update

etc.jl

@@ -1,10 +1,110 @@
-# check if this column has vector embedding. if there is one, seach vector version instead
-              column_name_embedding = column_name * "_embedding"
-              if occursin(column_name_embedding, tables_schema[column_name_embedding])
-                vector_column = Dict(
-                  "table_name"=> table_name,
-                  "column_name"=> column_name_embedding,
-                  "operator"=> "vector_similarity",
-                  "value"=> column_obj["value"]
-                )
-              end
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+read codebase.
+I need to understand this agent concept deeply. 
+Can you write related documents (.md files) that will help me understand the agent 
+and save in "/home/ton/docker-apps/sommpanion/YiemAgent/learning" folder? 
+I'm learning best in **Top-Down** style so I know how each component are synchonized.
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+P.S. use diagram to show how process flow and relationship
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