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MyApp/_posts/2025-10-01_llms-py-ui.md

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- **Thread Summaries** - At the bottom of every new conversation, you'll find a consolidated summary detailing the total cost, tokens consumed (input and output), number of requests, and overall response time for that entire thread.
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:::{.wideshot}
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[![analytics-messages.webp](/img/posts/llms-py-ui/analytics-messages.webp)](/img/posts/llms-py-ui/analytics-messages.webp)
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[![llms-tokens-usage.webp](/img/posts/llms-py-ui/llms-tokens-usage.webp)](/img/posts/llms-py-ui/llms-tokens-usage.webp)
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Screenshot also shows support for new **Edit** and **Redo** features that appears after hovering over any **User**
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Visual AI Responses are highly dependent on the model used. This is a typical example of the visual analysis provided by the latest Gemini Flash of our [ServiceStack Logo](/img/logo.png):
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:::{.wideshot}
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[![llms-image.webp](/img/posts/llms-py-ui/llms-image.webp)](/img/posts/llms-py-ui/llms-image.webp)
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[![attach-image.webp](/img/posts/llms-py-ui/attach-image.webp)](/img/posts/llms-py-ui/attach-image.webp)
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### 🎤 2. Audio Input & Transcription
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Likewise you can upload Audio files and have them transcribed and analyzed by multi-modal models with audio capabilities.
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:::{.wideshot}
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[![llms-audio.webp](/img/posts/llms-py-ui/llms-audio.webp)](/img/posts/llms-py-ui/llms-audio.webp)
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[![attach-audio.webp](/img/posts/llms-py-ui/attach-audio.webp)](/img/posts/llms-py-ui/attach-audio.webp)
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Example of processing audio input. Audio files can be uploaded with system and user prompts
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Perfect for research, document review, data analysis and content extractions.
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:::{.wideshot}
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[![llms-files.webp](/img/posts/llms-py-ui/llms-files.webp)](/img/posts/llms-py-ui/llms-files.webp)
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[![attach-pdf.webp](/img/posts/llms-py-ui/attach-pdf.webp)](/img/posts/llms-py-ui/attach-pdf.webp)
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## Custom AI Chat Requests
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