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| 46 | + <div class="docs-layout"> |
| 47 | + <aside class="sidebar" id="sidebar"></aside> |
| 48 | + |
| 49 | + <main class="docs-content"> |
| 50 | + <h1>Image Generation</h1> |
| 51 | + <p class="lead"> |
| 52 | + The image generation endpoints support both OpenAI |
| 53 | + <code>POST /v1/images/generations</code> and Gemini Imagen |
| 54 | + <code>POST /v1beta/models/{model}:predict</code> formats. Return single or multiple images |
| 55 | + as URLs or base64-encoded data. |
| 56 | + </p> |
| 57 | + |
| 58 | + <h2>Endpoints</h2> |
| 59 | + <table class="endpoint-table"> |
| 60 | + <thead> |
| 61 | + <tr> |
| 62 | + <th>Method</th> |
| 63 | + <th>Path</th> |
| 64 | + <th>Format</th> |
| 65 | + </tr> |
| 66 | + </thead> |
| 67 | + <tbody> |
| 68 | + <tr> |
| 69 | + <td>POST</td> |
| 70 | + <td>/v1/images/generations</td> |
| 71 | + <td>JSON (OpenAI)</td> |
| 72 | + </tr> |
| 73 | + <tr> |
| 74 | + <td>POST</td> |
| 75 | + <td>/v1beta/models/{model}:predict</td> |
| 76 | + <td>JSON (Gemini Imagen)</td> |
| 77 | + </tr> |
| 78 | + </tbody> |
| 79 | + </table> |
| 80 | + |
| 81 | + <h2>Unit Test: Single Image URL</h2> |
| 82 | + <p> |
| 83 | + Using the programmatic API with vitest, register a fixture and assert on the response. |
| 84 | + </p> |
| 85 | + |
| 86 | + <div class="code-block"> |
| 87 | + <div class="code-block-header">image-url.test.ts <span class="lang-tag">ts</span></div> |
| 88 | + <pre><code><span class="kw">import</span> { <span class="type">LLMock</span> } <span class="kw">from</span> <span class="str">"@copilotkit/aimock"</span>; |
| 89 | +<span class="kw">import</span> { <span class="fn">describe</span>, <span class="fn">it</span>, <span class="fn">expect</span>, <span class="fn">beforeAll</span>, <span class="fn">afterAll</span> } <span class="kw">from</span> <span class="str">"vitest"</span>; |
| 90 | + |
| 91 | +<span class="kw">let</span> <span class="op">mock</span>: <span class="type">LLMock</span>; |
| 92 | + |
| 93 | +<span class="fn">beforeAll</span>(<span class="kw">async</span> () <span class="kw">=></span> { |
| 94 | + <span class="op">mock</span> = <span class="kw">new</span> <span class="type">LLMock</span>(); |
| 95 | + <span class="kw">await</span> <span class="op">mock</span>.<span class="fn">start</span>(); |
| 96 | +}); |
| 97 | + |
| 98 | +<span class="fn">afterAll</span>(<span class="kw">async</span> () <span class="kw">=></span> { |
| 99 | + <span class="kw">await</span> <span class="op">mock</span>.<span class="fn">stop</span>(); |
| 100 | +}); |
| 101 | + |
| 102 | +<span class="fn">it</span>(<span class="str">"returns a single image URL"</span>, <span class="kw">async</span> () <span class="kw">=></span> { |
| 103 | + <span class="op">mock</span>.<span class="fn">onImage</span>(<span class="str">"a sunset over mountains"</span>, { |
| 104 | + <span class="prop">image</span>: { <span class="prop">url</span>: <span class="str">"https://example.com/sunset.png"</span> }, |
| 105 | + }); |
| 106 | + |
| 107 | + <span class="kw">const</span> <span class="op">res</span> = <span class="kw">await</span> <span class="fn">fetch</span>(<span class="str">`${mock.url}/v1/images/generations`</span>, { |
| 108 | + <span class="prop">method</span>: <span class="str">"POST"</span>, |
| 109 | + <span class="prop">headers</span>: { <span class="str">"Content-Type"</span>: <span class="str">"application/json"</span> }, |
| 110 | + <span class="prop">body</span>: <span class="type">JSON</span>.<span class="fn">stringify</span>({ |
| 111 | + <span class="prop">model</span>: <span class="str">"dall-e-3"</span>, |
| 112 | + <span class="prop">prompt</span>: <span class="str">"a sunset over mountains"</span>, |
| 113 | + <span class="prop">n</span>: <span class="num">1</span>, |
| 114 | + <span class="prop">size</span>: <span class="str">"1024x1024"</span>, |
| 115 | + }), |
| 116 | + }); |
| 117 | + |
| 118 | + <span class="kw">const</span> <span class="op">body</span> = <span class="kw">await</span> <span class="op">res</span>.<span class="fn">json</span>(); |
| 119 | + <span class="fn">expect</span>(<span class="op">body</span>.<span class="prop">data</span>[<span class="num">0</span>].<span class="prop">url</span>).<span class="fn">toBe</span>(<span class="str">"https://example.com/sunset.png"</span>); |
| 120 | +});</code></pre> |
| 121 | + </div> |
| 122 | + |
| 123 | + <h2>Unit Test: Multiple Images</h2> |
| 124 | + |
| 125 | + <div class="code-block"> |
| 126 | + <div class="code-block-header"> |
| 127 | + image-multiple.test.ts <span class="lang-tag">ts</span> |
| 128 | + </div> |
| 129 | + <pre><code><span class="fn">it</span>(<span class="str">"returns multiple images"</span>, <span class="kw">async</span> () <span class="kw">=></span> { |
| 130 | + <span class="op">mock</span>.<span class="fn">onImage</span>(<span class="str">"cats"</span>, { |
| 131 | + <span class="prop">images</span>: [ |
| 132 | + { <span class="prop">url</span>: <span class="str">"https://example.com/cat1.png"</span> }, |
| 133 | + { <span class="prop">url</span>: <span class="str">"https://example.com/cat2.png"</span> }, |
| 134 | + ], |
| 135 | + }); |
| 136 | + |
| 137 | + <span class="kw">const</span> <span class="op">res</span> = <span class="kw">await</span> <span class="fn">fetch</span>(<span class="str">`${mock.url}/v1/images/generations`</span>, { |
| 138 | + <span class="prop">method</span>: <span class="str">"POST"</span>, |
| 139 | + <span class="prop">headers</span>: { <span class="str">"Content-Type"</span>: <span class="str">"application/json"</span> }, |
| 140 | + <span class="prop">body</span>: <span class="type">JSON</span>.<span class="fn">stringify</span>({ |
| 141 | + <span class="prop">model</span>: <span class="str">"dall-e-3"</span>, |
| 142 | + <span class="prop">prompt</span>: <span class="str">"cats playing"</span>, |
| 143 | + <span class="prop">n</span>: <span class="num">2</span>, |
| 144 | + }), |
| 145 | + }); |
| 146 | + |
| 147 | + <span class="kw">const</span> <span class="op">body</span> = <span class="kw">await</span> <span class="op">res</span>.<span class="fn">json</span>(); |
| 148 | + <span class="fn">expect</span>(<span class="op">body</span>.<span class="prop">data</span>).<span class="fn">toHaveLength</span>(<span class="num">2</span>); |
| 149 | + <span class="fn">expect</span>(<span class="op">body</span>.<span class="prop">data</span>[<span class="num">0</span>].<span class="prop">url</span>).<span class="fn">toBe</span>(<span class="str">"https://example.com/cat1.png"</span>); |
| 150 | + <span class="fn">expect</span>(<span class="op">body</span>.<span class="prop">data</span>[<span class="num">1</span>].<span class="prop">url</span>).<span class="fn">toBe</span>(<span class="str">"https://example.com/cat2.png"</span>); |
| 151 | +});</code></pre> |
| 152 | + </div> |
| 153 | + |
| 154 | + <h2>Unit Test: Base64 Response</h2> |
| 155 | + |
| 156 | + <div class="code-block"> |
| 157 | + <div class="code-block-header">image-base64.test.ts <span class="lang-tag">ts</span></div> |
| 158 | + <pre><code><span class="fn">it</span>(<span class="str">"returns base64-encoded image"</span>, <span class="kw">async</span> () <span class="kw">=></span> { |
| 159 | + <span class="op">mock</span>.<span class="fn">onImage</span>(<span class="str">"logo"</span>, { |
| 160 | + <span class="prop">image</span>: { <span class="prop">b64_json</span>: <span class="str">"iVBORw0KGgoAAAANSUhEUg..."</span> }, |
| 161 | + }); |
| 162 | + |
| 163 | + <span class="kw">const</span> <span class="op">res</span> = <span class="kw">await</span> <span class="fn">fetch</span>(<span class="str">`${mock.url}/v1/images/generations`</span>, { |
| 164 | + <span class="prop">method</span>: <span class="str">"POST"</span>, |
| 165 | + <span class="prop">headers</span>: { <span class="str">"Content-Type"</span>: <span class="str">"application/json"</span> }, |
| 166 | + <span class="prop">body</span>: <span class="type">JSON</span>.<span class="fn">stringify</span>({ |
| 167 | + <span class="prop">model</span>: <span class="str">"dall-e-3"</span>, |
| 168 | + <span class="prop">prompt</span>: <span class="str">"a company logo"</span>, |
| 169 | + <span class="prop">response_format</span>: <span class="str">"b64_json"</span>, |
| 170 | + }), |
| 171 | + }); |
| 172 | + |
| 173 | + <span class="kw">const</span> <span class="op">body</span> = <span class="kw">await</span> <span class="op">res</span>.<span class="fn">json</span>(); |
| 174 | + <span class="fn">expect</span>(<span class="op">body</span>.<span class="prop">data</span>[<span class="num">0</span>].<span class="prop">b64_json</span>).<span class="fn">toBeDefined</span>(); |
| 175 | +});</code></pre> |
| 176 | + </div> |
| 177 | + |
| 178 | + <h2>Unit Test: Gemini Imagen Format</h2> |
| 179 | + |
| 180 | + <div class="code-block"> |
| 181 | + <div class="code-block-header">image-gemini.test.ts <span class="lang-tag">ts</span></div> |
| 182 | + <pre><code><span class="fn">it</span>(<span class="str">"handles Gemini Imagen predict endpoint"</span>, <span class="kw">async</span> () <span class="kw">=></span> { |
| 183 | + <span class="op">mock</span>.<span class="fn">onImage</span>(<span class="str">"landscape"</span>, { |
| 184 | + <span class="prop">image</span>: { <span class="prop">url</span>: <span class="str">"https://example.com/landscape.png"</span> }, |
| 185 | + }); |
| 186 | + |
| 187 | + <span class="kw">const</span> <span class="op">res</span> = <span class="kw">await</span> <span class="fn">fetch</span>( |
| 188 | + <span class="str">`${mock.url}/v1beta/models/imagen-3.0-generate-002:predict`</span>, |
| 189 | + { |
| 190 | + <span class="prop">method</span>: <span class="str">"POST"</span>, |
| 191 | + <span class="prop">headers</span>: { <span class="str">"Content-Type"</span>: <span class="str">"application/json"</span> }, |
| 192 | + <span class="prop">body</span>: <span class="type">JSON</span>.<span class="fn">stringify</span>({ |
| 193 | + <span class="prop">instances</span>: [{ <span class="prop">prompt</span>: <span class="str">"a beautiful landscape"</span> }], |
| 194 | + <span class="prop">parameters</span>: { <span class="prop">sampleCount</span>: <span class="num">1</span> }, |
| 195 | + }), |
| 196 | + } |
| 197 | + ); |
| 198 | + |
| 199 | + <span class="kw">const</span> <span class="op">body</span> = <span class="kw">await</span> <span class="op">res</span>.<span class="fn">json</span>(); |
| 200 | + <span class="fn">expect</span>(<span class="op">body</span>.<span class="prop">predictions</span>).<span class="fn">toBeDefined</span>(); |
| 201 | +});</code></pre> |
| 202 | + </div> |
| 203 | + |
| 204 | + <h2>JSON Fixture</h2> |
| 205 | + |
| 206 | + <div class="code-block"> |
| 207 | + <div class="code-block-header"> |
| 208 | + fixtures/images.json <span class="lang-tag">json</span> |
| 209 | + </div> |
| 210 | + <pre><code>{ |
| 211 | + <span class="key">"fixtures"</span>: [ |
| 212 | + { |
| 213 | + <span class="key">"match"</span>: { <span class="key">"userMessage"</span>: <span class="str">"sunset"</span> }, |
| 214 | + <span class="key">"response"</span>: { |
| 215 | + <span class="key">"image"</span>: { <span class="key">"url"</span>: <span class="str">"https://example.com/sunset.png"</span> } |
| 216 | + } |
| 217 | + }, |
| 218 | + { |
| 219 | + <span class="key">"match"</span>: { <span class="key">"userMessage"</span>: <span class="str">"cats"</span> }, |
| 220 | + <span class="key">"response"</span>: { |
| 221 | + <span class="key">"images"</span>: [ |
| 222 | + { <span class="key">"url"</span>: <span class="str">"https://example.com/cat1.png"</span> }, |
| 223 | + { <span class="key">"url"</span>: <span class="str">"https://example.com/cat2.png"</span> } |
| 224 | + ] |
| 225 | + } |
| 226 | + } |
| 227 | + ] |
| 228 | +}</code></pre> |
| 229 | + </div> |
| 230 | + |
| 231 | + <h2>Response Format</h2> |
| 232 | + <p>Matches the OpenAI <code>/v1/images/generations</code> response format:</p> |
| 233 | + <ul> |
| 234 | + <li><code>created</code> — Unix timestamp</li> |
| 235 | + <li> |
| 236 | + <code>data[].url</code> — URL of the generated image (when using URL format) |
| 237 | + </li> |
| 238 | + <li> |
| 239 | + <code>data[].b64_json</code> — base64-encoded image data (when using b64_json |
| 240 | + format) |
| 241 | + </li> |
| 242 | + <li> |
| 243 | + <code>data[].revised_prompt</code> — the prompt as revised by the model (optional) |
| 244 | + </li> |
| 245 | + </ul> |
| 246 | + |
| 247 | + <div class="info-box"> |
| 248 | + <p> |
| 249 | + Image fixtures use <code>match.userMessage</code> which maps to the |
| 250 | + <code>prompt</code> field in the request body. The <code>prompt</code> matcher checks |
| 251 | + for substring matches. |
| 252 | + </p> |
| 253 | + </div> |
| 254 | + |
| 255 | + <h2>Record & Replay</h2> |
| 256 | + <p> |
| 257 | + When no fixture matches an incoming request, aimock can proxy it to the real API and |
| 258 | + record the response as a fixture for future replays. Enable recording with the |
| 259 | + <code>--record</code> flag or via <code>RecordConfig</code> in the programmatic API. |
| 260 | + Recorded image fixtures capture the <code>url</code> or <code>b64_json</code> from the |
| 261 | + provider response and save them to disk, so subsequent runs replay instantly without |
| 262 | + hitting the real API. |
| 263 | + </p> |
| 264 | + |
| 265 | + <div class="code-block"> |
| 266 | + <div class="code-block-header">CLI <span class="lang-tag">sh</span></div> |
| 267 | + <pre><code>npx aimock --record --provider-openai https://api.openai.com</code></pre> |
| 268 | + </div> |
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