Update README.md

README.md

@@ -3,10 +3,25 @@ license: apache-2.0
 language:
 - en
 pipeline_tag: question-answering
+widget:
+- text: >-
+    ###Task: abstractive_qa 
+
+    ###Question: what are the adverse reactions of Dimethylsulfoxide 
+
+    ###Passages:Dimethylsulfoxide Adverse reactions Garlic taste in mouth, dry
+    skin, erythema and pruritis (2), urine discoloration, halitosis, agitation,
+    hypotension, sedation and dizziness (13) have been reported following use of
+    DMSO. Dimethylsulfoxide Adverse reactions: malaria and loose motion.
+tags:
+- rag
+- question answering
+- retrieval augmented generation
 ---
 # Model Card for task-llm
 
 This model supports abstractive QA tasks. Given a set of passages and a question, it tries to generate a comprehensive answer by reading the passages. 
+In other words, the model does the generation part of retrieval augmented generation (RAG).
  
 ## Model Details
 
@@ -53,7 +68,7 @@ qa_sum_client_bart = ClassificationClient(
     url=v100Url,
     retry=1,
 )
-# nlm-model-service suppports batch invocatin and you can send multiple question/passage pairs at a time.
+# nlm-model-service suppports batch invocation and you can send multiple question/passage pairs at a time.
 questions = ["what are the adverse reactions of Dimethylsulfoxide"]
 sentences = ["Dimethylsulfoxide Adverse reactions Garlic taste in mouth, dry skin, erythema and pruritis (2), urine discoloration, halitosis, agitation, hypotension, sedation and dizziness (13) have been reported following use of DMSO. Dimethylsulfoxide Adverse reactions: malaria and loose motion."]
 qa_sum_client_bart(questions, sentences)