diff --git a/README.md b/README.md
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index 67e83e3..cfb37c9
--- a/README.md
+++ b/README.md

@@ -5,13 +5,15 @@
 pww is little more than a glorified script which binds together the stages of the image identification process, outsourcing each stage to a more capable library or program.  pww does the following:
 
 1) convert the image to a format fit for analysis (if required)
-2) pass the image to a program or script for analysis
+2) pass the image to a user-provided program or script for analysis
 3) normalize the textual tags generated by the analysis script
 4) write the tags as metadata to the image file and/or its XMP sidecar file
 
 Its behavior is quite configurable via a TOML configuration file, and it is suitable for calling from scripts or plugins, so it can be integrated into an image organizer like Darktable.
 
-Notice: do **not** trust this tool with images that have not been backed up!  Permanent data loss may occur!
+Note: An analysis program is *required*, but not provided.  This tool is intended for power-users to build custom workflows.  See the example below for instructions to make a basic LLM categorization script.
+
+Warning: Do **not** trust this tool with images that have not been backed up!  Permanent data loss may occur!
 
 ## Purpose