➕ refactor: summarize error message without line number

scripts/prompt_improvement.py

@@ -0,0 +1,55 @@
+from dev_gpt.options.generate.chains.auto_refine_description import better_description_prompt
+
+prompt_template = better_description_prompt
+
+d = {
+    'microservice_description': 'Input is a tweet that contains passive aggressive language. The output is the positive version of that tweet.'
+}
+
+task = '''\
+The main issue with GPT-3's output is that it violated the given prompt instructions. It used a non-specific formulation "such as GPT-3" to suggest a tool for natural language processing, which is explicitly prohibited in the prompt.
+
+How can I change the prompt template to make this more clear to GPT-3?'''
+
+generated_output = '''\
+Microservice Description:
+
+This microservice takes a tweet as input that contains passive aggressive language and returns the positive version of that tweet as output. The microservice performs the following tasks:
+
+1. Use a natural language processing (NLP) tool such as GPT-3 to analyze the input tweet and identify the passive aggressive language.
+2. Generate a list of positive words and phrases that can be used to replace the passive aggressive language in the tweet.
+3. Replace the passive aggressive language in the tweet with positive words and phrases.
+4. Return the positive version of the tweet as output.'''
+
+
+
+
+value_explanations = [
+    'This is the value of {k}: "{v}"' for k, v in d.items()
+]
+
+value_explanations_string = '\n'.join(value_explanations)
+
+
+fix_template = f'''\
+Here is the prompt template I used for GPT-3:
+# start of prompt
+
+{prompt_template}
+
+# end of prompt
+
+{value_explanations_string}
+
+
+Here is the generated output by GPT-3:
+# generated output start
+
+{generated_output}
+
+# generated output end
+
+
+###### your task #####
+{task}
+'''