The core of PHP's development of AI text summary is to call external AI service APIs (such as OpenAI, HuggingFace) as a coordinator to realize text preprocessing, API requests, response analysis and result display; 2. The limitation is that the computing performance is weak and the AI ecosystem is weak. The response strategy is to leverage APIs, service decoupling and asynchronous processing; 3. Model selection needs to weigh summary quality, cost, delay, concurrency, data privacy, and abstract models such as GPT or BART/T5 are recommended; 4. Performance optimization includes cache, asynchronous queues, batch processing and nearby area selection. Error processing needs to cover current limit retry, network timeout, key security, input verification and logging to ensure the stable and efficient operation of the system.

Bit operation can efficiently implement the underlying operation of integers, 1. Check whether the i-th bit is 1: Use n&(1

Functions are the basic unit of organizing code in C, used to realize code reuse and modularization; 1. Functions are created through declarations and definitions, such as intadd(inta,intb) returns the sum of the two numbers; 2. Pass parameters when calling the function, and return the result of the corresponding type after the function is executed; 3. The function without return value uses void as the return type, such as voidgreet(stringname) for outputting greeting information; 4. Using functions can improve code readability, avoid duplication and facilitate maintenance, which is the basic concept of C programming.

decltype is a keyword used by C 11 to deduce expression types at compile time. The derivation results are accurate and do not perform type conversion. 1. decltype(expression) only analyzes types and does not calculate expressions; 2. Deduce the variable name decltype(x) as a declaration type, while decltype((x)) is deduced as x due to lvalue expression; 3. It is often used in templates to deduce the return value through tail-set return type auto-> decltype(t u); 4. Complex type declarations can be simplified in combination with auto, such as decltype(vec.begin())it=vec.begin(); 5. Avoid hard-coded classes in templates

C folderexpressions is a feature introduced by C 17 to simplify recursive operations in variadic parameter templates. 1. Left fold (args...) sum from left to right, such as sum(1,2,3,4,5) returns 15; 2. Logical and (args&&...) determine whether all parameters are true, and empty packets return true; 3. Use (std::cout

ABinarySearchTree(BST)isabinarytreewheretheleftsubtreecontainsonlynodeswithvalueslessthanthenode’svalue,therightsubtreecontainsonlynodeswithvaluesgreaterthanthenode’svalue,andbothsubtreesmustalsobeBSTs;1.TheC implementationincludesaTreeNodestructure

C's range-basedfor loop improves code readability and reduces errors by simplifying syntax. Its basic structure is for(declaration:range), which is suitable for arrays and STL containers, such as traversing intarr[] or std::vectorvec. Using references (such as conststd::string&name) can avoid copy overhead and can modify element content. Notes include: 1. Do not modify the container structure in the loop; 2. Ensure that the range is effective and avoid the use of freed memory; 3. There is no built-in index and requires manual maintenance of the counter. Mastering these key points allows you to use this feature efficiently and safely.

Calling Python scripts in C requires implementation through PythonCAPI. First, initialize the interpreter, then import the module and call the function, and finally clean up the resources; the specific steps are: 1. Initialize the Python interpreter with Py_Initialize(); 2. Load the Python script module with PyImport_Import(); 3. Obtain the objective function through PyObject_GetAttrString(); 4. Use PyObject_CallObject() to pass parameters to call the function; 5. Call Py_DECREF() and Py_Finalize() to release the resource and close the interpreter; in the example, hello is successfully called