Adding the "LLM Chunker" power skill

.gitignore

@@ -342,3 +342,47 @@ local.settings.json
 
 # Environments
 .venv
+#terraform
+# Local .terraform directories
+**/.terraform/*
+
+# .tfstate files
+*.tfstate
+*.tfstate.*
+
+# Crash log files
+crash.log
+crash.*.log
+
+# Exclude all .tfvars files, which are likely to contain sensitive data, such as
+# password, private keys, and other secrets. These should not be part of version 
+# control as they are data points which are potentially sensitive and subject 
+# to change depending on the environment.
+*.tfvars
+*.tfvars.json
+
+# Ignore override files as they are usually used to override resources locally and so
+# are not checked in
+override.tf
+override.tf.json
+*_override.tf
+*_override.tf.json
+
+# Ignore transient lock info files created by terraform apply
+.terraform.tfstate.lock.info
+
+# Include override files you do wish to add to version control using negated pattern
+# !example_override.tf
+
+# Include tfplan files to ignore the plan output of command: terraform plan -out=tfplan
+# example: *tfplan*
+
+# Ignore CLI configuration files
+.terraformrc
+terraform.rc
+.terraform.lock.hcl
+
+
+#LLMChunker
+/Vision/LLMChunker/deployment/outputs/
+/Vision/LLMChunker/**/*.env

README.md

@@ -44,6 +44,7 @@ This project provides the following custom skills:
 | [Embeddings](Vector/EmbeddingGenerator/README.md) | Generates vector embeddings with the [HuggingFace all-MiniLM-L6-v2 model](https://huggingface.co/sentence-transformers/all-MiniLM-L6-v2) | Vector | ![python](https://img.shields.io/badge/language-python-orange) | ![functions](https://img.shields.io/badge/deploy-Functions-blue) | Manual | 
 | [HelloWorld](Template/HelloWorld/README.md) | A minimal skill that can be used as a starting point or template for your own skills. | Template | ![C#](https://img.shields.io/badge/language-C%23-brightgreen) | ![functions](https://img.shields.io/badge/deploy-Functions-blue) | ARM Template |
 | [PythonFastAPI](Template/PythonFastAPI/README.md) | A production web server and api scaffold for a python power skill | Template | ![python](https://img.shields.io/badge/language-python-orange) | ![docker](https://img.shields.io/badge/deploy-Docker-blueviolet) | Terraform template |
+| [LLM Chunker](Vision/LLMChunker/README.md) | This Power Skill facilitates the conversion of document pages and slides (.pdf, .ppt, .pptx, .doc, .docx) into PNG images, which are then processed by GPT-4o or GPT-4o mini to produce high-quality markdown output. | Vision | ![python](https://img.shields.io/badge/language-python-orange) | ![docker](https://img.shields.io/badge/deploy-Docker-blueviolet) | Terraform template |
 
 
 

Vision/LLMChunker/.gitignore

@@ -0,0 +1,148 @@
+# Byte-compiled / optimized / DLL files
+__pycache__/
+*.py[cod]
+*$py.class
+
+# MLFlow runs
+mlruns/
+.trash
+0
+
+# C extensions
+*.so
+
+# Distribution / packaging
+.Python
+build/
+develop-eggs/
+dist/
+downloads/
+eggs/
+.eggs/
+lib/
+lib64/
+parts/
+sdist/
+var/
+wheels/
+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/
+cover/
+
+# 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
+.pybuilder/
+target/
+
+# Jupyter Notebook
+.ipynb_checkpoints
+
+# IPython
+profile_default/
+ipython_config.py
+
+# pyenv
+#   For a library or package, you might want to ignore these files since the code is
+#   intended to run in multiple environments; otherwise, check them in:
+# .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/
+
+# pytype static type analyzer
+.pytype/
+
+# Cython debug symbols
+cython_debug/
+
+# Test output 
+mlruns/*
+
+!.vscode/

Vision/LLMChunker/.vscode/launch.json

@@ -0,0 +1,15 @@
+{
+    // Use IntelliSense to learn about possible attributes.
+    // Hover to view descriptions of existing attributes.
+    // For more information, visit: https://go.microsoft.com/fwlink/?linkid=830387
+    "version": "0.2.0",
+    "configurations": [
+        {
+            "name": "Python Debugger: Current File",
+            "type": "debugpy",
+            "request": "launch",
+            "program": "powerskill/app.py",
+            "console": "integratedTerminal"
+        }
+    ]
+}

Vision/LLMChunker/Makefile

@@ -0,0 +1,21 @@
+help: ## show this help
+	@grep -E '^[a-zA-Z0-9_-]+:.*?## .*$$' $(MAKEFILE_LIST) \
+	| awk 'BEGIN {FS = ":.*?## "}; {printf "\033[36m%s\033[0m|%s\n", $$1, $$2}' \
+	| column -t -s '|'
+
+deploy-base: ## deploy base services
+	./scripts/deploy-base.sh
+
+build-skill: ## build docker image for custom skill
+	docker build -t llm_chunker ./powerskill
+
+push-skill: build-skill ## build docker image for custom skill
+	./scripts/tag-and-push-image.sh
+
+run-skill: build-skill ## build and run the skill API locally
+	./scripts/docker-run.sh
+
+deploy-skill: ## deploy skill services
+	./scripts/deploy-skill.sh
+
+deploy: deploy-base push-skill deploy-skill