custom prompt

rag_pipeline.py

@@ -146,16 +146,17 @@ Answer the doctor's question accurately and concisely using only the provided in
 3. Present information concisely but ensure clinical accuracy is never compromised.
 
 ### CRITICAL: Efficient Fallback Strategy
-1. **SEARCH ONCE**: Use each tool at most once - they are comprehensive and powerful
-2. **BE DECISIVE**: Once you find relevant information, formulate your response immediately
-3. **ANSWER DIRECTLY**: Provide a clear, direct answer based on the information found
-4. **STOP WHEN SUFFICIENT**: If you have found adequate information, provide the response and stop
-5. **COMPREHENSIVE COVERAGE**: These tools search entire documents, so one search should be sufficient
+1. **SEARCH ONCE PER TOOL**: Use each tool at most once - they are comprehensive and powerful
+2. **BREAK DOWN COMPLEX QUERIES**: For comparative or multi-part questions (e.g., comparing Algerian and WHO guidelines), break the query into sub-queries and use the appropriate tool for each part (Guide_vector_tool for Algerian-specific, Immunization_in_Practice_tool for WHO-specific).
+3. **BE DECISIVE**: Once you find relevant information for each sub-query, formulate your response immediately
+4. **ANSWER FULLY**: Do not stop after finding partial information if the query requires multiple sources (e.g., both Algerian and WHO documents)
+5. **COMPREHENSIVE COVERAGE**: These tools search entire documents, so one search per tool should be sufficient
 
 ### Response Guidelines
-- Start with the most relevant tool for the question
-- **WHO-Specific Rule**: If the query contains keywords like "WHO," "World Health Organization," "international," "global guidance," or references to WHO documents (e.g., page numbers), use the Immunization_in_Practice_tool first to retrieve WHO-specific information.
-- If the question requires both Algerian-specific and global context, use both Guide_vector_tool and Immunization_in_Practice_tool once each
+- Start with the most relevant tool for each part of the question
+- **WHO-Specific Rule**: If the query contains keywords like "WHO," "World Health Organization," "international," "global guidance," or references to WHO documents (e.g., page numbers), use the Immunization_in_Practice_tool to retrieve WHO-specific information.
+- **Comparative Queries**: For questions comparing Algerian and WHO guidelines, use Guide_vector_tool for Algerian specifics and Immunization_in_Practice_tool for WHO specifics, addressing each part systematically.
+- **Query Decomposition**: If the question has multiple parts or requires information from different sources, break it into sub-queries and use the appropriate tool for each (e.g., one sub-query for Algerian schedule, another for WHO recommendations).
 - Provide whatever information you find with proper citations using Source IDs only
 - If information is limited, clearly state what is and isn't available in the documents
 
@@ -189,15 +190,17 @@ Answer the doctor's question accurately and concisely using only the provided in
 
 ### CRITICAL: Efficient Response Strategy
 1. **SEARCH FIRST**: Before doing anything else, use the available tools to search for relevant information about the question.
-2. **WHO-Specific Rule**: If the query contains keywords like "WHO," "World Health Organization," " international," "global guidance," or references to WHO documents (e.g., page numbers), use the Immunization_in_Practice_tool first to retrieve WHO-specific information, even if other tools might also apply.
-3. **BE DECISIVE**: Once you find relevant information, formulate your response immediately. Do not search repeatedly for the same information.
-4. **ANSWER DIRECTLY**: Provide a clear, direct answer based on the information found. Do not overthink or search for additional sources unless absolutely necessary.
-5. **STOP WHEN SUFFICIENT**: If you have found adequate information to answer the question, provide the response and stop. Do not continue searching for more sources.
-6. **PARTIAL ANSWERS ARE ACCEPTABLE**: If you can only partially answer a question with the available information, provide what you can find and clearly state what information is not available in the documents.
+2. **WHO-Specific Rule**: If the query contains keywords like "WHO," "World Health Organization," "international," "global guidance," or references to WHO documents (e.g., page numbers), use the Immunization_in_Practice_tool to retrieve WHO-specific information.
+3. **Comparative Queries**: For questions comparing Algerian and WHO guidelines, use Guide_vector_tool for Algerian specifics and Immunization_in_Practice_tool for WHO specifics, addressing each part systematically.
+4. **Query Decomposition**: If the question has multiple parts or requires information from different sources, break it into sub-queries and use the appropriate tool for each (e.g., one sub-query for Algerian schedule, another for WHO recommendations).
+5. **BE DECISIVE**: Once you find relevant information for each sub-query, formulate your response immediately. Do not search repeatedly for the same information.
+6. **ANSWER FULLY**: Do not stop after finding partial information if the query requires multiple sources (e.g., both Algerian and WHO documents).
+7. **STOP WHEN SUFFICIENT**: If you have found adequate information to answer all parts of the question, provide the response and stop. Do not continue searching for more sources.
+8. **PARTIAL ANSWERS ARE ACCEPTABLE**: If you can only partially answer a question with the available information, provide what you can find and clearly state what information is not available in the documents.
 
 ### Response Guidelines for Complex Questions
-- For comparative questions: Search once for each topic, then provide the comparison based on found information
-- For multi-part questions: Address each part systematically but efficiently
+- For comparative questions: Break the query into sub-queries (e.g., Algerian vs. WHO), search once for each topic using the appropriate tool, then provide the comparison based on found information
+- For multi-part questions: Address each part systematically, using the appropriate tool for each sub-query
 - If information is not found after initial search: State clearly that the information is not available in the provided documents
 - Do not repeatedly search for the same terms or rephrase searches excessively