Update files

Author: pamelafox

.env.sample

@@ -9,6 +9,9 @@ OPENAI_MODEL=gpt-3.5-turbo
 # Configure for GitHub models: (GITHUB_TOKEN already exists inside Codespaces)
 GITHUB_MODEL=gpt-5-mini
 GITHUB_TOKEN=YOUR-GITHUB-PERSONAL-ACCESS-TOKEN
-# Configure for Redis (used by agent_thread_redis.py, defaults to dev container Redis):
+# Configure for Redis (used by agent_history_redis.py, defaults to dev container Redis):
 REDIS_URL=redis://localhost:6379
 OTEL_EXPORTER_OTLP_ENDPOINT=http://localhost:4317
+# Configure for Azure AI Search (used by agent_knowledge_aisearch.py):
+AZURE_SEARCH_ENDPOINT=https://YOUR-SEARCH-SERVICE.search.windows.net
+AZURE_SEARCH_KNOWLEDGE_BASE_NAME=YOUR-KB-NAME

.github/prompts/review_slides.prompt.md

@@ -0,0 +1,10 @@
+---
+name: review_slides
+description: Use this to review slides for accuracy
+---
+Review the given slides for consistency with the code samples in the repository.
+
+Use the markitdown skill to convert the PDF to markdown first.
+
+Point out any errors, inconsistencies, or areas that may need clarification. Provide specific feedback on how to improve the slides to better align with the code and concepts presented in the repository.
+Make sure all URLs/filenames are valid.