We don't publish
your competitive advantage.

IFAI model returns inconsistent or poorly formatted responses when given a single user prompt without prior examples.

THENInclude few-shot examples in the messages array by providing a sample user query and the desired assistant response before the actual user query. This guides the model to follow the expected format and improves response consistency. For instance, after a system prompt, add a user message with an example query and an assistant message with the ideal response, then the real user message.

IFOpenAI-compatible chat completions response contains a leading space in the generated assistant content.

THENTrim any leading whitespace from the generated output before returning it in the response. Apply lstrip() to the decoded token string after generation to remove unintended spaces. Additionally, verify that the tokenizer or sampling process does not insert a leading space token; if so, skip or suppress that token.