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deleted file mode 100644
index a3640b62..00000000
--- a/docs/custom_theme/keyboard-modal.html
+++ /dev/null
@@ -1,40 +0,0 @@
-
-
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-
-
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-
-
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-
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diff --git a/docs/custom_theme/main.html b/docs/custom_theme/main.html
deleted file mode 100644
index 646e947f..00000000
--- a/docs/custom_theme/main.html
+++ /dev/null
@@ -1,10 +0,0 @@
-{% extends "base.html" %}
-
-{#
-The entry point for the MkDocs Theme.
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-Any theme customisations should override this file to redefine blocks defined in
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-the blocks defined in base.html and its included child templates.
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diff --git a/docs/custom_theme/mkdocs_theme.yml b/docs/custom_theme/mkdocs_theme.yml
deleted file mode 100644
index 33de9059..00000000
--- a/docs/custom_theme/mkdocs_theme.yml
+++ /dev/null
@@ -1,17 +0,0 @@
-# Config options for 'mkdocs' theme
-
-static_templates:
- - 404.html
-
-include_search_page: false
-search_index_only: false
-
-highlightjs: true
-hljs_languages: []
-hljs_style: github
-
-shortcuts:
- help: 191 # ?
- next: 78 # n
- previous: 80 # p
- search: 83 # s
diff --git a/docs/custom_theme/nav-sub.html b/docs/custom_theme/nav-sub.html
deleted file mode 100644
index bbe7c423..00000000
--- a/docs/custom_theme/nav-sub.html
+++ /dev/null
@@ -1,14 +0,0 @@
-{%- if not nav_item.children %}
-
- {{ nav_item.title }}
-
-{%- else %}
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-{%- endif %}
diff --git a/docs/custom_theme/search-modal.html b/docs/custom_theme/search-modal.html
deleted file mode 100644
index 5b936d21..00000000
--- a/docs/custom_theme/search-modal.html
+++ /dev/null
@@ -1,24 +0,0 @@
-
-
-
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-
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-
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diff --git a/docs/custom_theme/toc.html b/docs/custom_theme/toc.html
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diff --git a/docs/diagrams/Ambianic Pipeline Example.drawio b/docs/diagrams/Ambianic Pipeline Example.drawio
deleted file mode 100644
index 04378016..00000000
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diff --git a/docs/docs-md/.gitignore b/docs/docs-md/.gitignore
deleted file mode 100644
index deda625c..00000000
--- a/docs/docs-md/.gitignore
+++ /dev/null
@@ -1,2 +0,0 @@
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diff --git a/docs/docs-md/assets/ambianic-5whys.svg b/docs/docs-md/assets/ambianic-5whys.svg
deleted file mode 100644
index c2d1ab97..00000000
--- a/docs/docs-md/assets/ambianic-5whys.svg
+++ /dev/null
@@ -1 +0,0 @@
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\ No newline at end of file
diff --git a/docs/docs-md/assets/ambianic-example-user-journey.svg b/docs/docs-md/assets/ambianic-example-user-journey.svg
deleted file mode 100644
index 2c09a318..00000000
--- a/docs/docs-md/assets/ambianic-example-user-journey.svg
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diff --git a/docs/docs-md/assets/ambianic-user-flow.svg b/docs/docs-md/assets/ambianic-user-flow.svg
deleted file mode 100644
index 378b3e11..00000000
--- a/docs/docs-md/assets/ambianic-user-flow.svg
+++ /dev/null
@@ -1,3 +0,0 @@
-
-
-3 Create Flows 12:30 Setup Ambianic Edge Install Ambianic Edge on a local network serverOrder a plug-and-play device or download the software image and install on your own server.
[Not supported by viewer] 2 Connect to Smart Hub (e.g. Home Assistant) CONTINUE CANCEL 3 Select sensors to observe: Cameras, microphones, lights, door locks, etc. 4 Load sensor history log for AI training 12:30 Create Flow Design FlowPick from a selection of data source elements such as cameras, sensors, audio input. Then connect them to AI elements and inference outputs.
[Not supported by viewer] 2 Configure your timeline view CONTINUE CANCEL 3 Setup Alert Prefernces 4 Turn on flow to observe and advise. 12:30 Review Timeline A few minutes ago Front Door Area Similar looking person reported by Neighbor watch a few days ago
Front Door Area<br/>Similar looking person reported by Neighbor watch a few days ago LOOKS SUSPICIOUS I KNOW THIS PERSON Unknown person near front door
[Not supported by viewer] Neighbor pet Rocky near driveway
[Not supported by viewer] Install Ambianic Edge Ambianic User Flow (Draft)
<font style="font-size: 24px" color="#666666">Ambianic User Flow (Draft)</font> Review Recommendations Connect to Smart Home Hub 2
\ No newline at end of file
diff --git a/docs/docs-md/assets/ambianic-user-system-interactions.svg b/docs/docs-md/assets/ambianic-user-system-interactions.svg
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diff --git a/docs/docs-md/developers/api-overview.md b/docs/docs-md/developers/api-overview.md
deleted file mode 100644
index c49d745f..00000000
--- a/docs/docs-md/developers/api-overview.md
+++ /dev/null
@@ -1,7 +0,0 @@
-
-# API Overview
-
-1. REST
-2. Backend Python
-3. Frontend JS
-4. Other
diff --git a/docs/docs-md/developers/api.md b/docs/docs-md/developers/api.md
deleted file mode 100644
index f45f481a..00000000
--- a/docs/docs-md/developers/api.md
+++ /dev/null
@@ -1,27 +0,0 @@
-
-# Ambianic APIs
-
-
-# API Overview
-
-More about our [API architecture](api-overview.md)
-
-# REST API
-
-More about [REST API](rest-api.md)
-
-# WebSockets API
-
-More about our [WebSockets API](websockets-api.md)
-
-# MQTT API
-
-More about our [MQTT API](mqtt-api.md)
-
-# Backend Python API
-
-More about our [Python API](python-api.md)
-
-# Frontend JavaScript API
-
-More about our [JavaScript API](js-api.md)
diff --git a/docs/docs-md/developers/architecture.md b/docs/docs-md/developers/architecture.md
deleted file mode 100644
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--- a/docs/docs-md/developers/architecture.md
+++ /dev/null
@@ -1,11 +0,0 @@
-
-# Ambianic High Level Architecture
-
-1. Pipelines
-2. Pipe Elements
-3. Sources
-4. Outputs
-5. Connecting Pipelines
-6. Integrations
-
-![uncached image](http://www.plantuml.com/plantuml/proxy?cache=no&src=https://raw.github.com/plantuml/plantuml-server/master/src/main/webapp/resource/test2diagrams.txt)
diff --git a/docs/docs-md/developers/cloud-deployment.md b/docs/docs-md/developers/cloud-deployment.md
deleted file mode 100644
index f50f0bec..00000000
--- a/docs/docs-md/developers/cloud-deployment.md
+++ /dev/null
@@ -1,5 +0,0 @@
-
-# Cloud Deployment Scenarios
-
-1. Private Cloud
-2. Public Cloud
diff --git a/docs/docs-md/developers/deployment.md b/docs/docs-md/developers/deployment.md
deleted file mode 100644
index 955a3a2c..00000000
--- a/docs/docs-md/developers/deployment.md
+++ /dev/null
@@ -1,5 +0,0 @@
-
-# Deployment Scenarios
-
-1. [Edge deployment](edge-deployment.md)
-1. [Cloud deployment](cloud-deployment.md)
diff --git a/docs/docs-md/developers/edge-deployment.md b/docs/docs-md/developers/edge-deployment.md
deleted file mode 100644
index 7fbd1661..00000000
--- a/docs/docs-md/developers/edge-deployment.md
+++ /dev/null
@@ -1,5 +0,0 @@
-
-# Edge IoT Deployment Scenarios
-
-1. Raspberry Pi
-2. Minimal install, capacity planning, scaling, monitoring.
diff --git a/docs/docs-md/developers/hass-integration.md b/docs/docs-md/developers/hass-integration.md
deleted file mode 100644
index ef383453..00000000
--- a/docs/docs-md/developers/hass-integration.md
+++ /dev/null
@@ -1,4 +0,0 @@
-
-# Home Assistant Integration
-
-TBD
diff --git a/docs/docs-md/developers/home-bridge-integration.md b/docs/docs-md/developers/home-bridge-integration.md
deleted file mode 100644
index 0f77facc..00000000
--- a/docs/docs-md/developers/home-bridge-integration.md
+++ /dev/null
@@ -1,4 +0,0 @@
-
-# Home Bridge Integration
-
-TBD
diff --git a/docs/docs-md/developers/integration.md b/docs/docs-md/developers/integration.md
deleted file mode 100644
index dd91b9b4..00000000
--- a/docs/docs-md/developers/integration.md
+++ /dev/null
@@ -1,10 +0,0 @@
-
-# Integration with Smart Home hubs
-
-# Home Assistant
-
-More on [Home Assistant Integration](hass-integration.md)
-
-# Home Bridge
-
-More on [Home Bridge Integration](home-bridge-integration.md)
diff --git a/docs/docs-md/developers/js-api.md b/docs/docs-md/developers/js-api.md
deleted file mode 100644
index 6771d371..00000000
--- a/docs/docs-md/developers/js-api.md
+++ /dev/null
@@ -1,4 +0,0 @@
-
-# Frontend JavaScript API
-
-TBD
diff --git a/docs/docs-md/developers/mqtt-api.md b/docs/docs-md/developers/mqtt-api.md
deleted file mode 100644
index 8a666b69..00000000
--- a/docs/docs-md/developers/mqtt-api.md
+++ /dev/null
@@ -1,4 +0,0 @@
-
-# MQTT API
-
-TBD
diff --git a/docs/docs-md/developers/publish-bazaar.md b/docs/docs-md/developers/publish-bazaar.md
deleted file mode 100644
index 6561bce6..00000000
--- a/docs/docs-md/developers/publish-bazaar.md
+++ /dev/null
@@ -1,4 +0,0 @@
-
-# Publishing to AI Apps Bazaar
-
-TBD
diff --git a/docs/docs-md/developers/python-api.md b/docs/docs-md/developers/python-api.md
deleted file mode 100644
index 3a6e9de1..00000000
--- a/docs/docs-md/developers/python-api.md
+++ /dev/null
@@ -1,6 +0,0 @@
-
-# Backend Python API
-
-1. TBD High level description
-1. [link to raw API](raw-python-api.md)
-1. [![API Diagram](http://www.plantuml.com/plantuml/svg/5Son3G8n34RXtbFyb1GiG9MM6H25XGsnH9p8SGgslrpxzFILcHovse-yYw8QdlJl2v--N93rJ2Bg4EDlSBlG0pn6wDiu5NiDcAU6piJzTgKN5NNPu040)](http://www.plantuml.com/plantuml/uml/5Son3G8n34RXtbFyb1GiG9MM6H25XGsnH9p8SGgslrpxzFILcHovse-yYw8QdlJl2v--N93rJ2Bg4EDlSBlG0pn6wDiu5NiDcAU6piJzTgKN5NNPu040)
diff --git a/docs/docs-md/developers/raw-python-api.md b/docs/docs-md/developers/raw-python-api.md
deleted file mode 100644
index 89f18b48..00000000
--- a/docs/docs-md/developers/raw-python-api.md
+++ /dev/null
@@ -1,105 +0,0 @@
-# ambianic
-
-# ambianic.pipeline
-Main module for Ambianic AI pipelines.
-## PipeElement
-```python
-PipeElement(self)
-```
-The basic building block of an Ambianic pipeline.
-### healthcheck
-```python
-PipeElement.healthcheck(self)
-```
-Check the health of this element.
-
-:returns: (timestamp, status) tuple with most recent heartbeat
-timestamp and health status code ('OK' normally).
-
-### heartbeat
-```python
-PipeElement.heartbeat(self)
-```
-Set the heartbeat timestamp to time.monotonic().
-### stop
-```python
-PipeElement.stop(self)
-```
-Receive stop signal and act accordingly.
-
-Subclasses should override this method by
-first invoking their super class implementation and then running
-through steps specific to stopping their ongoing sample processing.
-
-
-### connect_to_next_element
-```python
-PipeElement.connect_to_next_element(self, next_element=None)
-```
-Connect this element to the next element in the pipe.
-
-Subclasses should not have to override this method.
-
-
-### receive_next_sample
-```python
-PipeElement.receive_next_sample(self, **sample)
-```
-Receive next sample from a connected previous element.
-
-Subclasses should not have to override this method.
-
-:Parameters:
-----------
-**sample : dict
- A dict of (key, value) pairs that represent the sample.
- It is left to specialized implementations of PipeElement to specify
- their in/out sample formats and enforce compatibility with
- adjacent connected pipe elements.
-
-
-### process_sample
-```python
-PipeElement.process_sample(self, **sample)
-```
-Implement processing in subclass as a generator function.
-
-Invoked by receive_next_sample() when the previous element
-(or pipeline source) feeds another data input sample.
-
-Implementing subclasses should process input samples and yield
-output samples for the next element in the pipeline.
-
-:Parameters:
-----------
-**sample : dict
- A dict of (key, value) pairs that represent the sample.
- It is left to specialized implementations of PipeElement to specify
- their in/out sample formats and enforce compatibility with
- adjacent connected pipe elements.
-
-:Returns:
-processed_sample: dict
- Processed sample that will be passed to the next pipeline element.
-
-
-## HealthChecker
-```python
-HealthChecker(self, health_status_callback=None)
-```
-Monitor overall pipeline throughput health.
-
-Attaches at the end of a pipeline to monitor its health status
-based on received output samples and their frequency.
-
-### process_sample
-```python
-HealthChecker.process_sample(self, **sample)
-```
-Call health callback and pass on sample as is.
-# ambianic.pipeline.ai
-
-# ambianic.pipeline.avsource
-
-# ambianic.webapp
-
diff --git a/docs/docs-md/developers/rest-api.md b/docs/docs-md/developers/rest-api.md
deleted file mode 100644
index e38c2c13..00000000
--- a/docs/docs-md/developers/rest-api.md
+++ /dev/null
@@ -1,4 +0,0 @@
-
-# REST API
-
-TBD
diff --git a/docs/docs-md/developers/testing-ai-apps.md b/docs/docs-md/developers/testing-ai-apps.md
deleted file mode 100644
index cc65c682..00000000
--- a/docs/docs-md/developers/testing-ai-apps.md
+++ /dev/null
@@ -1,4 +0,0 @@
-
-# Testing AI Apps
-
-TBD
diff --git a/docs/docs-md/developers/websockets-api.md b/docs/docs-md/developers/websockets-api.md
deleted file mode 100644
index 12140159..00000000
--- a/docs/docs-md/developers/websockets-api.md
+++ /dev/null
@@ -1,4 +0,0 @@
-
-# WebSockets API
-
-TBD
diff --git a/docs/docs-md/developers/writing-ai-app-overview.md b/docs/docs-md/developers/writing-ai-app-overview.md
deleted file mode 100644
index 883e2495..00000000
--- a/docs/docs-md/developers/writing-ai-app-overview.md
+++ /dev/null
@@ -1,14 +0,0 @@
-
-# How to write and publish your own AI app
-
-## Writing Custom AI apps
-
-More about [Writing your first AI App](writing-ai-apps.md)
-
-## Testing Custom AI apps
-
-More about [Testing your AI app](testing-ai-apps.md)
-
-## Publishing to App Bazaar
-
-More about [Publishing your AI app](publish-bazaar.md)
diff --git a/docs/docs-md/developers/writing-ai-apps.md b/docs/docs-md/developers/writing-ai-apps.md
deleted file mode 100644
index 417ba8f1..00000000
--- a/docs/docs-md/developers/writing-ai-apps.md
+++ /dev/null
@@ -1,4 +0,0 @@
-
-# Writing AI Apps
-
-TBD
diff --git a/docs/docs-md/favicon.ico b/docs/docs-md/favicon.ico
deleted file mode 100644
index 1fb6dc50..00000000
Binary files a/docs/docs-md/favicon.ico and /dev/null differ
diff --git a/docs/docs-md/index.md b/docs/docs-md/index.md
deleted file mode 100644
index b8c7e137..00000000
--- a/docs/docs-md/index.md
+++ /dev/null
@@ -1,108 +0,0 @@
-
-[![Ambianic logo](https://avatars2.githubusercontent.com/u/52052162?s=200&v=4)](https://ambianic.ai)
-
-# Project mission
-## Helpful AI for Home and Business Automation
-
-Ambianic is an Open Source AI platform that puts local control and privacy
-first. It enables users to run and train custom AI models
-without compromising privacy and without sharing data with cloud providers.
-
-[View on Github](https://github.com/ambianic/ambianic-core)
-
-# Why?
-
-What's the root cause for Ambianic.ai to exist? Below is a
-[5 Whys](https://en.wikipedia.org/wiki/Five_whys) diagram that
-tries to answer this key question objectively.
-
-[![Ambianic 5 Whys](assets/ambianic-5whys.svg)](https://www.lucidchart.com/invitations/accept/5e0e2084-0d50-499b-afa3-7bea9f82d1f9)
-
-Needless to say there are
-subjective reasons which are equally if not more influential for the existence
-of this project such as basic human excitement to serve a bigger purpose
-via open source AI.
-
-# User Journey
-
-Ambianic's roadmap is inspired by user stories and community feedback.
-The following diagram illustrates an example user journey.
-
-[![Ambianic example user journey](assets/ambianic-example-user-journey.svg)](https://www.lucidchart.com/invitations/accept/b350d806-3c50-46cb-a39a-98b766f1c4af)
-
-
-User journeys help us align on the bigger picture and segue into
-agile development constructs such as user stories and sprints.
-More user journeys will be added over time as the project evolves. Some of the
-candidate topics include:
-
-- **Home Automation**
- - Turn traditional door locks into smart locks with Face Recognition.
- - Alert parents if a crying toddler is left unattended for more than 15 minutes.
- - Raise an alert if a baby is seated near a car door without child lock enabled while in motion.
-
-- **Business Automation**
- - Prevent accidents by alerting drivers who act sleepy or distracted.
- - Make sure that a factory floor position is not left unattended for more than 15 minutes.
- - Recognize presence of unauthorized people in a restricted access work area.
-
-# User - System Interactions
-
-Users interact with the system in two phases:
-
-1. First Time Installation
-2. Consequent App Engagements
-
-The following diagram illustrates the high level user - system interactions.
-
-[![Ambianic User - System Interactions](assets/ambianic-user-system-interactions.svg)](https://www.lucidchart.com/invitations/accept/78d403ce-ebf5-45b3-a4c3-8b89679b0667)
-
-# User Interface Flow
-
-The User Interface is centered around three main activities:
-
-1. Setup Ambianic Edge to communicate with smart home devices: sensors, cameras, microphones, lights, door locks, and others.
-2. Design flows to automatically observe sensors and make helpful recommendations.
-3. Review event timeline, alerts and actionable recommendations.
-
-The Ambianic UI is architected as an Offline-First PWA
-(Progressive Web Application). It does not assume that the user has constant
-broadband internet access when she needs to interact with Ambianic local data
- and devices. We anticipate a range of real world scenarios
-with low bandwidth or no-Internet access at all when the use may need to
- review Ambianic alerts, timeline data, edit flows and configure Edge devices.
-
-It stores data locally on the client device (mobile or desktop) and,
-when there’s a network connection,
-syncs data to the user's Ambianic server and resolves any data conflicts.
-When possible it communicates directly with local Ambianic Edge devices
-minimizing network routing overhead.
-
-[![Ambianic User Interface Flow](assets/ambianic-user-flow.svg)](https://www.draw.io/?lightbox=1&highlight=0000ff&edit=_blank&layers=1&nav=1&title=ambianic-user-flow#Uhttps%3A%2F%2Fdrive.google.com%2Fuc%3Fid%3D1BgeZn_ZX6VTag2fA2HLtwJQIqYhFi6LI%26export%3Ddownload)
-
-# Project Status
-
-At this time, Ambianic is in active early formation stages. Design and implementation decisions are made daily with focus on advancing the project to an initial stable version as soon as possible.
-
-If you are willing to take the risk that comes with early stage code and are able to dive deep into Python, Javascript, Gstreamer, and Tensorflow code, then please keep reading. Otherwise you can register to [watch for new releases](https://github.com/ambianic/ambianic-core). We will notify you as soon as a stable release is out.
-
-# Product Design Goals
-
-Our goal is to build a product that is useful out of the box:
-
- - Less than 15 minutes setup time
- - Less than $75 in hardware costs
- + Primary platform: Raspberry Pi 4 B, 4GB RAM, 32GB SDRAM
- - No coding required to get started
- - Decomposable and hackable for open source developers
-
-# Run in Development Mode
-
-If you would like to try the current development version, follow these steps:
-
-1. Clone this git repository.
-2. `./ambianic-start.sh`
-3. Study `config.yaml` and go from there.
-
-# Contributors
-If you are interested in becoming a contributor to the project, please read the [Contributing](legal/CONTRIBUTING.md) page and follow the steps. Looking forward to hearing from you!
diff --git a/docs/docs-md/legal/CONTRIBUTING.md b/docs/docs-md/legal/CONTRIBUTING.md
deleted file mode 100644
index c1efe8e9..00000000
--- a/docs/docs-md/legal/CONTRIBUTING.md
+++ /dev/null
@@ -1,28 +0,0 @@
-# How to Contribute
-
-We'd love to accept your patches and contributions to this project. There are
-just a few small guidelines you need to follow.
-
-## Contributor License Agreement
-
-Contributions to this project must be accompanied by a Contributor License
-Agreement. You (or your employer) retain the copyright to your contribution;
-this simply gives us permission to use and redistribute your contributions as
-part of the project. Head over to to see
-your current agreements on file or to sign a new one.
-
-You generally only need to submit a CLA once, so if you've already submitted one
-(even if it was for a different project), you probably don't need to do it
-again.
-
-## Code reviews
-
-All submissions, including submissions by project members, require review. We
-use GitHub pull requests for this purpose. Consult
-[GitHub Help](https://help.github.com/articles/about-pull-requests/) for more
-information on using pull requests.
-
-## Community Guidelines
-
-This project follows [Google's Open Source Community
-Guidelines](https://opensource.google.com/conduct/).
diff --git a/docs/docs-md/users/ai-apps-bazaar.md b/docs/docs-md/users/ai-apps-bazaar.md
deleted file mode 100644
index ea5822d4..00000000
--- a/docs/docs-md/users/ai-apps-bazaar.md
+++ /dev/null
@@ -1,5 +0,0 @@
-
-# About the AI Apps Bazaar
-
-1. Github Repo URL
-2. Docker hub URL?
diff --git a/docs/docs-md/users/ai-apps.md b/docs/docs-md/users/ai-apps.md
deleted file mode 100644
index b8dc8ae0..00000000
--- a/docs/docs-md/users/ai-apps.md
+++ /dev/null
@@ -1,7 +0,0 @@
-
-# Ambianic AI Apps
-
-
-1. [Standard apps](standard-ai-apps.md)
-1. [Custom apps](custom-ai-apps.md)
-1. [Apps Bazaar](ai-apps-bazaar.md)
diff --git a/docs/docs-md/users/configure.md b/docs/docs-md/users/configure.md
deleted file mode 100644
index 48bcd28d..00000000
--- a/docs/docs-md/users/configure.md
+++ /dev/null
@@ -1,31 +0,0 @@
-
-
-# Configuring Ambianic
-
-1. Quickstart reference
-2. Most common configuration settings
-3. Advanced configuration
-4. Configuration changes: runtime safe and restart changes
-
-
-st=>start: Start|past:>http://www.google.com[blank]
-e=>end: Ende|future:>http://www.google.com
-op1=>operation: My Operation|past
-op2=>operation: Stuff|current
-sub1=>subroutine: My Subroutine|invalid
-cond=>condition: Yes
-or No?|approved:>http://www.google.com
-c2=>condition: Good idea|rejected
-io=>inputoutput: catch something...|future
-
-st->op1(right)->cond
-cond(yes, right)->c2
-cond(no)->sub1(left)->op1
-c2(yes)->io->e
-c2(no)->op2->e
-
-
-
-
diff --git a/docs/docs-md/users/custom-ai-apps.md b/docs/docs-md/users/custom-ai-apps.md
deleted file mode 100644
index 97b9c4fa..00000000
--- a/docs/docs-md/users/custom-ai-apps.md
+++ /dev/null
@@ -1,6 +0,0 @@
-
-# Installing and Running Custom AI Apps
-
-1. Examples of custom apps
-2. Where to get custom apps
-3. How to install and run
diff --git a/docs/docs-md/users/faq.md b/docs/docs-md/users/faq.md
deleted file mode 100644
index b58de34b..00000000
--- a/docs/docs-md/users/faq.md
+++ /dev/null
@@ -1,22 +0,0 @@
-
-# Frequently Asked Questions
-
-
-1. Does Ambianic use hardware accelerators for AI inference?
-Yes. Ambianic currently supports the Google Coral EdgeTPU.
-The server relies on the Tensorflow Lite Runtime to dynamically detect Coral.
-If no EdgeTPU is available, AI inference falls back on the CPU. Check your logs
-for messages indicating EdgeTPU availability.
-2. Does Ambianic use hardware accelerators for video processing?
-Yes. Ambianic relies on `gstreamer` to dynamically detect and use any available
-GPU on the host platform for video and image processing.
-
-3. Asked
-4. Asked
-5. Asked
-6.
-2.
-
-
-
-TBD
diff --git a/docs/docs-md/users/howto.md b/docs/docs-md/users/howto.md
deleted file mode 100644
index b2f002e9..00000000
--- a/docs/docs-md/users/howto.md
+++ /dev/null
@@ -1,4 +0,0 @@
-
-# How To
-
-TBD
diff --git a/docs/docs-md/users/install.md b/docs/docs-md/users/install.md
deleted file mode 100644
index 276ce10e..00000000
--- a/docs/docs-md/users/install.md
+++ /dev/null
@@ -1,5 +0,0 @@
-
-# Installing and Running Ambianic
-
-1. Quickstart reference
-2. Various install scenarios: CPU, OS matrix
diff --git a/docs/docs-md/users/mobileui.md b/docs/docs-md/users/mobileui.md
deleted file mode 100644
index f85f1b75..00000000
--- a/docs/docs-md/users/mobileui.md
+++ /dev/null
@@ -1,6 +0,0 @@
-
-# Amianic Mobile UI
-
-1. Registration and login
-2. Your Inference Timeline
-3. Alerts and Notifications
diff --git a/docs/docs-md/users/quickstart.md b/docs/docs-md/users/quickstart.md
deleted file mode 100644
index 4e891417..00000000
--- a/docs/docs-md/users/quickstart.md
+++ /dev/null
@@ -1,95 +0,0 @@
-
-# Quick Start
-
-Ambianic's main goal is to provide helpful suggestions in the context of home
-and business automation. The main unit of work is the Ambianic pipeline.
-The following diagram illustrates an example pipeline that takes as input a video stream
- URI source such as a surveillance camera and
-outputs object detections to a local directory.
-
-
-st=>start: Video Source
-op_obj=>operation: Object Detection AI
-op_sav1=>parallel: Storage Element
-io1=>inputoutput: save object detections to file
-op_face=>operation: Face Detection AI
-op_sav2=>parallel: Storage Element
-io2=>inputoutput: save face detections to file
-e=>end: Output to other pipelines
-
-st->op_obj
-op_obj(bottom)->op_sav1
-op_sav1(path1, bottom)->op_face
-op_sav1(path2, right)->io1
-op_face(bottom)->op_sav2
-op_sav2(path1, bottom)->e
-op_sav2(path2, right)->io2
-
-
-
-
-
-
-## Configuration
-
-Here is the corresponding configuration section in `config.yaml` for the pipeline above:
-
-```yaml
-pipelines:
- # sequence of piped operations for use in daytime front door watch
- daytime_front_door_watch:
- - source: *src_front_door_cam
- - detect_objects: # run ai inference on the input data
- <<: *tfm_image_detection
- confidence_threshold: 0.8
- - save_detections: # save samples from the inference results
- output_directory: *object_detect_dir
- positive_interval: 2 # how often (in seconds) to save samples with ANY results above the confidence threshold
- idle_interval: 6000 # how often (in seconds) to save samples with NO results above the confidence threshold
- - detect_faces: # run ai inference on the samples from the previous element output
- <<: *tfm_face_detection
- confidence_threshold: 0.8
- - save_detections: # save samples from the inference results
- output_directory: *face_detect_dir
- positive_interval: 2
- idle_interval: 600
-
-```
-
-In the configuration excerpt above, there are a few references to variables
-defined elsewhere in the YAML file. `*src_front_door_cam` is the only
-reference that you have to understand and configure in order
-to get Ambianic working with your own camera (or other source of video feed).
-
-Here is the definition of this variable reference that you will find in config.yaml:
-
-```yaml
-sources:
- front_door_camera: &src_front_door_cam
- uri: *secret_uri_front_door_camera
- type: video
-```
-
-The key parameter here is `uri`. We recommended that you store the value
-in `secrets.yaml` which needs to be located in the same directory as
-`config.yaml`.
-
-A valid entry in `secretes.yaml` for a camera URI, would look like this:
-```yaml
-secret_uri_front_door_camera: &secret_uri_front_door_camera 'rtsp://user:pass@192.168.86.111:554/Streaming/Channels/101'
-# add more secret entries as regular yaml mappings
-```
-
-Assuming you are familiar with yaml syntax, the rest of the configuration
-settings can be left with their default values.
-
-Once you specify the URI of your camera, you can navigate to the Ambianic
-working directory and start the server with:
-```sh
-./ambianic-start.sh
-```
-
-You can find object and face detections stored in the `./data`
-directory by default. Respectively under `./data/objects` and `./data/faces` .
diff --git a/docs/docs-md/users/standard-ai-apps.md b/docs/docs-md/users/standard-ai-apps.md
deleted file mode 100644
index bddf27d8..00000000
--- a/docs/docs-md/users/standard-ai-apps.md
+++ /dev/null
@@ -1,7 +0,0 @@
-
-# Standard AI Apps Included with the base Ambianic distribution
-
-1. Object Detection
-2. Face Detection
-3. Face Recognition
-4. Etc.
diff --git a/docs/docs-md/users/support.md b/docs/docs-md/users/support.md
deleted file mode 100644
index 16a908d0..00000000
--- a/docs/docs-md/users/support.md
+++ /dev/null
@@ -1,4 +0,0 @@
-
-# Support
-
-TBD
diff --git a/docs/docs-md/users/webui.md b/docs/docs-md/users/webui.md
deleted file mode 100644
index c7c88459..00000000
--- a/docs/docs-md/users/webui.md
+++ /dev/null
@@ -1,8 +0,0 @@
-
-# Amianic Web UI
-
-1. Registration and login
-2. Securing access
-3. AI Apps Overview
-4. Pipelines Overview
-4. Advanced Pipeline Composition
diff --git a/docs/favicon.ico b/docs/favicon.ico
deleted file mode 100644
index 1fb6dc50..00000000
Binary files a/docs/favicon.ico and /dev/null differ
diff --git a/docs/mkdocs.yml b/docs/mkdocs.yml
deleted file mode 100644
index 66da65d3..00000000
--- a/docs/mkdocs.yml
+++ /dev/null
@@ -1,33 +0,0 @@
-site_name: Ambianic Documentation
-repo_url: https://github.com/ambianic/ambianic-core
-edit_uri: https://github.com/ambianic/ambianic-core/edit/master/docs/docs-md/
-nav:
- - Home: index.md
- - User Guide:
- - Quick Start: users/quickstart.md
- - FAQ: users/faq.md
- - Installing: users/install.md
- - Configuring: users/configure.md
- - Web UI: users/webui.md
- - Mobile UI: users/mobileui.md
- - AI Apps: users/ai-apps.md
- - How To: users/howto.md
- - Support: users/support.md
- - Developer Guide:
- - Architecture: developers/architecture.md
- - APIs: developers/api.md
- - Integrations: developers/integration.md
- - Writing AI Apps: developers/writing-ai-app-overview.md
- - Deployment Scenarios: developers/deployment.md
- - Contributing: legal/CONTRIBUTING.md
-theme:
- name: mkdocs
- custom_dir: custom_theme/
-copyright: Ambianic.ai (2019)
-docs_dir: docs-md
-# extra_css:
-# - assets/flowchart.css
-# extra_javascript:
-# - assets/raphael.min.js
-# - assets/flowchart.min.js
-# - assets/jquery-plugin.js
diff --git a/docs/pydocmd.yml b/docs/pydocmd.yml
deleted file mode 100644
index fe963c9e..00000000
--- a/docs/pydocmd.yml
+++ /dev/null
@@ -1,49 +0,0 @@
-site_name: "Ambianic Developer API Documentation"
-
-# This tells pydocmd which pages to generate from which Python modules,
-# functions and classes. At the first level is the page name, below that
-# is a tree of Python member names (modules, classes, etc.) that should be
-# documented. Higher indentation leads to smaller header size.
-generate:
-- ambianic/python-api.md:
- - ambianic++:
- - ambianic+ # (+ to include members)
- - ambianic.pipeline++ # (+ to include members)
- - ambianic.pipeline.ai++ # (+ to include members)
- - ambianic.pipeline.avsource++ # (+ to include members)
- - ambianic.pipeline.webapp++ # (+ to include members)
-# - foobar.baz.some_function
-# - baz/more-stuff.md:
-# - foobar.more++ # (++ to include members, and their members)
-
-# MkDocs pages configuration. The `<<` operator is sugar added by pydocmd
-# that allows you to use an external Markdown file (eg. your project's README)
-# in the documentation. The path must be relative to current working directory.
-pages:
-- Home: index.md # << ../README.md
-- ambianic.api:
- - Ambianic Python API: ambianic/python-api.md
-
-# These options all show off their default values. You don't have to add
-# them to your configuration if you're fine with the default.
-docs_dir: sources
-gens_dir: _build/pydocmd # This will end up as the MkDocs 'docs_dir'
-site_dir: _build/site
-theme: mkdocs # readthedocs
-loader: pydocmd.loader.PythonLoader
-preprocessor: pydocmd.preprocessor.Preprocessor
-
-# Whether to output headers as markdown or HTML. Used to workaround
-# https://github.com/NiklasRosenstein/pydoc-markdown/issues/11. The default is
-# to generate HTML with unique and meaningful id tags, which can't be done with
-# markdown.
-#
-# Note: if using the simple generator mode, this will default to 'markdown'
-# instead of 'html'.
-headers: html
-
-# Additional search path for your Python module. If you use Pydocmd from a
-# subdirectory of your project (eg. docs/), you may want to add the parent
-# directory here.
-additional_search_paths:
-- ..