# Short Documentary Video: An Experimental Emotional AI Model Running as an HTTP API (in Julia)

**URL:** https://discourse.julialang.org/t/short-documentary-video-an-experimental-emotional-ai-model-running-as-an-http-api-in-julia/136934
**Category:** General Usage
**Tags:** question, package, dataframes, ai
**Created:** [April 30, 2026, 4:57pm UTC](https://discourse.julialang.org/t/short-documentary-video-an-experimental-emotional-ai-model-running-as-an-http-api-in-julia/136934 "2026-04-30T16:57:34Z")
**Posts on this page:** 1
**Page:** 1

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### Author: ![mouad-tarif](https://sea2.discourse-cdn.com/julialang/user_avatar/discourse.julialang.org/mouad-tarif/32/221676_2.png) [@mouad-tarif](https://discourse.julialang.org/u/mouad-tarif)
#### Post date: [April 30, 2026, 4:57pm UTC](https://discourse.julialang.org/t/short-documentary-video-an-experimental-emotional-ai-model-running-as-an-http-api-in-julia/136934/1 "2026-04-30T16:57:34Z")

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I published a video showing an experimental model that interacts with basic emotions and is accessible via an API.

**What appears in the video:**

- An HTTP server (using `HTTP.jl`) handling requests.
- The model responding to emotions (anger, joy, sadness) in an experimental manner.
- The `serve_lstm.jl` code in video (with dummy/hidden paths for security purposes).

**Current improvements:**

- Loss: 5.18 → 4.9998
- Info%: 24.7% → 28.3%

🔒 **The core model code is completely sealed.** It cannot be discussed, requested, or disclosed. This video is the maximum that can be shown at this stage.

📌 The original post with the video is on LinkedIn

> **[\#artificialintelligence #julialang #machinelearning #lstm #deeplearning...](https://www.linkedin.com/posts/mouad-tarif-297688340_artificialintelligence-julialang-machinelearning-activity-7455655775302991873-xaV3)**
>
> 🚀 \*\*Proof of Capability: Building an AI Model from Scratch (in Julia)\*\*
> 
> After a full month of effort, debugging, and rewriting, I successfully built an experimental emotional AI model using Julia.
> 
> \*\*What I learned this month:\*\*
> \- The real...

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