When integrating OpenAI’s C# SDK into your applications, you may need to use a proxy like PezzoAI for better prompt management, logging, and tracking. However, OpenAI’s official .NET SDK does not natively support dynamic proxies or custom headers. In this guide, we’ll explore how to set a custom endpoint and inject required headers dynamically to use PezzoAI effectively.

By the end of this post, you will:

  • Understand how to configure OpenAI’s .NET SDK with PezzoAI.
  • Learn to inject custom headers required for PezzoAI authorization.
  • Implement a fallback mechanism to OpenAI’s default API in case PezzoAI fails.
  • Optimize performance using cached prompts to reduce unnecessary API calls.
  • See a working C# console application demonstrating these concepts.

Understanding PezzoAI Proxy & API Key Management

Why Use a Proxy Like PezzoAI?

PezzoAI helps in centralized prompt management, tracking requests, and enforcing authorization via headers. Unlike direct OpenAI API calls, PezzoAI requires:

  • X-Pezzo-Api-Key – For authentication.
  • X-Pezzo-Project-Id – To track requests under a specific project.
  • X-Pezzo-Environment – To distinguish between development, staging, and production environments.

API Key & Organization Management in C#

The OrganizationKeysManager class is used globally through dependency injection. Each organization can have multiple API keys, one per category of task.

  • If an endpoint is not provided, it defaults to OpenAI’s original endpoint.
  • If PezzoAI fails, a fallback mechanism redirects the request to OpenAI.
  • Prompt responses are cached to improve performance.

Setting Up OpenAI .NET SDK with PezzoAI Proxy

Step 1: Install OpenAI .NET SDK

You need to install the OpenAI .NET package. Run the following command in your terminal:

dotnet add package OpenAI --version 2.0.0-beta.11

Step 2: Configure OrganizationKeysManager to Handle API Keys and Proxies

Here’s how we manage API keys and proxy settings dynamically:

public static OpenAIClient GetOpenAIclient(int orgId, string username, KeyTypeEnum keytype, KeySybTypeEnum subtype)
{
    var key = OrganizationKeysManager.GetKey(orgId, username, keytype, subtype);
    if (key == null || string.IsNullOrWhiteSpace(key.APIKey))
    {
        throw new Exception("API key for this organization/type is not set.");
    }
    else
    {
        var openAIClientOptions = new OpenAIClientOptions();
        if (!string.IsNullOrWhiteSpace(key.Endpoint))
        {
            openAIClientOptions.Endpoint = new Uri(key.Endpoint);
            openAIClientOptions.AddPolicy(CreateAddPezzoHeaderPolicy(), PipelinePosition.PerCall);
        }
        return new OpenAIClient(key.APIKey, openAIClientOptions);
    }
}

Step 3: Inject PezzoAI Headers Dynamically

The following policy ensures that all required PezzoAI headers are set before sending requests.

private static PipelinePolicy CreateAddPezzoHeaderPolicy()
{
    return new PezzoPipelinePolicy((message) =>
    {
        message.Request.Headers.Set("X-Pezzo-Api-Key", "pez_4bc0000");
        message.Request.Headers.Set("X-Pezzo-Project-Id", "cm2g710000");
        message.Request.Headers.Set("X-Pezzo-Environment", "Production");
    });
}

Implementing the PezzoPipelinePolicy Class

The PezzoPipelinePolicy class allows us to pass custom headers dynamically by processing each request before it is sent.

internal partial class PezzoPipelinePolicy : PipelinePolicy
{
    private Action<PipelineMessage> _processMessageAction;

    public PezzoPipelinePolicy(Action<PipelineMessage> processMessageAction)
    {
        _processMessageAction = processMessageAction;
    }

    public override void Process(PipelineMessage message, IReadOnlyList<PipelinePolicy> pipeline, int currentIndex)
    {
        _processMessageAction(message);
        if (currentIndex < pipeline.Count - 1)
        {
            pipeline[currentIndex + 1].Process(message, pipeline, currentIndex + 1);
        }
    }

    public override async ValueTask ProcessAsync(PipelineMessage message, IReadOnlyList<PipelinePolicy> pipeline, int currentIndex)
    {
        _processMessageAction(message);
        if (currentIndex < pipeline.Count - 1)
        {
            await pipeline[currentIndex + 1].ProcessAsync(message, pipeline, currentIndex + 1);
        }
    }
}

Step 4: Implementing a Fallback Mechanism to OpenAI

If PezzoAI fails, we send the request directly to OpenAI’s endpoint.

try
{
    var client = GetOpenAIclient(orgId: 48, username: null, KeyTypeEnum.AI, KeySybTypeEnum.Generic);
    var response = await client.ChatCompletions.CreateAsync("Hello from PezzoAI!");
    Console.WriteLine(response.Choices[0].Message.Content);
}
catch (Exception ex)
{
    Console.WriteLine("PezzoAI failed. Falling back to OpenAI...");
    var fallbackClient = new OpenAIClient("your-openai-api-key");
    var fallbackResponse = await fallbackClient.ChatCompletions.CreateAsync("Hello from OpenAI!");
    Console.WriteLine(fallbackResponse.Choices[0].Message.Content);
}

Optimizing Performance: Caching PezzoAI Prompts

Caching prompts helps in reducing roundtrips to PezzoAI, improving response time and efficiency.

private static Dictionary<string, string> promptCache = new Dictionary<string, string>();

public static async Task<string> GetChatResponseAsync(string prompt, OpenAIClient client)
{
    if (promptCache.TryGetValue(prompt, out string cachedResponse))
    {
        return cachedResponse;
    }
    var response = await client.ChatCompletions.CreateAsync(prompt);
    promptCache[prompt] = response.Choices[0].Message.Content;
    return response.Choices[0].Message.Content;
}

Running the C# Console Application

Create a simple C# console application to test the implementation:

static async Task Main(string[] args)
{
    var client = GetOpenAIclient(orgId: 48, username: null, KeyTypeEnum.AI, KeySybTypeEnum.Generic);
    string prompt = "What is OpenAI?";
    string response = await GetChatResponseAsync(prompt, client);
    Console.WriteLine(response);
}

Run the program, and it will:

  1. Send the request to PezzoAI proxy.
  2. If PezzoAI is down, it falls back to OpenAI.
  3. Cache responses to avoid redundant API calls.

Conclusion

By integrating PezzoAI with OpenAI’s .NET SDK, we achieve: ✅ Centralized API key management per organization.
✅ Dynamic proxy configuration with fallback to OpenAI.
✅ Custom header injection for PezzoAI authorization.
✅ Performance optimization using prompt caching.

Full working console app is available in this GitHub Repo.

Happy coding!

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  75. I’m packing for a week away and trying to keep my clothes to a small set that works together. I am choosing between a cool navy top, a softer blue one, and two neutral layers. My hesitation is that the colors seem quite different in my bedroom than they do beside a window. In indoor pictures the navy loses its blue tone, so I don’t want to make the whole decision from pictures. I found a [url=https://bodyshapequiz.top]color analysis[/url] page as one possible starting point, but I would still like to check the actual clothes against my face. Would you take the pieces outdoors in shade, or is there a better way to keep the lighting consistent? I have a simple white shirt I can use to see whether the blues change how my skin looks. I know a single image can be misleading. I would appreciate a straightforward comparison before I leave out something useful. If you have done this for a compact wardrobe, which difference would you pay attention to first: the color itself, the shadows on the face, or how easily the pieces combine?

  76. I spotted a good coat in a charity shop that fits my shoulders and has plenty of life left in it, but I cannot decide if the muted green is a useful color for me. The fitting area has uneven lighting. That makes my usual mirror check unreliable. Outside, the coat seems softer and less yellow, which makes the decision even harder. I do not want another impulse purchase and would rather leave a bargain behind than own a coat I never reach for. I have looked through [url=https://bodyshapecalculator.top]personal color analysis[/url] while thinking about this, though I am wary of treating one photo or one label as a final answer. Would you compare it with a scarf you already wear and check the combination outside before deciding? I could hold it beside the shoes I wear most to see whether it fits into real outfits rather than an imagined wardrobe. I am interested in methods that work on the spot without asking a friend to judge every purchase. What signs tell you that a color is worth taking home despite imperfect lighting? I do not mind walking away from it but I want to learn a better process for the next good find.

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  78. My next business trip involves three days of meetings, so I want a compact wardrobe with a few useful combinations. I already have navy trousers and a grey jacket, plus comfortable shoes for the walks between our meeting locations. The difficulty is choosing tops that work together without making every outfit look almost identical. For a starting point, I have been exploring [url=https://outfitinspiration.top]color analysis[/url] yet my priority is checking existing combinations instead of replacing my wardrobe to match a seasonal label. Does alternating light and deeper tops create enough variety, or would you choose a narrower range of shades? There is also an informal dinner, and I would like to use the same jacket without looking dressed for another meeting. Which two changes would you make first if you were packing around these pieces with very little room to spare?

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  178. I am choosing where to stay in southern Tenerife for a summer break, and the descriptions of the resort areas are starting to blur together. My priority is somewhere I can walk to the sea in the morning and still find a calm place to eat in the evening. Busy nightlife is not part of the plan, but I also do not want to depend on a car for every meal or short walk. I have been reading about [url=https://tenerifeguide.top]beaches in tenerife south[/url] and now I am trying to separate the beach itself from the feel of the streets around it. Several locations look close to everything, yet reviews suggest that a short distance can still involve steep roads or traffic. I would rather find a comfortable everyday location than spend each day travelling across the island to find a quieter stretch of sand. Is there an area you would recommend for a solo traveller who likes swimming, coastal walks, and early evenings? I can take a bus or taxi for occasional excursions, so perfect access to every attraction is not necessary. Details about noise and walking routes would help, especially from someone who has stayed nearby. I would appreciate honest suggestions based on a normal day there.

  179. While preparing a glossary for new illustrators, I ran into a disagreement about how to explain the basic face outline categories. Some entries offer only a category name, while others mix several visible features into paragraphs that are difficult to compare. A reference about [url=https://squarefaceshape.top]determining face shape[/url] might help us decide which observations belong in each entry. I would like every definition to follow the same order, moving from overall length and width to the outline of the jaw. That would let readers compare descriptions directly, rather than assume that a single distinctive feature settles the classification for every face. I think the glossary should acknowledge mixed features, with a short note allowing readers to describe an outline between categories. A set of similarly scaled outline drawings seems useful, especially if hair does not hide the edges that each definition describes. We want neutral descriptions that support observation, without presenting a particular outline as the standard that every portrait should follow. How would you keep these entries concise while still giving beginners enough information to compare the outline categories on their own?

  180. Our discussion club is examining the claim that every face belongs to one clearly defined shape. The difficulty for me is explaining where one category ends when proportions vary by small amounts. A useful example would show why two observers might describe the same outline in different ways. The group could describe the visible proportions first and leave the category until the end. One possible starting reference is [url=https://faceshapecalculator.top]face shape calculator[/url] for the vocabulary involved. The reference would provide a starting point, while the reasoning would still need to be explained. We should also keep the image fixed so a different pose does not distract from the classification question. How would you demonstrate an uncertain boundary without simply dismissing the usefulness of categories? Ideally, we would finish with clearer language for describing uncertainty rather than another rigid rule. Participants should explain which visible features support their interpretation.

  181. My new identification photo makes my natural brown hair look distinctly reddish, although I have not dyed it. It looks different in my usual mirror. Previous daylight pictures look less red. I am trying to work out whether the difference comes from the light, the camera, or the printed photograph. I found [url=https://haircolorquiz.top]hair color analysis[/url] while searching for better language to describe what I see. I do not need a new dye recommendation. I would prefer a basic check to a complete makeover. Would you take a fresh picture beside a neutral background and compare it with an unedited daylight image? I would leave filters off in both cases. Matching the framing should be straightforward. The print is the part I find hardest to explain. What would you check first? I would like to know whether a retake is worth requesting before assuming my everyday view of my hair is wrong.

  182. I noticed that several hair color photos in my collection share a label but look nothing alike. A few examples were photographed outdoors, but many show colored room lighting or obvious image adjustments. I want to sort the collection by what I can actually see before choosing any favorites. I kept [url=https://haircolorideas.top]cool summer hair color ideas[/url] as one search category, although the label alone does not settle which photos belong together. For each image, I am noting whether the result appears lighter or darker than the visible roots. I also keep a separate note when the lighting makes the warmth of the shade difficult to judge. The original caption stays in the notes so I can still find the source if I need it. I would prefer a short collection that shows meaningful differences instead of dozens of repeated examples. How do you describe hair color references when the captions are inconsistent and the lighting varies?

  183. I am growing out two gray streaks near my temples, and I would like them to stay visible. My uncertainty is about contrast rather than coverage: would a darker background make the streaks too prominent? A full head recoloring does not answer my question because it also changes the gray sections. I found a possible starting point for [url=https://haircolorpreview.top]hair color try on[/url] but need a way to discuss the gray placement alongside the proposed surrounding shade. Is a clearly marked reference photo more useful here than a polished full head mockup? Perhaps I should identify the gray sections first and then compare a small number of darker options. The picture would only help explain the idea, rather than predict the result of a color service. For anyone who chose to keep gray sections, how did you communicate the contrast you were aiming for?

  184. The OrganizationKeysManager approach for per-org, per-task keys is the kind of thing that gets messy fast if headers aren’t handled centrally, so injecting them at the HttpClient level makes sense. I’ve been experimenting with FLUX 3 Video for a similar proxy setup and found that keeping the endpoint override in one place saved me from chasing header bugs across services. FLUX 3 Video

  185. I am helping a small theatre group choose wig colors for an upcoming production. Under our rehearsal lighting, a brown wig can look warmer than it does in the costume room. We need to work with the wigs we have rather than order a different shade for every actor. For background on comparing shades, I bookmarked [url=https://haircolorpalette.top]hair color analysis[/url] while preparing a short list of possible combinations. I could use one background for the photographs and check the same combinations again during rehearsal. For each set, I would hold the camera position and lighting steady so that the shade is the main difference. The director will need to see the comparison too, so the notes should explain the conditions and the reason for each choice. Has anyone developed a simple reference sheet that helps a costume team record these choices without arguing over shade names?

  186. Our theatre group is choosing a wig for a small production. The character wears a jacket with a high collar, and the hair needs to read clearly from the back rows without catching on the fabric. Two possible bob silhouettes are still under discussion. The longer option overlaps the top of the jacket. I was looking for clearer terms and came across [url=https://virtualhairstyles.top]bob haircut lengths[/url] as a reference for describing the options. We need to test the shape during the actual blocking. The fitting photos alone leave the movement question open. We can compare the wigs from a few rows back. I would use the same lighting for both comparisons. We have only a small costume budget, so I would prefer a reversible test using pins before committing to scissors. The wig also needs to look consistent when the actor sits down. How would other costume volunteers structure that comparison?

  187. I am organising a small digital portrait workshop at our library. One optional exercise would let adults explore a different hairstyle without suggesting that their existing appearance needs fixing. We can offer a set of practice portraits. Nobody needs to upload their own face. I am considering a [url=https://hairstylesimulator.top]hairstyle preview[/url] as a prompt for discussing shape and visual references, rather than making promises about a future haircut. The activity would centre on explaining preferences. We could compare a bob with a longer cut. I would check the tool and its photo handling before including it, and provide a paper alternative for anyone who prefers that. Comments would be invited by the person taking part. We would avoid voting on anyone’s appearance. We could explain those expectations at the start. Which instructions would help beginners feel comfortable?

  188. Our small theatre group is putting together a contemporary costume, and I am collecting references for a removable wig. We have several appealing front photographs, yet very little evidence of how the same shape looks from behind. I do not want us to confuse a styled wave with the actual arrangement of lengths in the reference haircut. The terminology question I am starting with is [url=https://haircutfinder.top]what is a butterfly haircut[/url] and I would welcome other useful references. My plan is to gather a few consistent views and add plain descriptions rather than relying on a haircut name. Because the costume has a noticeable collar, we need to consider where the back of the wig will sit. We can discuss any trimming with the person preparing the wig once the intended outline is clear to everyone. Which views and annotations would you include to make that reference sheet useful without crowding it?

  189. A daily bike ride is making me rethink my current haircut. At shoulder length, my hair keeps catching under the helmet straps. I would like a shape that looks presentable after the ride to work. I like the idea of a bob, although helmet hair could make it frustrating. I saved a reference while searching for [url=https://haircutideas.top]app to try on hairstyles free[/url] and would appreciate advice on judging the shape rather than trusting a polished preview. One section near my ear bends outward even though the rest is straight. There is time for a quick brush at work, but no elaborate restyling. Would a little extra length make it easier to tuck everything away? There is no changing room at the office, so the cut needs to work with the tools I can carry in a small bag. Advice from regular cycle commuters would help me narrow the options.

  190. My next haircut needs to fit around a daily bicycle commute, so I am collecting shorter styles to discuss. My helmet tends to flatten the front, and I usually have only a few minutes to tidy my hair afterwards. My notes separate the fringe from the overall outline, because those details may behave differently after a ride. For this comparison, I am using [url=https://shorthaircuts.top]color and hairstyle analysis[/url] as a reference. I only want the pictures to clarify my priorities; they cannot show exactly how my own hair will settle. I am keeping photographs with visible ears and necklines, so the underlying shape is easier to discuss at the appointment. Before deciding, I want to discuss my normal routine and identify any parts that need frequent trimming or heat styling. What details would fellow bicycle commuters put on a haircut reference sheet when morning styling time is limited?

  191. I cycle to work most mornings and usually arrive with my hair flattened where the helmet sits. I am considering a softer shape around my face while keeping enough length for a low ponytail. The reference I keep returning to is [url=https://layeredhaircuts.top]blonde hair with curtain bangs[/url] for this project. The colour is simply part of the reference photo, while the face framing shape is what interests me. I find plenty of styled examples but very few that show the hair after a normal journey to work. A quick comb through is possible on arrival, but a full styling routine would not fit my mornings. Is leaving the shortest pieces longer a sensible way to keep a tuck behind the ears option? My hair is fairly straight, and I would prefer a cut that still looks reasonable when I leave it to dry naturally. I would value examples from people with a similar commute and a genuinely brief morning routine.

  192. Before our next production, I am helping update the wardrobe questionnaire used at the first costume meeting. The old form asks people to choose a body category before they have even described what feels comfortable. I want the first questions to cover movement, coverage preferences, and specific fitting concerns in ordinary language. A shared style vocabulary could help later conversations, but I do not want it to become a compulsory classification. For background, I bookmarked a resource on [url=https://bodytypeguide.top]color and body analysis[/url] and I would turn any useful ideas into open questions rather than fixed assumptions. How would you word a brief invitation to discuss style preferences without requiring a body type label? A small set of thoughtful questions would be more useful to us than another list of supposed rules. The completed form should also let performers describe their preferences in their own words before anyone offers styling suggestions.

  193. I am preparing notes for a discussion of how style guides classify body proportions. One framework groups proportions numerically, but the other describes a broader silhouette. We would like to understand the categories without assigning labels to everyone present. I noted a resource about [url=https://bodyshapestyle.top]color and body type analysis[/url] among the references we might examine. My comparison sheet would list the definition, the proposed observation and any stated exceptions. A practical test would ask which conclusions remain stable when the garment changes. That should reveal where a system describes clothes and where it makes claims about bodies. We will use the same questions for both books, and record disagreements rather than assume that matching labels always mean matching ideas. What kind of ambiguous example makes these differences easiest to discuss? It would help to state the rule explicitly before describing why the example challenges it.

  194. I am helping organise the jacket rail for an upcoming amateur theatre production. Matching the size label does not explain why a jacket sits differently on each person. I want our notes about shoulders, waist position and garment balance to describe fit without judging anyone. We can keep a separate note for each performer and costume, including movement restrictions observed during rehearsal rather than assumed from appearance. Body type systems might offer some vocabulary, but I do not want their labels to become casting rules. One starting point in my notes is this reference: [url=https://findyourbodyshape.top]color and body analysis[/url] A consistent camera position and a comfortable stance could make permitted fitting photographs easier to compare. We will deal with colours later, after checking comfort and movement in each jacket. Which descriptive terms help a wardrobe team discuss proportions while respecting the performer’s preferences?

  195. Our neighbourhood group is preparing a clothing exchange. We have jackets, skirts and trousers in several sizes, and the usual size labels tell only part of the story. There is a mixture of fitted pieces and loose silhouettes. I came across [url=https://styleessences.top]body shape and colour analysis[/url] while looking for ways to describe these differences. We want useful descriptions without assigning guests a body category. A note about shoulder construction might be helpful. The cards could also mention waist definition and material weight. Everyone could then browse across all of the rails. Specialist body typing terms might make a friendly event feel restrictive. We will have a mirror and a changing area, but volunteers cannot give personal styling consultations. Any labels need to make sense quickly and help visitors decide what they would like to try. Which plain descriptions would you find most useful at a swap?

  196. My office is bringing back regular in-person days, so I have been trying on jackets again. What looks proportionate in the mirror does not always feel comfortable on my commute. Longer jackets solve that problem but change the outline of every outfit underneath. I bookmarked [url=https://outfitfinder.top]personal style analysis[/url] as a starting point for naming what I am comparing. I want to understand the relationship between clothing shapes and proportions without treating my body as a problem. Does it make sense to hold the rest of the outfit constant when comparing lengths? I could take front and side pictures, then note how each option feels after sitting. Advice about shoulder seams would help too, since size labels have not been consistent. I would like the final choice to work with a backpack and ordinary walking shoes. How would you organize that experiment before bringing style-system terminology into it?

  197. I am helping select costumes for an amateur play. The first scene needs a quiet, unobtrusive costume. Later scenes use the same clothes with different accessories. I keep encountering style systems that connect visual lines with body types. I saved [url=https://outfitbuilder.top]body shape and colour analysis[/url] as a reference for the discussion, but I am unsure where those categories help with this particular decision. A loose jacket gives the character a less guarded appearance. That does not necessarily tell me anything about the actor. We could test the alternatives together under the stage lights. My aim is to compare shape without ignoring movement. The director is interested in what the audience can read from a distance, so subtle details may matter less than the overall outline. How would you distinguish character styling from personal style advice?

  198. I am planning a short listening exercise for an audio workshop. The aim is to help participants describe what they hear before they decide which version they prefer, rather than treating every change as an improvement. I have a generated passage in mind as the source material. Every version would contain an identical stretch of the performance. A page discussing [url=https://musicartifactfix.top]ai music artifact removal[/url] gave me a starting point for the topic, but it does not settle how to structure the exercise. The versions should be presented at comparable listening levels. A first round without labels might encourage independent observations. The original excerpt needs to remain available throughout. The worksheet could distinguish distracting texture from lost musical detail. We could repeat the excerpts in a different order and discuss disagreements, since a single preference vote would reveal little about the reasons behind it. What listening criteria would you add to this exercise?

  199. Our group will be based in southern Tenerife for a week, and we’re trying to choose a few beach days that suit different people. Some want to swim, while others are happiest with a walk and somewhere to sit out of the sun. We don’t need a different beach every morning. We’d prefer a small number of places where the journey and facilities make the day easy. I’ve started looking at [url=https://tenerifeholiday.top]beaches in tenerife south[/url] but the descriptions don’t always make clear what the beach feels like on a windy afternoon. What makes the choice tricky is that an attractive photo can hide a steep walk, limited shade, or water that isn’t comfortable for a casual swim. We can take a bus for nearby trips and might hire a car for one day if it opens up a genuinely different coastal stop. Is it best to begin with the more sheltered, serviced areas before making a longer trip to a quieter stretch? It would help to hear recent impressions of access, changing conditions, and where people go when the wind picks up. We also want a place for a simple lunch nearby, without needing to turn each beach visit into an all-day excursion. For a first visit, which two or three places would you compare, and what would make you choose one over another on the day?

  200. For a dance practice session, I am adding recorded counts to a generated backing track. The opening bars contain a buzzing edge just before the first movement starts. The dancers need a dependable count-in and clear rhythmic markers more than a polished recording. I encountered [url=https://removeaudioartifacts.top]remove suno artifacts[/url] while researching the buzz, and I want to evaluate any processing against that practical requirement. I have not tried a repaired version and cannot assume that a quieter buzz would make the track easier to follow. Should the comparison include the spoken introduction and an entire phrase at normal practice volume? Holding the spoken layer fixed should make changes in the backing easier to judge. The check would include the downbeat and sharp rhythmic cues, rather than focusing only on the buzzing. What would count as an unacceptable loss of rhythmic clarity for this kind of practice track?

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