diff --git a/knowledge/engineering/attribution.txt b/knowledge/engineering/attribution.txt
new file mode 100644
index 0000000..f8e2bd1
--- /dev/null
+++ b/knowledge/engineering/attribution.txt
@@ -0,0 +1,5 @@
+Title of work: asdfasdfa
+Link to work: http://github.com
+Revision: asdfasdf
+License of the work: asdfsdf
+Creator names: asdfasdf
diff --git a/knowledge/engineering/qna.yaml b/knowledge/engineering/qna.yaml
new file mode 100644
index 0000000..3007109
--- /dev/null
+++ b/knowledge/engineering/qna.yaml
@@ -0,0 +1,50 @@
+created_by: vishnoianil
+version: 3
+domain: asdf
+document_outline: asdfsadfasdfasdfadsfsadfsadfasdfasdfasdfasdfasdfasdfasdfasdf
+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'
+      - question: '53'
+        answer: '53'
+document:
+  repo: http://github.com
+  commit: asdfasdfasdfas
+  patterns:
+    - asdfasdf