The idea behind NeMO Retriever is pretty simple: instead of just spitting out an answer based on some pre-defined rules or algorithms, it first retrieves a bunch of relevant information from a database and then ranks them according to their relevance and usefulness.

Here’s how it works in more detail: let’s say you ask your AI system “What is the capital city of France?” Instead of just spitting out “Paris” (which might be correct, but could also be wrong or misleading), NeMO Retriever will first search through a database of facts and figures to find all the relevant information about France. It might look something like this:

– The capital city of France is Paris. Paris has a population of over 2 million people. The Eiffel Tower is located in Paris. French is spoken by millions of people around the world, including in Canada and Switzerland. Once NeMO Retriever has gathered all this information, it will then rank it according to its relevance and usefulness. For example, “The capital city of France is Paris” might be ranked as the most relevant because it directly answers your question, while “French is spoken by millions of people around the world” might be ranked lower because it’s not directly related to what you asked for.

But here’s where things get really cool: NeMO Retriever can also use this information to improve the quality of other answers that are generated by AI systems! For example, if your question is “What are some popular tourist destinations in Europe?” NeMO Retriever might look at all the relevant information it has about France and come up with an answer like:

– Paris is a popular tourist destination in Europe. The Eiffel Tower is one of the most famous landmarks in Paris, attracting millions of visitors each year. Other popular tourist destinations in Europe include Rome (Italy), Barcelona (Spain), and Amsterdam (Netherlands). By using NeMO Retriever to improve the quality of answers generated by AI systems, we can create more accurate, relevant, and useful information for people all over the world!