{"uid":"cap_jOi-MTb0l6ISr0_jRFdGs","slug":"agents-vimmerse-net-vimmerse-refine-text-prompt-b49ac52b","name":"Vimmerse Refine Text Prompt","description":"Improves the supplied **`prompt`** for image/video generation.\n\n```python\nimport requests\n\nr = requests.post(\n    \"https://api.vimmerse.net/v2/text/refine-prompt\",\n    headers={\"X-Api-Key\": \"YOUR_API_KEY\", \"Content-Type\": \"application/json\"},\n    json={\"prompt\": \"Nike shoes on colorful background\"},\n    timeout=60,\n)\nprint(r.json())\n```","url":"https://agents.vimmerse.net/v2/text/refine-prompt?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","title":"RefinePromptRequest","required":["prompt"],"properties":{"prompt":{"type":"string","title":"Prompt","minLength":1,"description":"Prompt to refine."}},"description":"Request body for POST /v2/text/refine-prompt."},"responseSchema":{"type":"string","title":"Response Generate Refined Prompt V2 Text Refine Prompt Post"},"example":null,"exampleRequest":null,"tags":[],"displayCostAmount":"0.000000","displayCostAsset":"USD","priceDynamic":false,"priceHint":null,"priceStatus":"unknown_unparsed","priceSource":"registry","requiresHandshake":false,"reviewCount":0,"rating":{"score":"0.00","successRate":"0.00","reviews":0,"stars":null,"state":"unrated"},"availabilityStatus":"unknown","priceObserved":null,"sessionDeposit":null,"pricing":{"kind":"unknown","summary":"price unknown","primary":{"kind":"unknown","protocol":"mpp","network":"tempo","amountUsd":null,"per":"call","confidence":"unknown"},"accepted":[{"kind":"unknown","protocol":"mpp","network":"tempo","amountUsd":null,"per":"call","confidence":"unknown"}]},"paymentMethods":[{"uid":"pm_09SlJmRHiJDs57viQCR_9","protocol":"mpp","methodType":"crypto","chain":"tempo","mode":"charge","costAmount":"0.000000","costPer":"request","priority":0,"asset":null,"unit":"request","depositMicros":null,"planRef":null}],"brandName":"agents.vimmerse.net","brandSlug":"agents-vimmerse-net-x402","brandBaseUrl":"https://agents.vimmerse.net","brandDocsUrl":null,"whatItDoes":"Improves and enhances a raw text prompt to make it more effective for AI image or video generation.","exampleAgentPrompt":"Can you refine this prompt I'm about to use for image generation — 'Nike shoes on colorful background' — and give me an improved version that will produce better results?","exampleUseCases":[{"title":"Polishing product photography prompt","prompt":"I want to generate a product image of 'leather handbag on white marble surface with warm lighting' but the prompt feels too basic — can you refine it to get a more professional-looking result?"},{"title":"Improving cinematic video prompt","prompt":"I'm about to generate a video with the prompt 'city street at night with rain' — can you improve and enhance that prompt so the video generation gives me something really cinematic and detailed?"},{"title":"Enhancing creative art generation prompt","prompt":"Before I generate an AI artwork, can you refine my prompt 'fantasy dragon flying over mountains at sunset' to make it more vivid and effective for image generation?"}],"resultDescription":"A refined, enhanced version of the input prompt as a string, optimized for use in AI image or video generation pipelines. The improved prompt typically contains more descriptive language, better composition cues, style references, and technical generation hints compared to the original.","failureModes":["Empty or too-short prompt triggers validation error due to minLength:1 constraint","Missing API key returns 401 unauthorized","Rate limiting or quota exhaustion returns 429 or payment-related error","Extremely long or malformed prompt strings may return 400 bad request","Network timeout if response takes longer than expected"],"whenToPreferThis":"Use this endpoint when you have a rough or simple text prompt and want to improve its quality before passing it to an image or video generation endpoint. It is especially useful as a preprocessing step in automated media generation pipelines where prompt quality directly affects output quality. Prefer this over manually crafting prompts when the user's input is brief, vague, or lacks descriptive detail.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-31T00:42:16.159Z","isFirstParty":false,"canonicalSlug":"agents-vimmerse-net-vimmerse-refine-text-prompt-b49ac52b"}