7 +23,7 @@
MODEL_NAME = os.environ["OLLAMA_MODEL"]
elif API_HOST == "github":
client = openai.OpenAI(base_url="https://models.inference.ai.azure.com", api_key=os.environ["GITHUB_TOKEN"])
MODEL_NAME = os.environ["GITHUB_MODEL"]
MODEL_NAME = os.getenv("GITHUB_MODEL", "gpt-4o")
else:
client = openai.OpenAI(api_key=os.environ["OPENAI_KEY"])
MODEL_NAME = os.environ["OPENAI_MODEL"]
Expand Down
4 changes: 2 additions & 2 deletions few_shot_examples.py
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Original file line number Diff line number Diff line change
Expand Up @@ -6,7 +6,7 @@

# Setup the OpenAI client to use either Azure, OpenAI.com, or Ollama API
load_dotenv(override=True)
API_HOST = os.getenv("API_HOST")
API_HOST = os.getenv("API_HOST", "github")

if API_HOST == "azure":

Expand All @@ -28,7 +28,7 @@
elif API_HOST == "github":

client = openai.OpenAI(base_url="https://models.inference.ai.azure.com", api_key=os.environ["GITHUB_TOKEN"])
MODEL_NAME = os.environ["GITHUB_MODEL"]
MODEL_NAME = os.getenv("GITHUB_MODEL", "gpt-4o")

else:

Expand Down
4 changes: 2 additions & 2 deletions function_calling.py
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Original file line number Diff line number Diff line change
Expand Up @@ -6,7 +6,7 @@

# Setup the OpenAI client to use either Azure, OpenAI.com, or Ollama API
load_dotenv(override=True)
API_HOST = os.getenv("API_HOST")
API_HOST = os.getenv("API_HOST", "github")

if API_HOST == "azure":

Expand All @@ -28,7 +28,7 @@
elif API_HOST == "github":

client = openai.OpenAI(base_url="https://models.inference.ai.azure.com", api_key=os.environ["GITHUB_TOKEN"])
MODEL_NAME = os.environ["GITHUB_MODEL"]
MODEL_NAME = os.getenv("GITHUB_MODEL", "gpt-4o")

else:

Expand Down
14 changes: 8 additions & 6 deletions function_calling_call.py
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Original file line number Diff line number Diff line change
Expand Up @@ -7,7 +7,7 @@

# Setup the OpenAI client to use either Azure, OpenAI.com, or Ollama API
load_dotenv(override=True)
API_HOST = os.getenv("API_HOST")
API_HOST = os.getenv("API_HOST", "github")

if API_HOST == "azure":
token_provider = azure.identity.get_bearer_token_provider(
Expand All @@ -26,7 +26,7 @@

elif API_HOST == "github":
client = openai.OpenAI(base_url="https://models.inference.ai.azure.com", api_key=os.environ["GITHUB_TOKEN"])
MODEL_NAME = os.environ["GITHUB_MODEL"]
MODEL_NAME = os.getenv("GITHUB_MODEL", "gpt-4o")

else:
client = openai.OpenAI(api_key=os.environ["OPENAI_KEY"])
Expand Down Expand Up @@ -68,19 +68,21 @@ def lookup_weather(city_name=None, zip_code=None):
model=MODEL_NAME,
messages=[
{"role": "system", "content": "You are a weather chatbot."},
{"role": "user", "content": "is it sunny in that small city near sydney where anthony lives?"},
{"role": "user", "content": "is it sunny in berkeley CA?"},
],
tools=tools,
tool_choice="auto",
)

print(f"Response from {API_HOST}: \n")
print(response.choices[0].message.tool_calls[0].function.name)
print(response.choices[0].message.tool_calls[0].function.arguments)
print(f"Response from {MODEL_NAME} on {API_HOST}: \n")

# Now actually call the function as indicated
if response.choices[0].message.tool_calls:
print(response.choices[0].message.tool_calls[0].function.name)
print(response.choices[0].message.tool_calls[0].function.arguments)
function_name = response.choices[0].message.tool_calls[0].function.name
arguments = json.loads(response.choices[0].message.tool_calls[0].function.arguments)
if function_name == "lookup_weather":
lookup_weather(**arguments)
else:
print(response.choices[0].message.content)
4 changes: 2 additions & 2 deletions function_calling_multiple.py
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -6,7 +6,7 @@

# Setup the OpenAI client to use either Azure, OpenAI.com, or Ollama API
load_dotenv(override=True)
API_HOST = os.getenv("API_HOST")
API_HOST = os.getenv("API_HOST", "github")

if API_HOST == "azure":

Expand All @@ -28,7 +28,7 @@
elif API_HOST == "github":

client = openai.OpenAI(base_url="https://models.inference.ai.azure.com", api_key=os.environ["GITHUB_TOKEN"])
MODEL_NAME = os.environ["GITHUB_MODEL"]
MODEL_NAME = os.getenv("GITHUB_MODEL", "gpt-4o")

else:

Expand Down
4 changes: 2 additions & 2 deletions prompt_engineering.py
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Original file line number Diff line number Diff line change
Expand Up @@ -6,7 +6,7 @@

# Setup the OpenAI client to use either Azure, OpenAI.com, or Ollama API
load_dotenv(override=True)
API_HOST = os.getenv("API_HOST")
API_HOST = os.getenv("API_HOST", "github")

if API_HOST == "azure":

Expand All @@ -28,7 +28,7 @@
elif API_HOST == "github":

client = openai.OpenAI(base_url="https://models.inference.ai.azure.com", api_key=os.environ["GITHUB_TOKEN"])
MODEL_NAME = os.environ["GITHUB_MODEL"]
MODEL_NAME = os.getenv("GITHUB_MODEL", "gpt-4o")

else:

Expand Down
4 changes: 2 additions & 2 deletions rag_csv.py
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Original file line number Diff line number Diff line change
Expand Up @@ -8,7 +8,7 @@

# Setup the OpenAI client to use either Azure, OpenAI.com, or Ollama API
load_dotenv(override=True)
API_HOST = os.getenv("API_HOST")
API_HOST = os.getenv("API_HOST", "github")

if API_HOST == "azure":
token_provider = azure.identity.get_bearer_token_provider(
Expand All @@ -27,7 +27,7 @@

elif API_HOST == "github":
client = openai.OpenAI(base_url="https://models.inference.ai.azure.com", api_key=os.environ["GITHUB_TOKEN"])
MODEL_NAME = os.environ["GITHUB_MODEL"]
MODEL_NAME = os.getenv("GITHUB_MODEL", "gpt-4o")

else:
client = openai.OpenAI(api_key=os.environ["OPENAI_KEY"])
Expand Down
4 changes: 2 additions & 2 deletions rag_documents_flow.py
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Original file line number Diff line number Diff line change
Expand Up @@ -8,7 +8,7 @@

# Setup the OpenAI client to use either Azure, OpenAI.com, or Ollama API
load_dotenv(override=True)
API_HOST = os.getenv("API_HOST")
API_HOST = os.getenv("API_HOST", "github")

if API_HOST == "azure":
token_provider = azure.identity.get_bearer_token_provider(
Expand All @@ -27,7 +27,7 @@

elif API_HOST == "github":
client = openai.OpenAI(base_url="https://models.inference.ai.azure.com", api_key=os.environ["GITHUB_TOKEN"])
MODEL_NAME = os.environ["GITHUB_MODEL"]
MODEL_NAME = os.getenv("GITHUB_MODEL", "gpt-4o")

else:
client = openai.OpenAI(api_key=os.environ["OPENAI_KEY"])
Expand Down
4 changes: 2 additions & 2 deletions rag_documents_hybrid.py
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Original file line number Diff line number Diff line change
Expand Up @@ -10,7 +10,7 @@

# Setup the OpenAI client to use either Azure, OpenAI.com, or Ollama API
load_dotenv(override=True)
API_HOST = os.getenv("API_HOST")
API_HOST = os.getenv("API_HOST", "github")

if API_HOST == "azure":
token_provider = azure.identity.get_bearer_token_provider(
Expand All @@ -29,7 +29,7 @@

elif API_HOST == "github":
client = openai.OpenAI(base_url="https://models.inference.ai.azure.com", api_key=os.environ["GITHUB_TOKEN"])
MODEL_NAME = os.environ["GITHUB_MODEL"]
MODEL_NAME = os.getenv("GITHUB_MODEL", "gpt-4o")

else:
client = openai.OpenAI(api_key=os.environ["OPENAI_KEY"])
Expand Down
4 changes: 2 additions & 2 deletions rag_documents_ingestion.py
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Original file line number Diff line number Diff line change
Expand Up @@ -10,7 +10,7 @@

# Setup the OpenAI client to use either Azure, OpenAI.com, or Ollama API
load_dotenv(override=True)
API_HOST = os.getenv("API_HOST")
API_HOST = os.getenv("API_HOST", "github")

if API_HOST == "azure":
token_provider = azure.identity.get_bearer_token_provider(
Expand All @@ -29,7 +29,7 @@

elif API_HOST == "github":
client = openai.OpenAI(base_url="https://models.inference.ai.azure.com", api_key=os.environ["GITHUB_TOKEN"])
MODEL_NAME = os.environ["GITHUB_MODEL"]
MODEL_NAME = os.getenv("GITHUB_MODEL", "gpt-4o")

else:
client = openai.OpenAI(api_key=os.environ["OPENAI_KEY"])
Expand Down
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