Systems and methods for natural language based coding assistance with enterprise context

A computer-implemented method comprising:

• receiving a request to answer a natural language query (NLQ);
• generating one or more embedding vectors for the NLQ;
• performing a search of a vector database having information regarding one or more of enterprise context, natural language summaries of enterprise context, embedding vectors for the enterprise context, and embedding vectors for natural language summaries of the enterprise context according to the request to generate a search result;
• augmenting the NLQ using the search result;
• predicting a response for the NLQ using the search result augmented NLQ;
• and
• providing the predicted response.

A system comprising:

• a first one or more computing devices to implement a storage service in a multi-tenant provider network;
• and
• a second one or more computing devices to implement a natural language query service in the multi-tenant provider network, the natural language query service including instructions that upon execution cause the natural language query service to:
• receive a request to answer a natural language query (NLQ);
• generate one or more embedding vectors for the NLQ;
• perform a search of a vector database having information regarding one or more of enterprise context, natural language summaries of enterprise context, embedding vectors for the enterprise context, and embedding vectors for natural language summaries of the enterprise context according to the request to generate a search result;
• augment the NLQ using the search result;
• predict a response for the NLQ using the search result augmented NLQ;
• and
• provide the predicted response.