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‎chained_calls.py

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# Setup the OpenAI client to use either Azure, OpenAI.com, or Ollama API
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load_dotenv(override=True)
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API_HOST = os.getenv("API_HOST")
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API_HOST = os.getenv("API_HOST", "github")
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if API_HOST == "azure":
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elif API_HOST == "github":
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client = openai.OpenAI(base_url="https://models.inference.ai.azure.com", api_key=os.environ["GITHUB_TOKEN"])
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MODEL_NAME = os.environ["GITHUB_MODEL"]
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MODEL_NAME = os.getenv("GITHUB_MODEL", "gpt-4o")
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else:
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‎chat.py

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# Setup the OpenAI client to use either Azure, OpenAI.com, or Ollama API
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load_dotenv(override=True)
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API_HOST = os.getenv("API_HOST")
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API_HOST = os.getenv("API_HOST", "github")
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if API_HOST == "azure":
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elif API_HOST == "github":
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client = openai.OpenAI(base_url="https://models.inference.ai.azure.com", api_key=os.environ["GITHUB_TOKEN"])
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MODEL_NAME = os.environ["GITHUB_MODEL"]
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MODEL_NAME = os.getenv("GITHUB_MODEL", "gpt-4o")
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else:
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‎chat_async.py

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# Setup the OpenAI client to use either Azure, OpenAI.com, or Ollama API
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load_dotenv(override=True)
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API_HOST = os.getenv("API_HOST")
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API_HOST = os.getenv("API_HOST", "github")
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if API_HOST == "azure":
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token_provider = azure.identity.get_bearer_token_provider(
@@ -24,7 +24,7 @@
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MODEL_NAME = os.environ["OLLAMA_MODEL"]
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elif API_HOST == "github":
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client = openai.AsyncOpenAI(base_url="https://models.inference.ai.azure.com", api_key=os.environ["GITHUB_TOKEN"])
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MODEL_NAME = os.environ["GITHUB_MODEL"]
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MODEL_NAME = os.getenv("GITHUB_MODEL", "gpt-4o")
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else:
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client = openai.AsyncOpenAI(api_key=os.environ["OPENAI_KEY"])
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MODEL_NAME = os.environ["OPENAI_MODEL"]

‎chat_history.py

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# Setup the OpenAI client to use either Azure, OpenAI.com, or Ollama API
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load_dotenv(override=True)
9-
API_HOST = os.getenv("API_HOST")
9+
API_HOST = os.getenv("API_HOST", "github")
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if API_HOST == "azure":
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token_provider = azure.identity.get_bearer_token_provider(
@@ -23,7 +23,7 @@
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MODEL_NAME = os.environ["OLLAMA_MODEL"]
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elif API_HOST == "github":
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client = openai.OpenAI(base_url="https://models.inference.ai.azure.com", api_key=os.environ["GITHUB_TOKEN"])
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MODEL_NAME = os.environ["GITHUB_MODEL"]
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MODEL_NAME = os.getenv("GITHUB_MODEL", "gpt-4o")
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else:
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client = openai.OpenAI(api_key=os.environ["OPENAI_KEY"])
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MODEL_NAME = os.environ["OPENAI_MODEL"]

‎chat_history_stream.py

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# Setup the OpenAI client to use either Azure, OpenAI.com, or Ollama API
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load_dotenv(override=True)
9-
API_HOST = os.getenv("API_HOST")
9+
API_HOST = os.getenv("API_HOST", "github")
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if API_HOST == "azure":
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token_provider = azure.identity.get_bearer_token_provider(
@@ -23,7 +23,7 @@
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MODEL_NAME = os.environ["OLLAMA_MODEL"]
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elif API_HOST == "github":
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client = openai.OpenAI(base_url="https://models.inference.ai.azure.com", api_key=os.environ["GITHUB_TOKEN"])
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MODEL_NAME = os.environ["GITHUB_MODEL"]
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MODEL_NAME = os.getenv("GITHUB_MODEL", "gpt-4o")
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else:
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client = openai.OpenAI(api_key=os.environ["OPENAI_KEY"])
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MODEL_NAME = os.environ["OPENAI_MODEL"]

‎chat_langchain.py

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# Setup the OpenAI client to use either Azure, OpenAI.com, or Ollama API
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load_dotenv(override=True)
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API_HOST = os.getenv("API_HOST")
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API_HOST = os.getenv("API_HOST", "github")
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if API_HOST == "azure":
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token_provider = azure.identity.get_bearer_token_provider(
@@ -27,7 +27,7 @@
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)
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elif API_HOST == "github":
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llm = ChatOpenAI(
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model_name=os.environ["GITHUB_MODEL"],
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model_name=os.getenv("GITHUB_MODEL", "gpt-4o"),
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openai_api_base="https://models.inference.ai.azure.com",
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openai_api_key=os.environ["GITHUB_TOKEN"],
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)

‎chat_llamaindex.py

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# Setup the OpenAI client to use either Azure, OpenAI.com, or Ollama API
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load_dotenv(override=True)
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API_HOST = os.getenv("API_HOST")
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API_HOST = os.getenv("API_HOST", "github")
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if API_HOST == "azure":
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token_provider = azure.identity.get_bearer_token_provider(
@@ -29,7 +29,7 @@
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)
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elif API_HOST == "github":
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llm = OpenAILike(
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model=os.environ["GITHUB_MODEL"],
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model=os.getenv("GITHUB_MODEL", "gpt-4o"),
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api_base="https://models.inference.ai.azure.com",
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api_key=os.environ["GITHUB_TOKEN"],
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is_chat_model=True,

‎chat_pydanticai.py

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# Setup the OpenAI client to use either Azure, OpenAI.com, or Ollama API
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load_dotenv(override=True)
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API_HOST = os.getenv("API_HOST")
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API_HOST = os.getenv("API_HOST", "github")
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if API_HOST == "azure":
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token_provider = azure.identity.get_bearer_token_provider(
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model = OpenAIModel(os.environ["OLLAMA_MODEL"], api_key="fake", base_url=os.environ["OLLAMA_ENDPOINT"])
2525
elif API_HOST == "github":
2626
model = OpenAIModel(
27-
os.environ["GITHUB_MODEL"], api_key=os.environ["GITHUB_TOKEN"], base_url="https://models.inference.ai.azure.com"
27+
os.getenv("GITHUB_MODEL", "gpt-4o"), api_key=os.environ["GITHUB_TOKEN"], base_url="https://models.inference.ai.azure.com"
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)
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else:

‎chat_safety.py

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# Setup the OpenAI client to use either Azure, OpenAI.com, or Ollama API
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load_dotenv(override=True)
9-
API_HOST = os.getenv("API_HOST")
9+
API_HOST = os.getenv("API_HOST", "github")
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if API_HOST == "azure":
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token_provider = azure.identity.get_bearer_token_provider(
@@ -23,7 +23,7 @@
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MODEL_NAME = os.environ["OLLAMA_MODEL"]
2424
elif API_HOST == "github":
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client = openai.OpenAI(base_url="https://models.inference.ai.azure.com", api_key=os.environ["GITHUB_TOKEN"])
26-
MODEL_NAME = os.environ["GITHUB_MODEL"]
26+
MODEL_NAME = os.getenv("GITHUB_MODEL", "gpt-4o")
2727
else:
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client = openai.OpenAI(api_key=os.environ["OPENAI_KEY"])
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MODEL_NAME = os.environ["OPENAI_MODEL"]

‎chat_stream.py

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# Setup the OpenAI client to use either Azure, OpenAI.com, or Ollama API
88
load_dotenv(override=True)
9-
API_HOST = os.getenv("API_HOST")
9+
API_HOST = os.getenv("API_HOST", "github")
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if API_HOST == "azure":
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token_provider = azure.identity.get_bearer_token_provider(
@@ -23,7 +23,7 @@
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MODEL_NAME = os.environ["OLLAMA_MODEL"]
2424
elif API_HOST == "github":
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client = openai.OpenAI(base_url="https://models.inference.ai.azure.com", api_key=os.environ["GITHUB_TOKEN"])
26-
MODEL_NAME = os.environ["GITHUB_MODEL"]
26+
MODEL_NAME = os.getenv("GITHUB_MODEL", "gpt-4o")
2727
else:
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client = openai.OpenAI(api_key=os.environ["OPENAI_KEY"])
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MODEL_NAME = os.environ["OPENAI_MODEL"]

‎few_shot_examples.py

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# Setup the OpenAI client to use either Azure, OpenAI.com, or Ollama API
88
load_dotenv(override=True)
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API_HOST = os.getenv("API_HOST")
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API_HOST = os.getenv("API_HOST", "github")
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if API_HOST == "azure":
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elif API_HOST == "github":
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client = openai.OpenAI(base_url="https://models.inference.ai.azure.com", api_key=os.environ["GITHUB_TOKEN"])
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MODEL_NAME = os.environ["GITHUB_MODEL"]
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MODEL_NAME = os.getenv("GITHUB_MODEL", "gpt-4o")
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else:
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‎function_calling.py

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# Setup the OpenAI client to use either Azure, OpenAI.com, or Ollama API
88
load_dotenv(override=True)
9-
API_HOST = os.getenv("API_HOST")
9+
API_HOST = os.getenv("API_HOST", "github")
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if API_HOST == "azure":
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elif API_HOST == "github":
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client = openai.OpenAI(base_url="https://models.inference.ai.azure.com", api_key=os.environ["GITHUB_TOKEN"])
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MODEL_NAME = os.environ["GITHUB_MODEL"]
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MODEL_NAME = os.getenv("GITHUB_MODEL", "gpt-4o")
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else:
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‎function_calling_call.py

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# Setup the OpenAI client to use either Azure, OpenAI.com, or Ollama API
99
load_dotenv(override=True)
10-
API_HOST = os.getenv("API_HOST")
10+
API_HOST = os.getenv("API_HOST", "github")
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if API_HOST == "azure":
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token_provider = azure.identity.get_bearer_token_provider(
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elif API_HOST == "github":
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client = openai.OpenAI(base_url="https://models.inference.ai.azure.com", api_key=os.environ["GITHUB_TOKEN"])
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MODEL_NAME = os.environ["GITHUB_MODEL"]
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MODEL_NAME = os.getenv("GITHUB_MODEL", "gpt-4o")
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else:
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client = openai.OpenAI(api_key=os.environ["OPENAI_KEY"])

‎function_calling_multiple.py

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# Setup the OpenAI client to use either Azure, OpenAI.com, or Ollama API
88
load_dotenv(override=True)
9-
API_HOST = os.getenv("API_HOST")
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API_HOST = os.getenv("API_HOST", "github")
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if API_HOST == "azure":
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elif API_HOST == "github":
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client = openai.OpenAI(base_url="https://models.inference.ai.azure.com", api_key=os.environ["GITHUB_TOKEN"])
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MODEL_NAME = os.environ["GITHUB_MODEL"]
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MODEL_NAME = os.getenv("GITHUB_MODEL", "gpt-4o")
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else:
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‎prompt_engineering.py

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# Setup the OpenAI client to use either Azure, OpenAI.com, or Ollama API
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load_dotenv(override=True)
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API_HOST = os.getenv("API_HOST")
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API_HOST = os.getenv("API_HOST", "github")
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if API_HOST == "azure":
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elif API_HOST == "github":
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client = openai.OpenAI(base_url="https://models.inference.ai.azure.com", api_key=os.environ["GITHUB_TOKEN"])
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MODEL_NAME = os.environ["GITHUB_MODEL"]
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MODEL_NAME = os.getenv("GITHUB_MODEL", "gpt-4o")
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else:
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‎rag_csv.py

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# Setup the OpenAI client to use either Azure, OpenAI.com, or Ollama API
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load_dotenv(override=True)
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API_HOST = os.getenv("API_HOST")
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API_HOST = os.getenv("API_HOST", "github")
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if API_HOST == "azure":
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token_provider = azure.identity.get_bearer_token_provider(
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elif API_HOST == "github":
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client = openai.OpenAI(base_url="https://models.inference.ai.azure.com", api_key=os.environ["GITHUB_TOKEN"])
30-
MODEL_NAME = os.environ["GITHUB_MODEL"]
30+
MODEL_NAME = os.getenv("GITHUB_MODEL", "gpt-4o")
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else:
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client = openai.OpenAI(api_key=os.environ["OPENAI_KEY"])

‎rag_documents_flow.py

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# Setup the OpenAI client to use either Azure, OpenAI.com, or Ollama API
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load_dotenv(override=True)
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API_HOST = os.getenv("API_HOST")
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API_HOST = os.getenv("API_HOST", "github")
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if API_HOST == "azure":
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token_provider = azure.identity.get_bearer_token_provider(
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elif API_HOST == "github":
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client = openai.OpenAI(base_url="https://models.inference.ai.azure.com", api_key=os.environ["GITHUB_TOKEN"])
30-
MODEL_NAME = os.environ["GITHUB_MODEL"]
30+
MODEL_NAME = os.getenv("GITHUB_MODEL", "gpt-4o")
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else:
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client = openai.OpenAI(api_key=os.environ["OPENAI_KEY"])

‎rag_documents_hybrid.py

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# Setup the OpenAI client to use either Azure, OpenAI.com, or Ollama API
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load_dotenv(override=True)
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API_HOST = os.getenv("API_HOST")
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API_HOST = os.getenv("API_HOST", "github")
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if API_HOST == "azure":
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token_provider = azure.identity.get_bearer_token_provider(
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elif API_HOST == "github":
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client = openai.OpenAI(base_url="https://models.inference.ai.azure.com", api_key=os.environ["GITHUB_TOKEN"])
32-
MODEL_NAME = os.environ["GITHUB_MODEL"]
32+
MODEL_NAME = os.getenv("GITHUB_MODEL", "gpt-4o")
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else:
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client = openai.OpenAI(api_key=os.environ["OPENAI_KEY"])

‎rag_documents_ingestion.py

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# Setup the OpenAI client to use either Azure, OpenAI.com, or Ollama API
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load_dotenv(override=True)
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API_HOST = os.getenv("API_HOST")
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API_HOST = os.getenv("API_HOST", "github")
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if API_HOST == "azure":
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token_provider = azure.identity.get_bearer_token_provider(
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elif API_HOST == "github":
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client = openai.OpenAI(base_url="https://models.inference.ai.azure.com", api_key=os.environ["GITHUB_TOKEN"])
32-
MODEL_NAME = os.environ["GITHUB_MODEL"]
32+
MODEL_NAME = os.getenv("GITHUB_MODEL", "gpt-4o")
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else:
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client = openai.OpenAI(api_key=os.environ["OPENAI_KEY"])

‎rag_multiturn.py

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# Setup the OpenAI client to use either Azure, OpenAI.com, or Ollama API
1010
load_dotenv(override=True)
11-
API_HOST = os.getenv("API_HOST")
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API_HOST = os.getenv("API_HOST", "github")
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if API_HOST == "azure":
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token_provider = azure.identity.get_bearer_token_provider(
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elif API_HOST == "github":
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client = openai.OpenAI(base_url="https://models.inference.ai.azure.com", api_key=os.environ["GITHUB_TOKEN"])
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MODEL_NAME = os.environ["GITHUB_MODEL"]
30+
MODEL_NAME = os.getenv("GITHUB_MODEL", "gpt-4o")
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else:
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client = openai.OpenAI(api_key=os.environ["OPENAI_KEY"])

‎rag_queryrewrite.py

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# Setup the OpenAI client to use either Azure, OpenAI.com, or Ollama API
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load_dotenv(override=True)
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API_HOST = os.getenv("API_HOST")
11+
API_HOST = os.getenv("API_HOST", "github")
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if API_HOST == "azure":
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token_provider = azure.identity.get_bearer_token_provider(
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elif API_HOST == "github":
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client = openai.OpenAI(base_url="https://models.inference.ai.azure.com", api_key=os.environ["GITHUB_TOKEN"])
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MODEL_NAME = os.environ["GITHUB_MODEL"]
30+
MODEL_NAME = os.getenv("GITHUB_MODEL", "gpt-4o")
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else:
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client = openai.OpenAI(api_key=os.environ["OPENAI_KEY"])

‎retrieval_augmented_generation.py

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# Setup the OpenAI client to use either Azure, OpenAI.com, or Ollama API
99
load_dotenv(override=True)
10-
API_HOST = os.getenv("API_HOST")
10+
API_HOST = os.getenv("API_HOST", "github")
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if API_HOST == "azure":
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token_provider = azure.identity.get_bearer_token_provider(
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elif API_HOST == "github":
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client = openai.OpenAI(base_url="https://models.inference.ai.azure.com", api_key=os.environ["GITHUB_TOKEN"])
29-
MODEL_NAME = os.environ["GITHUB_MODEL"]
29+
MODEL_NAME = os.getenv("GITHUB_MODEL", "gpt-4o")
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else:
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client = openai.OpenAI(api_key=os.environ["OPENAI_KEY"])

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