init

.env

@@ -0,0 +1,94 @@
+# Supported values:
+# - VIDEOCHAIN
+# - REPLICATE
+# - INFERENCE_ENDPOINT
+# - INFERENCE_API
+# - OPENAI
+RENDERING_ENGINE="INFERENCE_API"
+
+# Supported values:
+# - INFERENCE_ENDPOINT
+# - INFERENCE_API
+# - OPENAI
+LLM_ENGINE="INFERENCE_API"
+
+NEXT_PUBLIC_MAX_NB_PAGES="2"
+
+# Not implemented for the Inference API yet - you can submit a PR if you have some ideas
+NEXT_PUBLIC_CAN_UPSCALE="false"
+
+# Not implemented for the Inference API yet - you can submit a PR if you have some ideas
+NEXT_PUBLIC_CAN_REDRAW="false"
+
+# Set to "true" to create artificial delays and smooth out traffic
+NEXT_PUBLIC_ENABLE_RATE_LIMITER="false"
+
+# ------------- PROVIDER AUTH ------------
+# You only need to configure the access token(s) for the provider(s) you want to use
+
+# HuggingFace.co token: available for the LLM engine and the RENDERING engine
+AUTH_HF_API_TOKEN=
+
+# Replicate.com token: available for the RENDERING engine
+AUTH_REPLICATE_API_TOKEN=
+
+# OpenAI.dom token: available for the LLM engine and the RENDERING engine
+AUTH_OPENAI_API_KEY=
+
+# An experimental RENDERING engine (sorry it is not very documented yet, so you can use one of the other engines)
+AUTH_VIDEOCHAIN_API_TOKEN=
+
+# ------------- RENDERING API CONFIG --------------
+
+# If you decided to use Replicate for the RENDERING engine
+RENDERING_REPLICATE_API_MODEL="stabilityai/sdxl"
+RENDERING_REPLICATE_API_MODEL_VERSION="da77bc59ee60423279fd632efb4795ab731d9e3ca9705ef3341091fb989b7eaf"
+
+# If you decided to use a private Hugging Face Inference Endpoint for the RENDERING engine
+RENDERING_HF_INFERENCE_ENDPOINT_URL="https://XXXXXXXXXX.endpoints.huggingface.cloud"
+
+# If you decided to use a Hugging Face Inference API model for the RENDERING engine
+RENDERING_HF_INFERENCE_API_BASE_MODEL="stabilityai/stable-diffusion-xl-base-1.0"
+
+# If you decided to use a Hugging Face Inference API model for the RENDERING engine
+RENDERING_HF_INFERENCE_API_REFINER_MODEL="stabilityai/stable-diffusion-xl-refiner-1.0"
+
+# If your model returns a different file type (eg. jpg or webp) change it here
+RENDERING_HF_INFERENCE_API_FILE_TYPE="image/png"
+
+# An experimental RENDERING engine (sorry it is not very documented yet, so you can use one of the other engines)
+RENDERING_VIDEOCHAIN_API_URL="http://localhost:7860"
+
+RENDERING_OPENAI_API_BASE_URL="https://api.openai.com/v1"
+RENDERING_OPENAI_API_MODEL="dall-e-3"
+
+# ------------- LLM API CONFIG ----------------
+
+# If you decided to use OpenAI for the LLM engine
+LLM_OPENAI_API_BASE_URL="https://api.openai.com/v1"
+LLM_OPENAI_API_MODEL="gpt-4"
+
+# If you decided to use a private Hugging Face Inference Endpoint for the LLM engine
+LLM_HF_INFERENCE_ENDPOINT_URL=""
+
+# If you decided to use a Hugging Face Inference API model for the LLM engine
+# LLM_HF_INFERENCE_API_MODEL="meta-llama/Llama-2-70b-chat-hf"
+LLM_HF_INFERENCE_API_MODEL="HuggingFaceH4/zephyr-7b-beta"
+
+# ----------- COMMUNITY SHARING (OPTIONAL) -----------
+# You don't need those community sharing options to run the AI Comic Factory
+# locally or on your own server (they are meant to be used by the Hugging Face team)
+NEXT_PUBLIC_ENABLE_COMMUNITY_SHARING="false"
+COMMUNITY_API_URL=
+COMMUNITY_API_TOKEN=
+COMMUNITY_API_ID=
+
+# ----------- CENSORSHIP (OPTIONAL) -----------
+# censorship is currently disabled, but will be required when we create a "community roll"
+# (a public repositoruy of user-generated comic strips)
+ENABLE_CENSORSHIP="false"
+
+# Due to the sensitive nature of some of keywords we want to ban (users try all kind of crazy illegal things)
+# the words are are not put in clear in the source code, but behind an encryption key
+# (I don't want the project to be flagged by an AI robot police on GitHub or something)
+SECRET_FINGERPRINT=""

.eslintrc.json

@@ -0,0 +1,4 @@
+{
+    "extends": "next/core-web-vitals"
+}
+  

.gitignore

@@ -0,0 +1,39 @@
+# See https://help.github.com/articles/ignoring-files/ for more about ignoring files.
+
+node_modules
+
+# dependencies
+/node_modules
+/.pnp
+.pnp.js
+
+# testing
+/coverage
+
+# next.js
+/.next/
+/out/
+
+# production
+/build
+
+# misc
+.DS_Store
+*.pem
+
+# debug
+npm-debug.log*
+yarn-debug.log*
+yarn-error.log*
+
+# local env files
+.env*.local
+
+# vercel
+.vercel
+
+# typescript
+*.tsbuildinfo
+next-env.d.ts
+
+pnpm-lock.yaml

.nvmrc

@@ -0,0 +1 @@
+v20.9.0

CONTRIBUTORS.md

@@ -0,0 +1,10 @@
+This project was developed by Julian Bilcke (@jbilcke-hf), as part of his work at Hugging Face.
+
+------------------------------------------
+
+A huge thanks to external developers for their contributions! 
+
+艾逗笔 (@idoubi):
+- [feature] Added support for OpenAI: https://github.com/jbilcke-hf/ai-comic-factory/pull/6
+- [bug] predict import error (use dynamic imports for the LLM provider): https://github.com/jbilcke-hf/ai-comic-factory/pull/9
+

Dockerfile

@@ -0,0 +1,65 @@
+FROM node:20-alpine AS base
+
+# Install dependencies only when needed
+FROM base AS deps
+# Check https://github.com/nodejs/docker-node/tree/b4117f9333da4138b03a546ec926ef50a31506c3#nodealpine to understand why libc6-compat might be needed.
+RUN apk add --no-cache libc6-compat
+WORKDIR /app
+
+# Install dependencies based on the preferred package manager
+COPY package.json yarn.lock* package-lock.json* pnpm-lock.yaml* ./
+RUN \
+  if [ -f yarn.lock ]; then yarn --frozen-lockfile; \
+  elif [ -f package-lock.json ]; then npm ci; \
+  elif [ -f pnpm-lock.yaml ]; then yarn global add pnpm && pnpm i --frozen-lockfile; \
+  else echo "Lockfile not found." && exit 1; \
+  fi
+
+# Uncomment the following lines if you want to use a secret at buildtime, 
+# for example to access your private npm packages
+# RUN --mount=type=secret,id=HF_EXAMPLE_SECRET,mode=0444,required=true \
+#     $(cat /run/secrets/HF_EXAMPLE_SECRET)
+
+# Rebuild the source code only when needed
+FROM base AS builder
+WORKDIR /app
+COPY --from=deps /app/node_modules ./node_modules
+COPY . .
+
+# Next.js collects completely anonymous telemetry data about general usage.
+# Learn more here: https://nextjs.org/telemetry
+# Uncomment the following line in case you want to disable telemetry during the build.
+# ENV NEXT_TELEMETRY_DISABLED 1
+
+# RUN yarn build
+
+# If you use yarn, comment out this line and use the line above
+RUN npm run build
+
+# Production image, copy all the files and run next
+FROM base AS runner
+WORKDIR /app
+
+ENV NODE_ENV production
+# Uncomment the following line in case you want to disable telemetry during runtime.
+# ENV NEXT_TELEMETRY_DISABLED 1
+
+RUN addgroup --system --gid 1001 nodejs
+RUN adduser --system --uid 1001 nextjs
+
+COPY --from=builder /app/public ./public
+
+# Automatically leverage output traces to reduce image size
+# https://nextjs.org/docs/advanced-features/output-file-tracing
+COPY --from=builder --chown=nextjs:nodejs /app/.next/standalone ./
+COPY --from=builder --chown=nextjs:nodejs /app/.next/static ./.next/static
+COPY --from=builder --chown=nextjs:nodejs /app/.next/cache ./.next/cache
+# COPY --from=builder --chown=nextjs:nodejs /app/.next/cache/fetch-cache ./.next/cache/fetch-cache
+
+USER nextjs
+
+EXPOSE 3000
+
+ENV PORT 3000
+
+CMD ["node", "server.js"]

LICENCE.md

@@ -0,0 +1,170 @@
+Apache License
+==============
+
+_Version 2.0, January 2004_  
+_&lt;<http://www.apache.org/licenses/>&gt;_
+
+### Terms and Conditions for use, reproduction, and distribution
+
+#### 1. Definitions
+
+“License” shall mean the terms and conditions for use, reproduction, and
+distribution as defined by Sections 1 through 9 of this document.
+
+“Licensor” shall mean the copyright owner or entity authorized by the copyright
+owner that is granting the License.
+
+“Legal Entity” shall mean the union of the acting entity and all other entities
+that control, are controlled by, or are under common control with that entity.
+For the purposes of this definition, “control” means **(i)** the power, direct or
+indirect, to cause the direction or management of such entity, whether by
+contract or otherwise, or **(ii)** ownership of fifty percent (50%) or more of the
+outstanding shares, or **(iii)** beneficial ownership of such entity.
+
+“You” (or “Your”) shall mean an individual or Legal Entity exercising
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+
+“Source” form shall mean the preferred form for making modifications, including
+but not limited to software source code, documentation source, and configuration
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+
+“Work” shall mean the work of authorship, whether in Source or Object form, made
+available under the License, as indicated by a copyright notice that is included
+in or attached to the work (an example is provided in the Appendix below).
+
+“Derivative Works” shall mean any work, whether in Source or Object form, that
+is based on (or derived from) the Work and for which the editorial revisions,
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+“Contribution” shall mean any work of authorship, including the original version
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+#### 2. Grant of Copyright License
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+#### 3. Grant of Patent License
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+#### 4. Redistribution
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+* **(a)** You must give any other recipients of the Work or Derivative Works a copy of
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+additional or different license terms and conditions for use, reproduction, or
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+
+#### 5. Submission of Contributions
+
+Unless You explicitly state otherwise, any Contribution intentionally submitted
+for inclusion in the Work by You to the Licensor shall be under the terms and
+conditions of this License, without any additional terms or conditions.
+Notwithstanding the above, nothing herein shall supersede or modify the terms of
+any separate license agreement you may have executed with Licensor regarding
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+
+#### 6. Trademarks
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+reproducing the content of the NOTICE file.
+
+#### 7. Disclaimer of Warranty
+
+Unless required by applicable law or agreed to in writing, Licensor provides the
+Work (and each Contributor provides its Contributions) on an “AS IS” BASIS,
+WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied,
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+
+#### 8. Limitation of Liability
+
+In no event and under no legal theory, whether in tort (including negligence),
+contract, or otherwise, unless required by applicable law (such as deliberate
+and grossly negligent acts) or agreed to in writing, shall any Contributor be
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+incurred by, or claims asserted against, such Contributor by reason of your
+accepting any such warranty or additional liability.
+
+_END OF TERMS AND CONDITIONS_

README.md

@@ -1,11 +1,160 @@
 ---
-title: Ai Comic Generator
-emoji: 💻
-colorFrom: green
-colorTo: blue
+title: AI Comic Factory
+emoji: 👩‍🎨
+colorFrom: red
+colorTo: yellow
 sdk: docker
-pinned: false
-license: mit
+pinned: true
+app_port: 3000
+disable_embedding: true
 ---
 
-Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
+# AI Comic Factory
+
+*(note: the website "aicomicfactory.com" is not affiliated with the AI Comic Factory project, nor it is created or maintained by the AI Comic Factory team. If you see their website has an issue, please contact them directly)*
+
+## Running the project at home
+
+First, I would like to highlight that everything is open-source (see [here](https://huggingface.co/spaces/jbilcke-hf/ai-comic-factory/tree/main), [here](https://huggingface.co/spaces/jbilcke-hf/VideoChain-API/tree/main), [here](https://huggingface.co/spaces/hysts/SD-XL/tree/main), [here](https://github.com/huggingface/text-generation-inference)).
+
+However the project isn't a monolithic Space that can be duplicated and ran immediately:
+it requires various components to run for the frontend, backend, LLM, SDXL etc.
+
+If you try to duplicate the project, open the `.env` you will see it requires some variables.
+
+Provider config:
+- `LLM_ENGINE`: can be one of: "INFERENCE_API", "INFERENCE_ENDPOINT", "OPENAI"
+- `RENDERING_ENGINE`: can be one of: "INFERENCE_API", "INFERENCE_ENDPOINT", "REPLICATE", "VIDEOCHAIN", "OPENAI" for now, unless you code your custom solution
+
+Auth config:
+- `AUTH_HF_API_TOKEN`: only if you decide to use OpenAI for the LLM engine necessary if you decide to use an inference api model or a custom inference endpoint
+- `AUTH_OPENAI_TOKEN`: only if you decide to use OpenAI for the LLM engine
+- `AITH_VIDEOCHAIN_API_TOKEN`: secret token to access the VideoChain API server
+- `AUTH_REPLICATE_API_TOKEN`: in case you want to use Replicate.com
+
+Rendering config:
+- `RENDERING_HF_INFERENCE_ENDPOINT_URL`: necessary if you decide to use a custom inference endpoint
+- `RENDERING_REPLICATE_API_MODEL_VERSION`: url to the VideoChain API server
+- `RENDERING_HF_INFERENCE_ENDPOINT_URL`: optional, default to nothing
+- `RENDERING_HF_INFERENCE_API_BASE_MODEL`: optional, defaults to "stabilityai/stable-diffusion-xl-base-1.0"
+- `RENDERING_HF_INFERENCE_API_REFINER_MODEL`: optional, defaults to "stabilityai/stable-diffusion-xl-refiner-1.0"
+- `RENDERING_REPLICATE_API_MODEL`: optional, defaults to "stabilityai/sdxl"
+- `RENDERING_REPLICATE_API_MODEL_VERSION`: optional, in case you want to change the version
+
+Language model config:
+- `LLM_HF_INFERENCE_ENDPOINT_URL`: "<use your own>"
+- `LLM_HF_INFERENCE_API_MODEL`: "codellama/CodeLlama-7b-hf"
+
+In addition, there are some community sharing variables that you can just ignore.
+Those variables are not required to run the AI Comic Factory on your own website or computer
+(they are meant to create a connection with the Hugging Face community,
+and thus only make sense for official Hugging Face apps):
+- `NEXT_PUBLIC_ENABLE_COMMUNITY_SHARING`: you don't need this
+- `COMMUNITY_API_URL`: you don't need this
+- `COMMUNITY_API_TOKEN`: you don't need this
+- `COMMUNITY_API_ID`: you don't need this
+
+Please read the `.env` default config file for more informations.
+To customise a variable locally, you should create a `.env.local`
+(do not commit this file as it will contain your secrets).
+
+-> If you intend to run it with local, cloud-hosted and/or proprietary models **you are going to need to code 👨‍💻**.
+
+## The LLM API (Large Language Model)
+
+Currently the AI Comic Factory uses [Llama-2 70b](https://huggingface.co/blog/llama2) through an [Inference Endpoint](https://huggingface.co/docs/inference-endpoints/index).
+
+You have three options:
+
+### Option 1: Use an Inference API model
+
+This is a new option added recently, where you can use one of the models from the Hugging Face Hub. By default we suggest to use CodeLlama 34b as it will provide better results than the 7b model.
+
+To activate it, create a `.env.local` configuration file:
+
+```bash
+LLM_ENGINE="INFERENCE_API"
+
+HF_API_TOKEN="Your Hugging Face token"
+
+# codellama/CodeLlama-7b-hf" is used by default, but you can change this
+# note: You should use a model able to generate JSON responses,
+# so it is storngly suggested to use at least the 34b model
+HF_INFERENCE_API_MODEL="codellama/CodeLlama-7b-hf"
+```
+
+### Option 2: Use an Inference Endpoint URL
+
+If you would like to run the AI Comic Factory on a private LLM running on the Hugging Face Inference Endpoint service, create a `.env.local` configuration file:
+
+```bash
+LLM_ENGINE="INFERENCE_ENDPOINT"
+
+HF_API_TOKEN="Your Hugging Face token"
+
+HF_INFERENCE_ENDPOINT_URL="path to your inference endpoint url"
+```
+
+To run this kind of LLM locally, you can use [TGI](https://github.com/huggingface/text-generation-inference) (Please read [this post](https://github.com/huggingface/text-generation-inference/issues/726) for more information about the licensing).
+
+### Option 3: Use an OpenAI API Key
+
+This is a new option added recently, where you can use OpenAI API with an OpenAI API Key.
+
+To activate it, create a `.env.local` configuration file:
+
+```bash
+LLM_ENGINE="OPENAI"
+
+# default openai api base url is: https://api.openai.com/v1
+LLM_OPENAI_API_BASE_URL="Your OpenAI API Base URL"
+
+LLM_OPENAI_API_MODEL="gpt-3.5-turbo"
+
+AUTH_OPENAI_API_KEY="Your OpenAI API Key"
+```
+
+### Option 4: Fork and modify the code to use a different LLM system
+
+Another option could be to disable the LLM completely and replace it with another LLM protocol and/or provider (eg. Claude, Replicate), or a human-generated story instead (by returning mock or static data).
+
+### Notes
+
+It is possible that I modify the AI Comic Factory to make it easier in the future (eg. add support for Claude or Replicate)
+
+## The Rendering API
+
+This API is used to generate the panel images. This is an API I created for my various projects at Hugging Face.
+
+I haven't written documentation for it yet, but basically it is "just a wrapper ™" around other existing APIs:
+
+- The [hysts/SD-XL](https://huggingface.co/spaces/hysts/SD-XL?duplicate=true) Space by [@hysts](https://huggingface.co/hysts)
+- And other APIs for making videos, adding audio etc.. but you won't need them for the AI Comic Factory
+
+### Option 1: Deploy VideoChain yourself
+
+You will have to [clone](https://huggingface.co/spaces/jbilcke-hf/VideoChain-API?duplicate=true) the [source-code](https://huggingface.co/spaces/jbilcke-hf/VideoChain-API/tree/main)
+
+Unfortunately, I haven't had the time to write the documentation for VideoChain yet.
+(When I do I will update this document to point to the VideoChain's README)
+
+
+### Option 2: Use Replicate
+
+To use Replicate, create a `.env.local` configuration file:
+
+```bash
+RENDERING_ENGINE="REPLICATE"
+
+RENDERING_REPLICATE_API_MODEL="stabilityai/sdxl"
+
+RENDERING_REPLICATE_API_MODEL_VERSION="da77bc59ee60423279fd632efb4795ab731d9e3ca9705ef3341091fb989b7eaf"
+
+AUTH_REPLICATE_API_TOKEN="Your Replicate token"
+```
+
+### Option 3: Use another SDXL API
+
+If you fork the project you will be able to modify the code to use the Stable Diffusion technology of your choice (local, open-source, proprietary, your custom HF Space etc).
+
+It would even be something else, such as Dall-E.

components.json

@@ -0,0 +1,16 @@
+{
+  "$schema": "https://ui.shadcn.com/schema.json",
+  "style": "default",
+  "rsc": true,
+  "tsx": true,
+  "tailwind": {
+    "config": "tailwind.config.js",
+    "css": "app/globals.css",
+    "baseColor": "stone",
+    "cssVariables": false
+  },
+  "aliases": {
+    "components": "@/components",
+    "utils": "@/lib/utils"
+  }
+}

next.config.js

@@ -0,0 +1,11 @@
+/** @type {import('next').NextConfig} */
+const nextConfig = {
+  output: 'standalone',
+  
+  experimental: {
+    serverActions: true,
+    serverActionsBodySizeLimit: '8mb',
+  },
+}
+
+module.exports = nextConfig

package.json

@@ -0,0 +1,75 @@
+{
+  "name": "@jbilcke/comic-factory",
+  "version": "0.0.0",
+  "private": true,
+  "scripts": {
+    "dev": "next dev",
+    "build": "next build",
+    "start": "next start",
+    "lint": "next lint"
+  },
+  "dependencies": {
+    "@huggingface/inference": "^2.6.1",
+    "@radix-ui/react-accordion": "^1.1.2",
+    "@radix-ui/react-avatar": "^1.0.3",
+    "@radix-ui/react-checkbox": "^1.0.4",
+    "@radix-ui/react-collapsible": "^1.0.3",
+    "@radix-ui/react-dialog": "^1.0.4",
+    "@radix-ui/react-dropdown-menu": "^2.0.5",
+    "@radix-ui/react-icons": "^1.3.0",
+    "@radix-ui/react-label": "^2.0.2",
+    "@radix-ui/react-menubar": "^1.0.3",
+    "@radix-ui/react-popover": "^1.0.6",
+    "@radix-ui/react-select": "^1.2.2",
+    "@radix-ui/react-separator": "^1.0.3",
+    "@radix-ui/react-slider": "^1.1.2",
+    "@radix-ui/react-slot": "^1.0.2",
+    "@radix-ui/react-switch": "^1.0.3",
+    "@radix-ui/react-toast": "^1.1.4",
+    "@radix-ui/react-tooltip": "^1.0.6",
+    "@types/node": "20.4.2",
+    "@types/react": "18.2.15",
+    "@types/react-dom": "18.2.7",
+    "@types/uuid": "^9.0.2",
+    "autoprefixer": "10.4.14",
+    "class-variance-authority": "^0.6.1",
+    "clsx": "^2.0.0",
+    "cmdk": "^0.2.0",
+    "cookies-next": "^2.1.2",
+    "date-fns": "^2.30.0",
+    "encoding": "^0.1.13",
+    "eslint": "8.45.0",
+    "eslint-config-next": "13.4.10",
+    "html2canvas": "^1.4.1",
+    "konva": "^9.2.2",
+    "lucide-react": "^0.260.0",
+    "next": "13.4.10",
+    "openai": "^4.17.5",
+    "pick": "^0.0.1",
+    "postcss": "8.4.26",
+    "react": "18.2.0",
+    "react-circular-progressbar": "^2.1.0",
+    "react-contenteditable": "^3.3.7",
+    "react-dom": "18.2.0",
+    "react-draggable": "^4.4.6",
+    "react-icons": "^4.11.0",
+    "react-konva": "^18.2.10",
+    "react-virtualized-auto-sizer": "^1.0.20",
+    "replicate": "^0.21.1",
+    "sbd": "^1.0.19",
+    "sharp": "^0.32.5",
+    "tailwind-merge": "^1.13.2",
+    "tailwindcss": "3.3.3",
+    "tailwindcss-animate": "^1.0.6",
+    "ts-node": "^10.9.1",
+    "typescript": "5.1.6",
+    "usehooks-ts": "^2.9.1",
+    "uuid": "^9.0.0",
+    "zustand": "^4.4.1"
+  },
+  "devDependencies": {
+    "@types/qs": "^6.9.7",
+    "@types/react-virtualized": "^9.21.22",
+    "@types/sbd": "^1.0.3"
+  }
+}

postcss.config.js

@@ -0,0 +1,6 @@
+module.exports = {
+  plugins: {
+    tailwindcss: {},
+    autoprefixer: {},
+  },
+}

public/favicon/index.html

@@ -0,0 +1,133 @@
+<!DOCTYPE html>
+<head>
+    <title>
+        Favicons
+    </title>
+    <meta charset="utf-8" />
+    
+    <!-- For old IEs -->
+    <link rel="shortcut icon" href="favicon.ico" />
+    
+    <!-- For new browsers multisize ico  -->
+    <link rel="icon" type="image/x-icon" sizes="16x16 32x32" href="favicon.ico">
+        
+        <!-- Chrome for Android -->
+        <link rel="icon" sizes="192x192" href="favicon-192.png">
+            
+            <!-- For iPhone 6+ downscaled for other devices -->
+            <link rel="apple-touch-icon" sizes="180x180" href="favicon-180-precomposed.png">
+                
+                <!-- For IE10 Metro -->
+                <meta name="msapplication-TileColor" content="#FFFFFF">
+                    <meta name="msapplication-TileImage" content="favicon-114-precomposed.png">
+                        
+                        <style>
+                            
+                            body {
+                                background-color: #f5f5f5;
+                                border: 0px;
+                                margin: 0px;
+                                padding: 0px;
+                                font-family: Consolas,Menlo,Monaco,Lucida Console,Liberation Mono,DejaVu Sans Mono,Bitstream Vera Sans Mono,Courier New,monospace,serif;
+                                color: black;
+                            }
+                        
+                        pre {
+                            margin: 0px;
+                            color: black;
+                            padding: 0px 5%;
+                        }
+                        
+                        code {
+                            
+                        }
+                        
+                        .container {
+                            background-color: white;
+                            max-width: 800px;
+                            width: 100%;
+                            margin: 0 auto;
+                            padding: 1% 0;
+                            height: 100%;
+                        }
+                        
+                        .comment {
+                            color: gray;
+                            padding: 0px;
+                            margin: 0px;
+                        }
+                        
+                        hr {
+                            width: 80%;
+                            padding: 0 5%;
+                            border-color: #f5f5f5;
+                            background-color: #D1D1D1;
+                        }
+                        
+                        p {
+                            padding: 1% 5%;
+                        }
+                        
+                            </style>
+                        
+                        </head>
+<body class="">
+    
+    <div class="container">
+        <p>
+        To use the favicons insert into your  head section some of these tags accordly to your needs.
+        </p>
+        <hr>
+        <pre>
+            <code>
+                <span class="comment">&lt;!-- For old IEs --&gt;</span>
+                &lt;link rel=&quot;shortcut icon&quot; href=&quot;favicon.ico&quot; /&gt;
+                
+                <span class="comment">&lt;!-- For new browsers - multisize ico  --&gt;</span>
+                &lt;link rel=&quot;icon&quot; type=&quot;image/x-icon&quot; sizes=&quot;16x16 32x32&quot; href=&quot;favicon.ico&quot;&gt;
+                
+                <span class="comment">&lt;!-- For iPad with high-resolution Retina display running iOS &ge; 7: --&gt;</span>
+                &lt;link rel=&quot;apple-touch-icon&quot; sizes=&quot;152x152&quot; href=&quot;favicon-152-precomposed.png&quot;&gt;
+                
+                <span class="comment">&lt;!-- For iPad with high-resolution Retina display running iOS &le; 6: --&gt;</span>
+                &lt;link rel=&quot;apple-touch-icon&quot; sizes=&quot;144x144&quot; href=&quot;favicon-144-precomposed.png&quot;&gt;
+                
+                <span class="comment">&lt;!-- For iPhone with high-resolution Retina display running iOS &ge; 7: --&gt;</span>
+                &lt;link rel=&quot;apple-touch-icon&quot; sizes=&quot;120x120&quot; href=&quot;favicon-120-precomposed.png&quot;&gt;
+                
+                <span class="comment">&lt;!-- For iPhone with high-resolution Retina display running iOS &le; 6: --&gt;</span>
+                &lt;link rel=&quot;apple-touch-icon&quot; sizes=&quot;114x114&quot; href=&quot;favicon-114-precomposed.png&quot;&gt;
+                
+                <span class="comment">&lt;!-- For iPhone 6+ --&gt;</span>
+                &lt;link rel=&quot;apple-touch-icon&quot; sizes=&quot;180x180&quot; href=&quot;favicon-180-precomposed.png&quot;&gt;
+                
+                <span class="comment">&lt;!-- For first- and second-generation iPad: --&gt;</span>
+                &lt;link rel=&quot;apple-touch-icon&quot; sizes=&quot;72x72&quot; href=&quot;favicon-72-precomposed.png&quot;&gt;
+                
+                <span class="comment">&lt;!-- For non-Retina iPhone, iPod Touch, and Android 2.1+ devices: --&gt;</span>
+                &lt;link rel=&quot;apple-touch-icon&quot; sizes=&quot;57x57&quot; href=&quot;favicon-57.png&quot;&gt;
+                
+                <span class="comment">&lt;!-- For Old Chrome --&gt;</span>
+                &lt;link rel=&quot;icon&quot; sizes=&quot;32x32&quot; href=&quot;favicon-32.png&quot; &gt;
+                
+                <span class="comment">&lt;!-- For IE10 Metro --&gt;</span>
+                &lt;meta name=&quot;msapplication-TileColor&quot; content=&quot;#FFFFFF&quot;&gt;
+                &lt;meta name=&quot;msapplication-TileImage&quot; content=&quot;favicon-144.png&quot;&gt;
+                &lt;meta name=&quot;theme-color&quot; content=&quot;#ffffff&quot;&gt;
+                
+                <span class="comment">&lt;!-- Chrome for Android --&gt;</span>
+                &lt;link rel=&quot;manifest&quot; href=&quot;manifest.json&quot;&gt;
+                &lt;link rel=&quot;icon&quot; sizes=&quot;192x192&quot; href=&quot;favicon-192.png&quot;&gt;
+                
+            </code>
+        </pre>
+        
+        <hr>
+        
+        <p>
+        For more informations about favicons consult <a href="https://github.com/audreyr/favicon-cheat-sheet">The Favicon Cheat Sheet</a> by Audrey Roy.
+        </p>
+        
+    </div>
+    
+</body>

public/favicon/manifest.json

@@ -0,0 +1,41 @@
+{
+	"name": "pollo",
+	"icons": [
+		{
+			"src": "\/favicon-36.png",
+			"sizes": "36x36",
+			"type": "image\/png",
+			"density": 0.75
+		},
+		{
+			"src": "\/favicon-48.png",
+			"sizes": "48x48",
+			"type": "image\/png",
+			"density": 1
+		},
+		{
+			"src": "\/favicon-72.png",
+			"sizes": "72x72",
+			"type": "image\/png",
+			"density": 1.5
+		},
+		{
+			"src": "\/favicon-96.png",
+			"sizes": "96x96",
+			"type": "image\/png",
+			"density": 2
+		},
+		{
+			"src": "\/favicon-144.png",
+			"sizes": "144x144",
+			"type": "image\/png",
+			"density": 3
+		},
+		{
+			"src": "\/favicon-192.png",
+			"sizes": "192x192",
+			"type": "image\/png",
+			"density": 4
+		}
+	]
+}

src/app/engine/caption.ts

@@ -0,0 +1,54 @@
+"use server"
+
+import { ImageAnalysisRequest, ImageAnalysisResponse } from "@/types"
+
+const apiUrl = `${process.env.RENDERING_VIDEOCHAIN_API_URL || ""}`
+
+export async function see({
+  prompt,
+  imageBase64
+}: {
+  prompt: string
+  imageBase64: string
+}): Promise<string> {
+  if (!prompt) {
+    console.error(`cannot call the API without an image, aborting..`)
+    throw new Error(`cannot call the API without an image, aborting..`)
+  }
+
+  try {
+    const request = {
+      prompt,
+      image: imageBase64
+
+    } as ImageAnalysisRequest
+
+    console.log(`calling ${apiUrl}/analyze called with: `, {
+      prompt: request.prompt,
+      image: request.image.slice(0, 20)
+    })
+
+    const res = await fetch(`${apiUrl}/analyze`, {
+      method: "POST",
+      headers: {
+        Accept: "application/json",
+        "Content-Type": "application/json",
+        // Authorization: `Bearer ${videochainApi}`,
+      },
+      body: JSON.stringify(request),
+      cache: 'no-store',
+    // we can also use this (see https://vercel.com/blog/vercel-cache-api-nextjs-cache)
+    // next: { revalidate: 1 }
+    })
+
+    if (res.status !== 200) {
+      throw new Error('Failed to fetch data')
+    }
+
+    const response = (await res.json()) as ImageAnalysisResponse
+    return response.result
+  } catch (err) {
+    console.error(err)
+    return ""
+  }
+}