language

backend/rag_3/prompts.py

@@ -2,23 +2,26 @@
 
 TEXT_SUMMARIZATION_PROMPT = """You are an assistant tasked with summarizing text for \
 retrieval. These summaries will be embedded and used to retrieve the raw text \
-elements. Give a concise summary of the text that is well optimized for retrieval.
+elements. Give a concise summary of the text that is well optimized for retrieval. Use \
+the same language as the document.
 Text:
 {text}
 """
 
 TABLE_SUMMARIZATION_PROMPT = """You are an assistant tasked with summarizing tables \
 for retrieval. These summaries will be embedded and used to retrieve the raw table \
-elements. Give a concise summary of the table that is well optimized for retrieval.
+elements. Give a concise summary of the table that is well optimized for retrieval. \
+Use the same language as the document.
 Table:
 {text}
 """
 
 IMAGE_SUMMARIZATION_PROMPT = """You are an assistant tasked with summarizing images \
 for retrieval. These summaries will be embedded and used to retrieve the raw image. \
-Give a concise summary of the image that is well optimized for retrieval."""
+Give a concise summary of the image that is well optimized for retrieval. Use the same \
+language as the document."""
 
-RAG_PROMPT = """\
+RAG_PROMPT_ = """\
 As a chatbot assistant, your mission is to respond to user inquiries in a precise and \
 concise manner based on the documents provided as input. It is essential to respond in \
 the same language in which the question was asked. Responses must be written in a \
@@ -46,3 +49,13 @@
 Context:
 {text}
 """
+
+RAG_PROMPT = """You will be given a mixed of text, tables, and images usually of \
+charts or graphs. Use this information to provide an answer to the user question. \
+Respond in the same language in which the question was asked.
+
+Question: {question}
+
+Context:
+{text}
+"""

backend/rag_components/chain_links/condense_question.py

@@ -31,6 +31,8 @@ class StandaloneQuestion(BaseModel):
 the user is authorizing the chatbot to answer without specific context, make sure to \
 reflect that in the rephrased question.
 
+Keep the same language in which the question was asked.
+
 Chat history: {chat_history}
 
 Question: {question}