The example of how to get retrieval metrics along with answer inference based on the context. "ctx" refers to 'context' "ans" refers to 'answer' "gt" refers to 'ground truth answer' "ctx_ans_inference ...

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Abstract: When programmers write project code, they may copy or reference some open-source code, which may include defective code, causing vulnerabilities in the project. This causes a potential ...

In many AI applications today, performance is a big deal. You may have noticed that while working with Large Language Models (LLMs), a lot of time is spent waiting—waiting for an API response, waiting ...

Community driven content discussing all aspects of software development from DevOps to design patterns. Ready to develop your first AWS Lambda function in Python? It really couldn’t be easier. The AWS ...

Functions are the building blocks of Python programming. They let you organize your code, reduce repetition, and make your programs more readable and reusable. Whether you’re writing small scripts or ...

When writing or testing Python scripts, your terminal can quickly become cluttered with logs, debug messages, and outputs. A clean console not only improves readability but also helps you stay focused ...

Let’s take a look at a complete Python program in which this function is defined and then called twice: once with the argument 12 and once with the argument 5. Remember: Writing a function definition ...

In this code, the `eval` function takes the string `expression` and evaluates it as a Python expression. The result is then printed out. Please note that using `eval` can be dangerous if you're ...