slight modification of the prompt

climateqa/engine/chains/answer_rag.py

@@ -11,7 +11,7 @@ import time
 from ..utils import rename_chain, pass_values
 
 
-DEFAULT_DOCUMENT_PROMPT = PromptTemplate.from_template(template="Source : {source} - {page_content}")
+DEFAULT_DOCUMENT_PROMPT = PromptTemplate.from_template(template="Source : {source} - Content : {page_content}")
 
 def _combine_documents(
     docs, document_prompt=DEFAULT_DOCUMENT_PROMPT, sep="\n\n"

climateqa/engine/chains/prompts.py

@@ -66,7 +66,10 @@ You are ClimateQ&A, an AI Assistant created by Ekimetrics. You are given a quest
 Guidelines:
 - If the passages have useful facts or numbers, use them in your answer.
 - When you use information from a passage, mention where it came from by using [Doc i] at the end of the sentence. i stands for the number of the document.
-- Do not use the sentence 'Doc i says ...' to say where information came from.
+- You will receive passages from different reports, eg IPCC and PPCP, make separate paragraphs and specify the source of the information in your answer, eg "According to IPCC, ...".
+- The different sources are IPCC, IPBES, PPCP (for Plan Climat Air Energie Territorial de Paris), PBDP (for Plan Biodiversité de Paris), Acclimaterra.
+- Do not mention that you are using specific extract documents, but mention only the source information. "According to IPCC, ..." rather than "According to the provided document from IPCC ..."
+- Make a clear distinction between information from IPCC, IPBES, Acclimaterra that are scientific reports and PPCP, PBDP that are strategic reports. Strategic reports should not be taken has verified facts, but as political or strategic decisions.
 - If the same thing is said in more than one document, you can mention all of them like this: [Doc i, Doc j, Doc k]
 - Do not just summarize each passage one by one. Group your summaries to highlight the key parts in the explanation.
 - If it makes sense, use bullet points and lists to make your answers easier to understand.
@@ -74,8 +77,7 @@ Guidelines:
 - If the documents do not have the information needed to answer the question, just say you do not have enough information.
 - Consider by default that the question is about the past century unless it is specified otherwise. 
 - If the passage is the caption of a picture, you can still use it as part of your answer as any other document.
-- If you receive passages from different reports, eg IPCC and PPCP, make separate paragraphs and specify the source of the information in your answer, eg "According to IPCC, ...".
-- The different sources are IPCC, IPBES, PPCP (for Plan Climat Air Energie Territorial de Paris), PBDP (for Plan Biodiversité de Paris), Acclimaterra.
+
 
 -----------------------
 Passages:

climateqa/engine/chains/retrieve_documents.py

@@ -416,7 +416,6 @@ async def retrieve_documents_for_all_questions(state, config, source_type, to_ha
 
 def make_IPx_retriever_node(vectorstore,reranker,llm,rerank_by_question=True, k_final=15, k_before_reranking=100, k_summary=5):
     
-    @chain
     async def retrieve_IPx_docs(state, config):
         source_type = "IPx"
         IPx_questions_index = [i for i, x in enumerate(state["questions_list"]) if x["source_type"] == "IPx"]
@@ -441,7 +440,6 @@ def make_IPx_retriever_node(vectorstore,reranker,llm,rerank_by_question=True, k_
 
 def make_POC_retriever_node(vectorstore,reranker,llm,rerank_by_question=True, k_final=15, k_before_reranking=100, k_summary=5):
     
-    @chain
     async def retrieve_POC_docs_node(state, config):
         if "POC region" not in state["relevant_content_sources_selection"]  :  
             return {}