Create prompts.py

prompts.py

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+
+
+# RAG prompt
+rag_prompt = """ You are ahelpful assistant very profiient in formulating clear and meaningful answers from the context provided.Based on the CONTEXT Provided ,Please formulate
+a clear concise and meaningful answer for the QUERY asked.Please refrain from making up your own answer in case the COTEXT
+provided is not sufficient to answer the QUERY.In such a situation please respond as 'I do not know'.
+QUERY:
+{query}
+CONTEXT
+{context}
+ANSWER:
+"""
+
+# Context Relevancy Checker Prompt
+relevancy_prompt = """You are an expert judge tasked with evaluating whather the  EACH OF THE CONTEXT provided in the CONTEXT LIST is self sufficient to answer the QUERY asked.
+Analyze the provided QUERY AND  CONTEXT to determine if each Ccontent in the CONTEXT LIST contains Relevant information to answer the QUERY.
+
+Guidelines:
+1. The content must not introduce new information beyond what's provided in the QUERY.
+2. Pay close attention to the subject of statements. Ensure that attributes, actions, or dates are correctly associated with the right entities (e.g., a person vs. a TV show they star in).
+6. Be vigilant for subtle misattributions or conflations of information, even if the date or other details are correct.
+7. Check that the content in the CONTEXT LIST doesn't oversimplify or generalize information in a way that changes the meaning of the QUERY.
+
+Analyze the text thoroughly and assign a relevancy score 0 or 1 where:
+- 0: The content has all the necessary information to answer the QUERY
+- 1: The content does not has the necessary information to answer the QUERY
+
+```
+EXAMPLE:
+
+INPUT (for context only, not to be used for faithfulness evaluation):
+What is the capital of France?
+
+CONTEXT:
+['France is a country in Western Europe. Its capital is Paris, which is known for landmarks like the Eiffel Tower.',
+'Mr. Naveen patnaik has been the chief minister of Odisha for consequetive 5 terms']
+
+OUTPUT:
+The Context has sufficient information to answer the query.
+
+RESPONSE:
+{{"score":0}}
+```
+
+CONTENT LIST:
+{context}
+
+QUERY:
+{retriever_query}
+Provide your verdict in JSON format  with a single key 'score' and no preamble or explanation:
+[{{"content:1,"score": <your score either 0 or 1>,"Reasoning":<why you have chose the score as 0 or 1>}},
+{{"content:2,"score": <your score either 0 or 1>,"Reasoning":<why you have chose the score as 0 or 1>}},
+...]
+
+"""
+
+#