namespace AIStudio.Assistants.ModelComparison; /// /// What the judge is asked: the same request the two models received, their two answers, and /// optionally what the user wants the judge to pay particular attention to. /// /// /// The judge is asked once both models have answered, and is kept as blind to which model wrote /// which answer as the user is: the answers go in as plain text, labeled "Answer A" and "Answer B", /// never by model name. These are the same letters the user sees, in the same order, so the judge's /// own words about "Answer A"/"Answer B" line up with what is on screen -- the caller has to settle /// the presentation order before building this, not after. is what /// the judge answers with, the same column terms the user's own vote uses. /// public sealed record ModelComparisonJudgeRequest { /// The request the two models were asked. /// /// What the user wants the judge to pay particular attention to, in their own words, or an empty /// text to leave the judge with nothing but the generic criterion: which answer better answers /// the question or completes the task. The judge already sees the request and both answers, so /// this is a refinement, not a requirement. /// /// The answer standing in column A. /// The answer standing in column B. /// /// The language the judge is asked to write its reasoning in, by its English name (for example /// "German"), or an empty text to leave the language to the judge itself. /// public ModelComparisonJudgeRequest(ModelComparisonRequest request, string instructions, string answerA, string answerB, string languageName = "") { this.Request = request; this.Instructions = instructions.Trim(); this.AnswerA = answerA; this.AnswerB = answerB; this.LanguageName = languageName.Trim(); } public ModelComparisonRequest Request { get; } public string Instructions { get; } public string AnswerA { get; } public string AnswerB { get; } public string LanguageName { get; } /// /// Tells the judge which language to answer in, or nothing when no language was given. /// private string LanguageInstruction => this.LanguageName.Length == 0 ? string.Empty : $" Write the reasoning in {this.LanguageName}, regardless of the language of the request or the answers."; /// /// What the judge is told to look for: the generic criterion alone, or that criterion refined by /// what the user wrote, when they wrote anything. /// private string Criterion => this.Instructions.Length == 0 ? "Judge which answer better answers the question or better completes the task in the request below." : $"Judge which answer better answers the question or better completes the task in the request below. Pay particular attention to this: {this.Instructions}"; /// /// Builds the prompt for the judge model, asking for one JSON object and nothing else. /// /// /// An identifier to append as a plainly labeled, ignorable line, or an empty text to leave the /// prompt exactly as asked. See for why: the judge /// is asked fresh for every run of a batch, same as the two models, and a caching gateway cannot /// tell that apart from one identical request repeated unless the prompt says so itself -- most /// of all here, where two similar answers can easily make for a near-identical judge prompt too. /// /// The user prompt the judge model receives. public string ToPrompt(string cacheBuster = "") { var prompt = $$""" You judge two AI answers to the same request. You do not know, and must not guess, which model wrote which answer, so judge only by what the answers say. {{this.Criterion}} # Request {{this.Request.ToPrompt()}} # Answer A {{this.AnswerA}} # Answer B {{this.AnswerB}} Decide which answer is better, or whether they are equally good. Respond with exactly one JSON object and nothing else, in this shape: {"preferred": "A", "reasoning": "A short explanation, a few sentences at most."} The value of "preferred" must be exactly one of "A", "B", or "TIE". In the reasoning, refer to each answer only by its letter, A or B, never by a model name -- translated into whatever language you write the reasoning in, not forced into English.{{this.LanguageInstruction}} """; return cacheBuster.Length == 0 ? prompt : $"{prompt}\n\n(Request ID: {cacheBuster}. This has no bearing on your verdict; it is only here so repeated requests are not answered from a cache.)"; } }