flipbit03

"""
PydanticAI + Ollama: Controlling Thinking (Reasoning) on/off
=============================================================

Problem:
  Ollama's OpenAI-compatible API (/v1/chat/completions) auto-enables thinking
  for thinking-capable models (like qwen3.5). There is NO `think: true/false`
  parameter on the OpenAI-compat API — that only works on Ollama's native
  API (/api/chat).

flipbit03

#!/bin/bash

# Function to check if an environment variable is set
check_env_variable() {
    local var_name="$1"
    local var_desc="$2"

    if [ -z "${!var_name}" ]; then
        echo "Error: '${var_name}' environment variable is not set. Please set it to ${var_desc}."
        exit 1

flipbit03

#!/bin/bash

# Function to check if an environment variable is set
check_env_variable() {
    local var_name="$1"
    local var_desc="$2"

    if [ -z "${!var_name}" ]; then
        echo "Error: '${var_name}' environment variable is not set. Please set it to ${var_desc}."
        exit 1

flipbit03

P = ParamSpec("P")
RT = TypeVar("RT")

# By using ParamSpec, you are able to capture the original function's args and kwargs and forward
# them through the decorator in a way that static analyzes like MyPy, and also ide's like PyCharm
# will be happy ;-)

def your_decorator(f: Callable[P, RT]) -> Callable[P, RT]:
    @wraps(f)
    def decorated_function(*args: P.args, **kwargs: P.kwargs) -> RT: