Add initial text2sql code and notebooks (#2)

* Update dockerfile

* Add basic entity file

* Add a schema file for it

* Add the sql plugin

* Add the prompt and plugins

* Add blank env

* Update reqs

* Update the template env

* Add working example

* Update sql prompt

* Update the entities

* Fix bug in sql plugin

* Update rag script

* add outputs

* Update the plugins and entities

* Fix sql outputs

* Add notebook descriptions

* Update the notebook for combined

* README draft

* Add sample output and tips

* Update the main readme

* Add the final readme

* Add production considerations to the README

* Add high level diagram

.devcontainer/Dockerfile

@@ -1,19 +1,19 @@
-# Use the official Python image from Microsoft devcontainers
-FROM mcr.microsoft.com/devcontainers/python:3
-
-# Install ODBC drivers and dependencies
-RUN apt-get update && \
-    apt-get install -y apt-transport-https curl && \
-    curl https://packages.microsoft.com/keys/microsoft.asc | apt-key add - && \
-    curl https://packages.microsoft.com/config/debian/10/prod.list > /etc/apt/sources.list.d/mssql-release.list && \
-    apt-get update && \
-    ACCEPT_EULA=Y apt-get install -y msodbcsql18 unixodbc-dev
-
-# Set the working directory
-WORKDIR /app
-
-# Copy the requirements file into the container
-COPY requirements.txt .
-
-# Install Python dependencies
-RUN pip install -r requirements.txt
+# Use the official Python image from Microsoft devcontainers
+FROM mcr.microsoft.com/devcontainers/python:3
+
+# Install ODBC drivers and dependencies
+RUN apt-get update && \
+    apt-get install -y apt-transport-https curl && \
+    curl https://packages.microsoft.com/keys/microsoft.asc | apt-key add - && \
+    curl https://packages.microsoft.com/config/debian/10/prod.list > /etc/apt/sources.list.d/mssql-release.list && \
+    apt-get update && \
+    ACCEPT_EULA=Y apt-get install -y msodbcsql18 unixodbc-dev
+
+# Set the working directory
+WORKDIR /app
+
+# Copy the requirements file into the container
+COPY requirements-dev.txt .
+
+# Install Python dependencies
+RUN pip install -r requirements-dev.txt

.devcontainer/devcontainer.json

@@ -1,23 +1,23 @@
-{
-  "build": {
-    "context": "..",
-    "dockerfile": "Dockerfile"
-  },
-  "customizations": {
-    "vscode": {
-      "extensions": [
-        "ms-python.python",
-        "ms-python.vscode-pylance",
-        "ms-toolsai.jupyter",
-        "ms-azuretools.vscode-docker"
-      ],
-      "settings": {
-        "editor.formatOnSave": true
-      }
-    }
-  },
-  "features": {
-    "ghcr.io/devcontainers-contrib/features/black:2": {}
-  },
-  "name": "Dev Container"
+{
+  "build": {
+    "context": "..",
+    "dockerfile": "Dockerfile"
+  },
+  "customizations": {
+    "vscode": {
+      "extensions": [
+        "ms-python.python",
+        "ms-python.vscode-pylance",
+        "ms-toolsai.jupyter",
+        "ms-azuretools.vscode-docker"
+      ],
+      "settings": {
+        "editor.formatOnSave": true
+      }
+    }
+  },
+  "features": {
+    "ghcr.io/devcontainers-contrib/features/black:2": {}
+  },
+  "name": "Dev Container"
 }

.github/CODEOWNERS

@@ -1,2 +1,2 @@
-# Default owner for everything in the repo
-*       @microsoft/dstoolkit-text2sql-and-imageprocessing-admins
+# Default owner for everything in the repo
+*       @microsoft/dstoolkit-text2sql-and-imageprocessing-admins

.github/dependabot.yaml

@@ -1,14 +1,14 @@
-version: 2
-updates:
-  - package-ecosystem: "pip"
-    directory: "/"
-    schedule:
-      interval: "weekly"
-    commit-message:
-      prefix: "deps"
-      include: "scope"
-    rebase-strategy: "auto"
-    open-pull-requests-limit: 5
-    labels:
-      - "dependencies"
-      - "automated-update"
+version: 2
+updates:
+  - package-ecosystem: "pip"
+    directory: "/"
+    schedule:
+      interval: "weekly"
+    commit-message:
+      prefix: "deps"
+      include: "scope"
+    rebase-strategy: "auto"
+    open-pull-requests-limit: 5
+    labels:
+      - "dependencies"
+      - "automated-update"

.github/workflows/codeql-analysis.yaml

@@ -1,73 +1,73 @@
-# For most projects, this workflow file will not need changing; you simply need
-# to commit it to your repository.
-#
-# You may wish to alter this file to override the set of languages analyzed,
-# or to provide custom queries or build logic.
-#
-# ******** NOTE ********
-# We have attempted to detect the languages in your repository. Please check
-# the `language` matrix defined below to confirm you have the correct set of
-# supported CodeQL languages.
-#
-name: "CodeQL"
-
-on:
-  push:
-    branches: [main]
-  pull_request:
-    # The branches below must be a subset of the branches above
-    branches: [main]
-  schedule:
-    - cron: "38 19 * * 1"
-
-permissions: read-all
-
-jobs:
-  analyze:
-    name: Analyze
-    runs-on: ubuntu-latest
-    permissions:
-      actions: read
-      contents: read
-      security-events: write
-
-    strategy:
-      fail-fast: false
-      matrix:
-        language: ["python"]
-        # CodeQL supports [ 'cpp', 'csharp', 'go', 'java', 'javascript', 'python', 'ruby' ]
-        # Learn more about CodeQL language support at https://aka.ms/codeql-docs/language-support
-
-    steps:
-      - name: Checkout repository
-        uses: actions/checkout@v3
-
-      # Initializes the CodeQL tools for scanning.
-      - name: Initialize CodeQL
-        uses: github/codeql-action/init@v2
-        with:
-          languages: ${{ matrix.language }}
-          # If you wish to specify custom queries, you can do so here or in a config file.
-          # By default, queries listed here will override any specified in a config file.
-          # Prefix the list here with "+" to use these queries and those in the config file.
-
-          # Details on CodeQL's query packs refer to : https://docs.github.com/en/code-security/code-scanning/automatically-scanning-your-code-for-vulnerabilities-and-errors/configuring-code-scanning#using-queries-in-ql-packs
-          # queries: security-extended,security-and-quality
-
-      # Autobuild attempts to build any compiled languages  (C/C++, C#, or Java).
-      # If this step fails, then you should remove it and run the build manually (see below)
-      - name: Autobuild
-        uses: github/codeql-action/autobuild@v2
-
-      # ℹ️ Command-line programs to run using the OS shell.
-      # 📚 See https://docs.github.com/en/actions/using-workflows/workflow-syntax-for-github-actions#jobsjob_idstepsrun
-
-      #   If the Autobuild fails above, remove it and uncomment the following three lines.
-      #   modify them (or add more) to build your code if your project, please refer to the EXAMPLE below for guidance.
-
-      # - run: |
-      #   echo "Run, Build Application using script"
-      #   ./location_of_script_within_repo/buildscript.sh
-
-      - name: Perform CodeQL Analysis
-        uses: github/codeql-action/analyze@v2
+# For most projects, this workflow file will not need changing; you simply need
+# to commit it to your repository.
+#
+# You may wish to alter this file to override the set of languages analyzed,
+# or to provide custom queries or build logic.
+#
+# ******** NOTE ********
+# We have attempted to detect the languages in your repository. Please check
+# the `language` matrix defined below to confirm you have the correct set of
+# supported CodeQL languages.
+#
+name: "CodeQL"
+
+on:
+  push:
+    branches: [main]
+  pull_request:
+    # The branches below must be a subset of the branches above
+    branches: [main]
+  schedule:
+    - cron: "38 19 * * 1"
+
+permissions: read-all
+
+jobs:
+  analyze:
+    name: Analyze
+    runs-on: ubuntu-latest
+    permissions:
+      actions: read
+      contents: read
+      security-events: write
+
+    strategy:
+      fail-fast: false
+      matrix:
+        language: ["python"]
+        # CodeQL supports [ 'cpp', 'csharp', 'go', 'java', 'javascript', 'python', 'ruby' ]
+        # Learn more about CodeQL language support at https://aka.ms/codeql-docs/language-support
+
+    steps:
+      - name: Checkout repository
+        uses: actions/checkout@v3
+
+      # Initializes the CodeQL tools for scanning.
+      - name: Initialize CodeQL
+        uses: github/codeql-action/init@v2
+        with:
+          languages: ${{ matrix.language }}
+          # If you wish to specify custom queries, you can do so here or in a config file.
+          # By default, queries listed here will override any specified in a config file.
+          # Prefix the list here with "+" to use these queries and those in the config file.
+
+          # Details on CodeQL's query packs refer to : https://docs.github.com/en/code-security/code-scanning/automatically-scanning-your-code-for-vulnerabilities-and-errors/configuring-code-scanning#using-queries-in-ql-packs
+          # queries: security-extended,security-and-quality
+
+      # Autobuild attempts to build any compiled languages  (C/C++, C#, or Java).
+      # If this step fails, then you should remove it and run the build manually (see below)
+      - name: Autobuild
+        uses: github/codeql-action/autobuild@v2
+
+      # ℹ️ Command-line programs to run using the OS shell.
+      # 📚 See https://docs.github.com/en/actions/using-workflows/workflow-syntax-for-github-actions#jobsjob_idstepsrun
+
+      #   If the Autobuild fails above, remove it and uncomment the following three lines.
+      #   modify them (or add more) to build your code if your project, please refer to the EXAMPLE below for guidance.
+
+      # - run: |
+      #   echo "Run, Build Application using script"
+      #   ./location_of_script_within_repo/buildscript.sh
+
+      - name: Perform CodeQL Analysis
+        uses: github/codeql-action/analyze@v2