diff --git a/.gitignore b/.gitignore
index 47b1995..221421a 100644
--- a/.gitignore
+++ b/.gitignore
@@ -1,145 +1,148 @@
-# Runtime data
-./devruntime
-
-# Byte-compiled / optimized / DLL files
-__pycache__/
-*.py[cod]
-*$py.class
-
-# C extensions
-*.so
-
-# Distribution / packaging
-.Python
-build/
-develop-eggs/
-dist/
-downloads/
-eggs/
-.eggs/
-lib/
-!pkg/agent/tasks/lib/
-lib64/
-parts/
-sdist/
-var/
-wheels/
-pip-wheel-metadata/
-share/python-wheels/
-*.egg-info/
-.installed.cfg
-*.egg
-MANIFEST
-
-# PyInstaller
-#  Usually these files are written by a python script from a template
-#  before PyInstaller builds the exe, so as to inject date/other infos into it.
-*.manifest
-*.spec
-
-# Installer logs
-pip-log.txt
-pip-delete-this-directory.txt
-
-# Unit test / coverage reports
-htmlcov/
-.tox/
-.nox/
-.coverage
-.coverage.*
-.cache
-nosetests.xml
-coverage.xml
-*.cover
-*.py,cover
-.hypothesis/
-.pytest_cache/
-
-# Translations
-*.mo
-*.pot
-
-# Django stuff:
-*.log
-local_settings.py
-db.sqlite3
-db.sqlite3-journal
-
-# Flask stuff:
-instance/
-.webassets-cache
-
-# Scrapy stuff:
-.scrapy
-
-# Sphinx documentation
-docs/_build/
-
-# PyBuilder
-target/
-
-# Jupyter Notebook
-.ipynb_checkpoints
-
-# IPython
-profile_default/
-ipython_config.py
-
-# pyenv
-.python-version
-
-# pipenv
-#   According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control.
-#   However, in case of collaboration, if having platform-specific dependencies or dependencies
-#   having no cross-platform support, pipenv may install dependencies that don't work, or not
-#   install all needed dependencies.
-#Pipfile.lock
-
-# PEP 582; used by e.g. github.com/David-OConnor/pyflow
-__pypackages__/
-
-# Celery stuff
-celerybeat-schedule
-celerybeat.pid
-
-# SageMath parsed files
-*.sage.py
-
-# Environments
-.env
-.venv
-env/
-venv/
-ENV/
-env.bak/
-venv.bak/
-
-# Spyder project settings
-.spyderproject
-.spyproject
-
-# Rope project settings
-.ropeproject
-
-# mkdocs documentation
-/site
-
-# mypy
-.mypy_cache/
-.dmypy.json
-dmypy.json
-
-# Pyre type checker
-.pyre/
-
-# ignore PyCharm IDE preferences
-.idea/
-
-# Random test files / specs
-*.tmp
-cookies
-*.sqlite
-**/pgdata
-client/
-generated/
-**/corpus_count.json
+# Runtime data
+./devruntime
+
+# Byte-compiled / optimized / DLL files
+__pycache__/
+*.py[cod]
+*$py.class
+
+# C extensions
+*.so
+
+# Distribution / packaging
+.Python
+build/
+develop-eggs/
+dist/
+downloads/
+eggs/
+.eggs/
+lib/
+!pkg/agent/tasks/lib/
+lib64/
+parts/
+sdist/
+var/
+wheels/
+pip-wheel-metadata/
+share/python-wheels/
+*.egg-info/
+.installed.cfg
+*.egg
+MANIFEST
+
+# PyInstaller
+#  Usually these files are written by a python script from a template
+#  before PyInstaller builds the exe, so as to inject date/other infos into it.
+*.manifest
+*.spec
+
+# Installer logs
+pip-log.txt
+pip-delete-this-directory.txt
+
+# Unit test / coverage reports
+htmlcov/
+.tox/
+.nox/
+.coverage
+.coverage.*
+.cache
+nosetests.xml
+coverage.xml
+*.cover
+*.py,cover
+.hypothesis/
+.pytest_cache/
+
+# Translations
+*.mo
+*.pot
+
+# Django stuff:
+*.log
+local_settings.py
+db.sqlite3
+db.sqlite3-journal
+
+# Flask stuff:
+instance/
+.webassets-cache
+
+# Scrapy stuff:
+.scrapy
+
+# Sphinx documentation
+docs/_build/
+
+# PyBuilder
+target/
+
+# Jupyter Notebook
+.ipynb_checkpoints
+
+# IPython
+profile_default/
+ipython_config.py
+
+# pyenv
+.python-version
+
+# pipenv
+#   According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control.
+#   However, in case of collaboration, if having platform-specific dependencies or dependencies
+#   having no cross-platform support, pipenv may install dependencies that don't work, or not
+#   install all needed dependencies.
+#Pipfile.lock
+
+# PEP 582; used by e.g. github.com/David-OConnor/pyflow
+__pypackages__/
+
+# Celery stuff
+celerybeat-schedule
+celerybeat.pid
+
+# SageMath parsed files
+*.sage.py
+
+# Environments
+.env
+.venv
+env/
+venv/
+ENV/
+env.bak/
+venv.bak/
+
+# Spyder project settings
+.spyderproject
+.spyproject
+
+# Rope project settings
+.ropeproject
+
+# mkdocs documentation
+/site
+
+# mypy
+.mypy_cache/
+.dmypy.json
+dmypy.json
+
+# Pyre type checker
+.pyre/
+
+# ignore PyCharm IDE preferences
+.idea/
+
+# Random test files / specs
+*.tmp
+cookies
+*.sqlite
+**/pgdata
+client/
+generated/
+**/corpus_count.json
+.vscode/settings.json
+devdocker/devdocker/docker-compose.override.yml
+devdocker/devdocker/docker-compose.yml
diff --git a/.vscode/settings.json b/.vscode/settings.json
new file mode 100644
index 0000000..fbc75d0
--- /dev/null
+++ b/.vscode/settings.json
@@ -0,0 +1,6 @@
+{
+  "[python]": {
+    "editor.defaultFormatter": "ms-python.black-formatter"
+  },
+  "python.formatting.provider": "none"
+}
\ No newline at end of file
diff --git a/devdocker/docker-compose.override.yml b/devdocker/docker-compose.override.yml
new file mode 100644
index 0000000..73e132f
--- /dev/null
+++ b/devdocker/docker-compose.override.yml
@@ -0,0 +1,59 @@
+version: "3.4"
+
+
+
+services:
+  frontend:
+    image: classtranscribe/frontend:staging
+    build: 
+      context: ../../FrontEnd
+      dockerfile: ./Dockerfile
+
+  api:
+    image: classtranscribe/api:staging
+    build:
+      context: ../../WebAPI
+      target: publish
+      dockerfile: ./API.Dockerfile    
+    environment:
+      - LogEntityFrameworkSQL=true
+
+
+  taskengine:
+    image: classtranscribe/taskengine:staging
+    build:
+      context: ../../WebAPI
+      target: publish
+      dockerfile: ./TaskEngine.Dockerfile
+
+  pythonrpcserver:
+    image: classtranscribe/pythonrpcserver:staging
+    build:
+      context: ../../WebAPI
+      dockerfile: ./pythonrpcserver.Dockerfile
+      
+  scenedetection:  
+    image: classtranscribe/ct-python:staging
+    build:
+      context: ../
+      dockerfile: ./Dockerfile
+    environment:
+      RABBITMQ_URI: 'amqp://mahipal2%40illinois.edu:Test123@rabbitmq:5672/%2f'
+
+  phrasehinter:
+    image: classtranscribe/ct-python:staging
+    # No need to specify a build here; scene detection will build the image
+    environment:
+      RABBITMQ_URI: 'amqp://mahipal2%40illinois.edu:Test123@rabbitmq:5672/%2f'
+  
+  glossary:
+    image: classtranscribe/ct-python:staging
+    # No need to specify a build here; scene detection will build the image
+    environment:
+      RABBITMQ_URI: 'amqp://mahipal2%40illinois.edu:Test123@rabbitmq:5672/%2f'
+  
+  crawler:
+    image: classtranscribe/ct-python:staging
+    # No need to specify a build here; scene detection will build the image
+    environment:
+      RABBITMQ_URI: 'amqp://mahipal2%40illinois.edu:Test123@rabbitmq:5672/%2f'
diff --git a/devdocker/docker-compose.yml b/devdocker/docker-compose.yml
new file mode 100644
index 0000000..a448981
--- /dev/null
+++ b/devdocker/docker-compose.yml
@@ -0,0 +1,238 @@
+version: "3.4"
+
+services:
+
+  # webserver to handle all traffic. This can use let's encrypt to generate a SSL cert.
+  traefik:
+    image: traefik:v1.7
+    command:
+      - --loglevel=INFO
+      - --api
+      # Entrypoints
+      - --defaultentrypoints=https,http
+      - --entryPoints=Name:http Address::${TRAEFIK_HTTP_PORT:-8000} ${TRAEFIK_HTTP_REDIRECT:-""}
+      - --entryPoints=Name:https Address::${TRAEFIK_HTTPS_PORT:-8443} ${TRAEFIK_HTTPS_OPTIONS:-TLS}
+      # Configuration for acme (https://letsencrypt.org/)
+      - --acme=${TRAEFIK_ACME_ENABLE:-false}
+      #- --acme.caserver=https://acme-staging-v02.api.letsencrypt.org/directory
+      - --acme.email=${ADMIN_USER_ID:-""}
+      - --acme.entrypoint=https
+      - --acme.onhostrule=true
+      - --acme.storage=/config/acme.json
+      - --acme.httpchallenge.entrypoint=http
+      - --acme.storage=/config/acme.json
+      - --acme.acmelogging=true
+      - --acme.domains=${HOST_NAME:-""}
+      - --acme.domains=${TRAEFIK_ADDITIONAL_HOST1:-""}
+      - --acme.domains=${TRAEFIK_ADDITIONAL_HOST2:-""}
+      # DOCKER
+      - --docker=true
+      - --docker.endpoint=unix:///var/run/docker.sock
+      - --docker.exposedbydefault=false
+      - --docker.watch=true
+      # - --docker.domain=docker.localhost
+    #restart: unless-stopped
+    ports:
+      - "${TRAEFIK_HTTP_PORT-8000}:${TRAEFIK_HTTP_PORT:-8000}"
+      - "${TRAEFIK_HTTPS_PORT-8443}:${TRAEFIK_HTTPS_PORT:-8443}"
+    labels:
+      - "traefik.enable=true"
+      - "traefik.backend=traefik"
+      - "traefik.port=8080"
+      - "traefik.frontend.rule=PathPrefixStrip: /traefik"
+      - "traefik.website.frontend.whiteList.sourceRange=${TRAEFIK_IPFILTER:-172.16.0.0/12}"
+      # - "traefik.http.middlewares.test-auth.basicauth.users=test:$$apr1$$H6uskkkW$$IgXLP6ewTrSuBkTrqE8wj/"
+    volumes:
+      - /var/run/docker.sock:/var/run/docker.sock:ro
+      - ${DATA:-~/docker_data}/traefik:/config
+    container_name: "traefik"
+
+  db:
+    image: postgres:11.7
+    volumes:
+      - "${DATA:-~/docker_data}/pgvolume:/var/lib/postgresql/data"
+    ports:
+      - "127.0.0.1:5432:5432"
+    env_file:
+      - ".env"
+    environment:
+      - POSTGRES_USER=${ADMIN_USER_ID:-guest}
+      - POSTGRES_PASSWORD=${ADMIN_PASSWORD:-guest}
+    container_name: "db"
+
+  pgadmin:
+    image: dpage/pgadmin4:4.11
+    depends_on:
+      - db
+      - traefik
+    volumes:
+      - "${DATA:-~/docker_data}/pga4volume:/var/lib/pgadmin"
+    env_file:
+      - ".env"
+    environment:
+      - PGADMIN_DEFAULT_EMAIL=${ADMIN_USER_ID:-guest}
+      - PGADMIN_DEFAULT_PASSWORD=${ADMIN_PASSWORD:-guest}
+    container_name: "pgadmin"
+    labels:
+      - "traefik.enable=true"
+      - "traefik.backend=pgadmin"
+      - "traefik.port=80"
+      - "traefik.frontend.rule=PathPrefix:/pgadmin"
+      - "traefik.website.frontend.whiteList.sourceRange=${TRAEFIK_IPFILTER:-172.16.0.0/12}"
+
+  rabbitmq:
+    image: rabbitmq:3.8.19-management
+    container_name: "rabbitmq"
+    env_file:
+      - ".env"
+    #restart: unless-stopped
+    environment:
+      # - RABBITMQ_CONFIG_FILE=/data/config/rabbitmq
+      - RABBITMQ_SERVER_ADDITIONAL_ERL_ARGS=-rabbitmq_management path_prefix "/rabbitmq"
+      - RABBITMQ_DEFAULT_USER=${ADMIN_USER_ID:-guest}
+      - RABBITMQ_DEFAULT_PASS=${ADMIN_PASSWORD:-guest}
+    labels:
+      - "traefik.enable=true"
+      - "traefik.backend=rabbitmq"
+      - "traefik.port=15672"
+      - "traefik.frontend.rule=PathPrefix:/rabbitmq"
+      - "traefik.website.frontend.whiteList.sourceRange=${TRAEFIK_IPFILTER:-172.16.0.0/12}"
+  
+  pythonrpcserver:
+    image: classtranscribe/pythonrpcserver:staging
+    container_name: "pythonrpcserver"
+    env_file:
+      - ".env"
+    volumes:
+        - "${DATA:-~/docker_data}/data:/data"
+    ports:
+      - "127.0.0.1:50051:50051"
+  
+  api:
+    image: classtranscribe/api:staging
+    volumes:
+      - "${DATA:-~/docker_data}/data:/data"
+    container_name: "api"
+    depends_on:
+      - db
+      - rabbitmq
+      - traefik
+    env_file:
+      - ".env"
+    labels:
+      - "traefik.enable=true"
+      - "traefik.backend=api"
+      - "traefik.port=80"
+      - "traefik.frontend.rule=PathPrefix: /api/,/data/,/swag"
+      - "traefik.website.frontend.whiteList.sourceRange=${TRAEFIK_IPFILTER:-172.16.0.0/12}"
+    command: "/wait-for rabbitmq:5672 --timeout=50 -- dotnet /app/ClassTranscribeServer.dll"
+
+  taskengine:
+    image: classtranscribe/taskengine:staging
+    volumes:
+      - "${DATA:-~/docker_data}/data:/data"
+    container_name: "taskengine"
+    depends_on:
+      - db
+      - rabbitmq
+      - pythonrpcserver
+    env_file:
+      - ".env"
+    command: "/wait-for rabbitmq:5672 --timeout=50 -- dotnet /app/TaskEngine.dll"
+  
+
+  frontend:
+    image: classtranscribe/frontend:staging
+    env_file:
+      .env
+    depends_on:
+      - traefik
+      #- api
+    labels:
+      - "traefik.enable=true"
+      - "traefik.backend=frontend"
+      - "traefik.port=80"
+      - "traefik.frontend.rule=PathPrefix: /"
+      - "traefik.website.frontend.whiteList.sourceRange=${TRAEFIK_IPFILTER:-172.16.0.0/12}"
+    container_name: "frontend"
+    volumes:
+      - "${DATA:-~/docker_data}/live:/build/live"
+
+  elasticsearch:
+    container_name: elasticsearch
+    image: docker.elastic.co/elasticsearch/elasticsearch:7.6.2
+    volumes:
+      - "${DATA:-~/docker_data}/elasticsearch:/usr/share/elasticsearch/data"
+    environment:
+      - xpack.monitoring.enabled=true
+      - xpack.watcher.enabled=false
+      - "ES_JAVA_OPTS=-Xms512m -Xmx512m"
+      - discovery.type=single-node
+
+  scenedetection:
+    image: classtranscribe/ct-python:staging
+    volumes:
+      - "${DATA:-~/docker_data}/data:/data"
+    container_name: scenedetection
+    depends_on:
+      - rabbitmq
+      - api
+      - taskengine
+    env_file:
+      - ".env"
+    environment:
+      PYTHONUNBUFFERED: "1"
+      DATA_DIRECTORY: "/data"
+      RABBITMQ_QUEUENAME: 'SceneDetection'
+      SCENE_DETECT_ALGORITHM_CLASS: "SvmPoly2"
+      SCENE_DETECT_ALGORITHM_MODULE: "pkg.agent.tasks.lib.scenedetection.svm_poly2"
+
+  phrasehinter:
+    image: classtranscribe/ct-python:staging
+    volumes:
+      - "${DATA:-~/docker_data}/data:/data"
+    container_name: phrasehinter
+    depends_on:
+      - rabbitmq
+      - api
+      - taskengine
+    env_file:
+      - ".env"
+    environment:
+      PYTHONUNBUFFERED: "1"
+      DATA_DIRECTORY: "/data"
+      RABBITMQ_QUEUENAME: 'PhraseHinter'
+
+  glossary:
+    image: classtranscribe/ct-python:staging 
+    volumes:
+      - "${DATA:-~/docker_data}/data:/data"
+    container_name: "glossary"
+    depends_on:
+      - api
+      - rabbitmq
+      - taskengine
+      - db
+    env_file:
+      - ".env"
+    environment:
+      PYTHONUNBUFFERED: "1"
+      DATA_DIRECTORY: "/data"
+      RABBITMQ_QUEUENAME: 'AccessibleGlossary'
+      
+  crawler:
+    image: classtranscribe/ct-python:staging 
+    volumes:
+      - "${DATA:-~/docker_data}/data:/data"
+    container_name: "crawler"
+    depends_on:
+      - api
+      - rabbitmq
+      - taskengine
+      - db
+    env_file:
+      - ".env"
+    environment:
+      PYTHONUNBUFFERED: "1"
+      DATA_DIRECTORY: "/data"
+      RABBITMQ_QUEUENAME: 'PythonCrawler'
diff --git a/pkg/agent/tasks/SpeechToTextParser.py b/pkg/agent/tasks/SpeechToTextParser.py
new file mode 100644
index 0000000..d0f55f2
--- /dev/null
+++ b/pkg/agent/tasks/SpeechToTextParser.py
@@ -0,0 +1,40 @@
+import requests
+from .AbstractTask import AbstractTask, TaskNames
+from pkg.agent.tasks.lib import whisper
+
+class SpeechToTextParser(AbstractTask):
+    @staticmethod
+    def get_name():
+        return TaskNames.SpeechToTextParser
+
+    def parse_video(self, video_id):
+        # fetch video (?)
+        video = self.get_video(video_id=video_id)
+        if video is None:
+            self.logger.error(' [%s] FAILED to lookup videoId=%s' % (video_id, video_id))
+            return
+        # extract audio
+        audio = video["Audio"]
+
+        # whisper parse
+        result = whisper.transcribe(audio)
+        return result
+        
+
+    def run_task(self, body, emitter):
+        self.logger.info(' [.] AccessibleGlossary message recv\'d: %s' % body)
+        video_id = body['Data']
+        parameters = body.get('TaskParameters', {})
+        # force = parameters.get('Force', False)
+        # readonly = parameters.get('ReadOnly', False)
+        self.logger.info(' [%s] AccessibleGlossary started on videoId=%s...' % (video_id, video_id))
+
+        result = self.parse_video(video_id)
+
+        # TODO: switch to actual api
+        requests.post(url='%s/api/Task/UpdatePhraseHints?videoId=%s' % (self.target_host, video_id),
+                                     headers={'Content-Type': 'application/json', 'Authorization': 'Bearer %s' % self.jwt},
+                                     data=json.dumps({"phraseHints": phrase_hints}))
+
+
+        self.logger.info(' [%s] AccessibleGlossary complete!' % video_id)
diff --git a/pkg/agent/tasks/lib/whisper.py b/pkg/agent/tasks/lib/whisper.py
new file mode 100644
index 0000000..cddb930
--- /dev/null
+++ b/pkg/agent/tasks/lib/whisper.py
@@ -0,0 +1,9 @@
+import whisper
+
+class whisper:
+  def __init__(self) -> None:
+    self.model = whisper.load_model("base")
+    
+  def transcribe(self, audio):
+    result = self.model.transcribe(audio)
+    return result