Remove SelectAI and MCP Prompts (#344)

* Switch to MCP Prompts
* Remove SelectAI  Functionality
* Fix after recent behavioral change in FastAPI/Starlette. The HTTPBearer security scheme now returns 401 instead of 403 when no credentials are provided.

---------

Co-authored-by: Lorenzo De Marchis <[email protected]>

Author: gotsysdba

.github/workflows/pytest.yml

@@ -41,7 +41,7 @@ jobs:
       - name: Install dependencies
         run: |
           python -m pip install --upgrade pip wheel setuptools uv
-          uv pip install torch==2.9.0+cpu -f https://download.pytorch.org/whl/cpu/torch --system
+          uv pip install torch==2.9.1+cpu -f https://download.pytorch.org/whl/cpu/torch --system
           uv pip install -e ".[all-test]" --system
           curl https://raw.githubusercontent.com/helm/helm/main/scripts/get-helm-3 | bash
 
@@ -57,15 +57,11 @@ jobs:
       - name: Run Pylint on IaC Code
         run: pylint opentofu
 
-      - name: Run Pylint on Client Code
-        run: pylint src/client
+      - name: Run Pylint on Source Code
+        run: pylint src
 
-      - name: Run Pylint on Common Code
-        run: pylint src/common
-
-      # Linting errors not yet resolved in Server Code
-      # - name: Run Pylint on Server Code
-      #   run: pylint src/server
+      - name: Run Pylint on Tests
+        run: pylint tests
 
       - name: Run All Tests
         run: pytest tests -v --junitxml=test-results.xml --cov=src --cov-report=xml --cov-report=term

.gitignore

@@ -45,6 +45,7 @@ __pycache__/
 *$py.class
 **/*.egg-info
 **/build/
+**/.mypy_cache
 
 # Test coverage artifacts
 .coverage
@@ -56,6 +57,7 @@ test-results.xml
 # AI Code Assists
 ##############################################################################
 **/*[Cc][Ll][Aa][Uu][Dd][Ee]*
+**/memory-bank/**
 
 ##############################################################################
 # Helm

.pylintrc

@@ -52,7 +52,7 @@ ignore=CVS,.venv
 # ignore-list. The regex matches against paths and can be in Posix or Windows
 # format. Because '\\' represents the directory delimiter on Windows systems,
 # it can't be used as an escape character.
-ignore-paths=.*[/\\]wip[/\\].*,src/client/mcp
+ignore-paths=.*[/\\]wip[/\\].*,src/client/mcp,docs/themes/relearn,docs/public,docs/static/demoware
 
 # Files or directories matching the regular expression patterns are skipped.
 # The regex matches against base names, not paths. The default value ignores
@@ -68,12 +68,12 @@ ignored-modules=
 
 # Python code to execute, usually for sys.path manipulation such as
 # pygtk.require().
-#init-hook=
+init-hook='import sys; import os; sys.path.insert(0, os.path.join(os.getcwd(), "src") if os.path.exists("src") else os.path.join(os.path.dirname(os.getcwd()), "src"))'
 
 # Use multiple processes to speed up Pylint. Specifying 0 will auto-detect the
 # number of processors available to use, and will cap the count on Windows to
 # avoid hangs.
-jobs=1
+jobs=0
 
 # Control the amount of potential inferred values when inferring a single
 # object. This can help the performance when dealing with large functions or
@@ -96,13 +96,13 @@ prefer-stubs=no
 py-version=3.11
 
 # Discover python modules and packages in the file system subtree.
-recursive=no
+recursive=yes
 
 # Add paths to the list of the source roots. Supports globbing patterns. The
 # source root is an absolute path or a path relative to the current working
 # directory used to determine a package namespace for modules located under the
 # source root.
-source-roots=
+source-roots=src
 
 # Allow loading of arbitrary C extensions. Extensions are imported into the
 # active Python interpreter and may run arbitrary code.
@@ -434,7 +434,8 @@ disable=raw-checker-failed,
         deprecated-pragma,
         use-symbolic-message-instead,
         use-implicit-booleaness-not-comparison-to-string,
-        use-implicit-booleaness-not-comparison-to-zero
+        use-implicit-booleaness-not-comparison-to-zero,
+        broad-exception-caught
 
 # Enable the message, report, category or checker with the given id(s). You can
 # either give multiple identifier separated by comma (,) or put this option

docs/content/client/chatbot/_index.md

@@ -47,7 +47,6 @@ For more details on the parameters, ask the Chatbot or review [Concepts for Gene
 
 The {{< short_app_ref >}} provides tools to augment Large Language Models with your proprietary data using Retrieval Augmented Generation (**RAG**), including:
 * [Vector Search](#vector-search) for Unstructured Data
-* [SelectAI](#selectai) for Structured Data
 
 
 ## Vector Search
@@ -61,10 +60,3 @@ Choose the type of Search you want performed and the additional parameters assoc
 ### Vector Store
 
 With Vector Search selected, if you have more than one Vector Store, you can select which one will be used for searching, otherwise it will default to the only one available.  To choose a different Vector Store, click the "Reset" button to open up the available options.
-
-
-## SelectAI
-
-Once you've [configured SelectAI](https://docs.oracle.com/en-us/iaas/autonomous-database-serverless/doc/select-ai-get-started.html#GUID-E9872607-42A6-43FA-9851-7B60430C21B7), the option to use SelectAI will be available.  After selecting the SelectAI toolkit, a profile and the default narrate option will automatically be selected.  If you have more then one profile, you can choose which one to use.  You can also select different SelectAI actions.
-
-![Chatbot SelectAI](images/chatbot_selectai.png)

docs/content/client/chatbot/images/chatbot_selectai.png

@@ -7,8 +7,8 @@
 import re
 from pathlib import Path
 import sys
-import yaml
 import argparse
+import yaml
 
 
 def base64_encode_file(file_path: Path) -> str:
@@ -41,13 +41,9 @@ def main():
         "--config",
         type=Path,
         default=Path.home() / ".oci" / "config",
-        help="Path to OCI config file (default: ~/.oci/config)"
-    )
-    parser.add_argument(
-        "--namespace",
-        default="default",
-        help="Kubernetes namespace (default: default)"
+        help="Path to OCI config file (default: ~/.oci/config)",
     )
+    parser.add_argument("--namespace", default="default", help="Kubernetes namespace (default: default)")
     args = parser.parse_args()
 
     config_path = args.config.expanduser()
@@ -83,10 +79,7 @@ def main():
     secret_yaml = {
         "apiVersion": "v1",
         "kind": "Secret",
-        "metadata": {
-            "name": "oci-config-file",
-            "namespace": namespace
-        },
+        "metadata": {"name": "oci-config-file", "namespace": namespace},
         "type": "Opaque",
         "data": data,
     }