diff --git a/knowledge/engineering/attribution.txt b/knowledge/engineering/attribution.txt
new file mode 100644
index 0000000..9d5d7ab
--- /dev/null
+++ b/knowledge/engineering/attribution.txt
@@ -0,0 +1,5 @@
+Title of work: title
+Link to work: link
+Revision: doc
+License of the work: lice
+Creator names: creator
diff --git a/knowledge/engineering/qna.yaml b/knowledge/engineering/qna.yaml
new file mode 100644
index 0000000..7b7c6d0
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+++ b/knowledge/engineering/qna.yaml
@@ -0,0 +1,48 @@
+created_by: vishnoianil
+version: 3
+domain: domain
+document_outline: test 12 description asdfasdf dfasdf asdfa sdfasd fasdf asdf
+seed_examples:
+  - context: '1'
+    questions_and_answers:
+      - question: '11'
+        answer: '11'
+      - question: '12'
+        answer: '12'
+      - question: '13'
+        answer: '13'
+  - context: '2'
+    questions_and_answers:
+      - question: '21'
+        answer: '21'
+      - question: '22'
+        answer: '22'
+      - question: '23'
+        answer: '23'
+  - context: '3'
+    questions_and_answers:
+      - question: '31'
+        answer: '31'
+      - question: '32'
+        answer: '32'
+      - question: '33'
+        answer: '33'
+  - context: '4'
+    questions_and_answers:
+      - question: '41'
+        answer: '41'
+      - question: '42'
+        answer: '42'
+      - question: '43'
+        answer: '43'
+  - context: '5'
+    questions_and_answers:
+      - question: '51'
+        answer: '51'
+      - question: '52'
+        answer: '52'
+document:
+  repo: https://example.com/test12
+  commit: asdfasdfq4rq4sdfasdfasdf
+  patterns:
+    - test12.pdf