chg: new notebooks

.cursorrules

@@ -32,7 +32,7 @@ For any python file, be sure to ALWAYS add typing annotations to each function o
 
 Make sure you keep any comments that exist in a file.
 
-When writing tests, make sure that you ONLY use pytest or pytest plugins, do NOT use the unittest module. All tests should have typing annotations as well. All tests should be in ./tests. Be sure to create all necessary files and folders. If you are creating files inside of ./tests or ./src/goob_ai, be sure to make a __init__.py file if one does not exist.
+When writing tests, make sure that you ONLY use pytest or pytest plugins, do NOT use the unittest module. All tests should have typing annotations as well. All tests should be in ./tests. Be sure to create all necessary files and folders. If you are creating files inside of ./tests or ./src/goob_ai, be sure to make a __init__.py file if one does not exist. Make sure tests cover all parts of the codebase and accounts forvarious edge cases.
 
 All tests should be fully annotated and should contain docstrings. Be sure to import  the following if TYPE_CHECKING:
     from _pytest.capture import CaptureFixture

.github/ISSUE_TEMPLATE/bug-report.md

@@ -0,0 +1,14 @@
+---
+name: Bug Report
+about: Report something that is broken or not working as intended
+title: ''
+labels: 'Type: Bug'
+assignees: ''
+---
+
+#### Expected Behaviour
+
+#### Actual Behaviour
+
+#### Steps to Reproduce
+-

.github/ISSUE_TEMPLATE/code-maintenance.md

@@ -0,0 +1,14 @@
+---
+name: Code Maintenance
+about: Project cleanup, improve documentation, refactor code
+title: ''
+labels: 'Type: Maintenance'
+assignees: ''
+
+---
+
+#### Describe Problem
+
+#### Suggest Changes
+
+#### Provide Examples

.github/ISSUE_TEMPLATE/feature-request.md

@@ -0,0 +1,13 @@
+---
+name: Feature Request
+about: Suggest an idea for a new feature or enhancement to existing features
+title: ''
+labels: 'Type: Feature'
+assignees: ''
+---
+
+#### Describe Problem
+
+#### Suggest Solution
+
+#### Additional Details

.github/dependabot/requirements-dev.txt

@@ -424,6 +424,8 @@ googleapis-common-protos==1.63.2
     # via opentelemetry-exporter-otlp-proto-grpc
     # via pinecone-client
     # via protoc-gen-openapiv2
+grandalf==0.8
+    # via goob-ai
 greenlet==3.0.3
     # via bpython
 griffe==0.48.0
@@ -1268,6 +1270,7 @@ pyowm==3.3.0
 pypandoc==1.13
     # via unstructured
 pyparsing==3.1.2
+    # via grandalf
     # via httplib2
     # via matplotlib
 pypdf==4.3.1
@@ -1411,7 +1414,8 @@ questionary==2.0.1
     # via pypi-command-line
 rank-bm25==0.2.2
     # via goob-ai
-rapidfuzz==3.9.5
+rapidfuzz==3.9.6
+    # via goob-ai
     # via levenshtein
     # via pypi-command-line
     # via thefuzz

.github/dependabot/requirements.txt

@@ -357,6 +357,8 @@ googleapis-common-protos==1.63.2
     # via opentelemetry-exporter-otlp-proto-grpc
     # via pinecone-client
     # via protoc-gen-openapiv2
+grandalf==0.8
+    # via goob-ai
 groq==0.9.0
     # via langchain-groq
 grpcio==1.65.4
@@ -1012,6 +1014,7 @@ pyowm==3.3.0
 pypandoc==1.13
     # via unstructured
 pyparsing==3.1.2
+    # via grandalf
     # via httplib2
     # via matplotlib
 pypdf==4.3.1
@@ -1108,7 +1111,8 @@ questionary==1.10.0
     # via pypi-command-line
 rank-bm25==0.2.2
     # via goob-ai
-rapidfuzz==3.9.5
+rapidfuzz==3.9.6
+    # via goob-ai
     # via levenshtein
     # via pypi-command-line
     # via thefuzz