diff --git a/swarms/prompts/__init__.py b/swarms/prompts/__init__.py
index d8a1dae9..74dc8405 100644
--- a/swarms/prompts/__init__.py
+++ b/swarms/prompts/__init__.py
@@ -1,4 +1,14 @@
from swarms.prompts.code_interpreter import CODE_INTERPRETER
+from swarms.prompts.conversational_RAG import (
+ CONDENSE_PROMPT_TEMPLATE,
+ DOCUMENT_PROMPT_TEMPLATE,
+ QA_CONDENSE_TEMPLATE_STR,
+ QA_PROMPT_TEMPLATE,
+ QA_PROMPT_TEMPLATE_STR,
+ STUFF_PROMPT_TEMPLATE,
+ SUMMARY_PROMPT_TEMPLATE,
+ B_SYS, B_INST, E_SYS, E_INST,
+)
from swarms.prompts.documentation import DOCUMENTATION_WRITER_SOP
from swarms.prompts.finance_agent_prompt import FINANCE_AGENT_PROMPT
from swarms.prompts.growth_agent_prompt import GROWTH_AGENT_PROMPT
@@ -16,4 +26,12 @@ __all__ = [
"OPERATIONS_AGENT_PROMPT",
"PRODUCT_AGENT_PROMPT",
"DOCUMENTATION_WRITER_SOP",
+ "CONDENSE_PROMPT_TEMPLATE",
+ "DOCUMENT_PROMPT_TEMPLATE",
+ "QA_CONDENSE_TEMPLATE_STR",
+ "QA_PROMPT_TEMPLATE",
+ "QA_PROMPT_TEMPLATE_STR",
+ "STUFF_PROMPT_TEMPLATE",
+ "SUMMARY_PROMPT_TEMPLATE",
+ "B_SYS", "B_INST", "E_SYS", "E_INST",
]
diff --git a/swarms/prompts/conversational_RAG.py b/swarms/prompts/conversational_RAG.py
new file mode 100644
index 00000000..ed4708af
--- /dev/null
+++ b/swarms/prompts/conversational_RAG.py
@@ -0,0 +1,78 @@
+from langchain.prompts.prompt import PromptTemplate
+
+B_INST, E_INST = "[INST]", "[/INST]"
+B_SYS, E_SYS = "<>\n", "\n<>\n\n"
+
+QA_CONDENSE_TEMPLATE_STR = (
+ "Given the following Chat History and a Follow Up Question, "
+ "rephrase the follow up question to be a new Standalone Question, "
+ "but make sure the new question is still asking for the same "
+ "information as the original follow up question. Respond only "
+ " with the new Standalone Question. \n"
+ "Chat History: \n"
+ "{chat_history} \n"
+ "Follow Up Question: {question} \n"
+ "Standalone Question:"
+)
+
+CONDENSE_PROMPT_TEMPLATE = PromptTemplate.from_template(
+ f"{B_INST}{B_SYS}{QA_CONDENSE_TEMPLATE_STR.strip()}{E_SYS}{E_INST}"
+)
+
+QA_PROMPT_TEMPLATE_STR = (
+ "HUMAN: \n You are a helpful AI assistant. "
+ "Use the following context and chat history to answer the "
+ "question at the end with a helpful answer. "
+ "Get straight to the point and always think things through step-by-step before answering. "
+ "If you don't know the answer, just say 'I don't know'; "
+ "don't try to make up an answer. \n\n"
+ "{context}\n"
+ "{chat_history}\n"
+ "{question}\n\n"
+ "AI: Here is the most relevant sentence in the context: \n"
+)
+
+QA_PROMPT_TEMPLATE = PromptTemplate.from_template(
+ f"{B_INST}{B_SYS}{QA_PROMPT_TEMPLATE_STR.strip()}{E_SYS}{E_INST}"
+)
+
+DOCUMENT_PROMPT_TEMPLATE = PromptTemplate(
+ input_variables=["page_content"], template="{page_content}"
+)
+
+_STUFF_PROMPT_TEMPLATE_STR = "Summarize the following context: {context}"
+
+STUFF_PROMPT_TEMPLATE = PromptTemplate.from_template(
+ f"{B_INST}{B_SYS}{_STUFF_PROMPT_TEMPLATE_STR.strip()}{E_SYS}{E_INST}"
+)
+
+_SUMMARIZER_SYS_TEMPLATE = (
+ B_INST
+ + B_SYS
+ + """Progressively summarize the lines of conversation provided, adding onto the previous summary returning a new summary.
+ EXAMPLE
+ Current summary:
+ The human asks what the AI thinks of artificial intelligence. The AI thinks artificial intelligence is a force for good.
+ New lines of conversation:
+ Human: Why do you think artificial intelligence is a force for good?
+ AI: Because artificial intelligence will help humans reach their full potential.
+ New summary:
+ The human asks what the AI thinks of artificial intelligence. The AI thinks artificial intelligence is a force for good because it will help humans reach their full potential.
+ END OF EXAMPLE"""
+ + E_SYS
+ + E_INST
+)
+
+_SUMMARIZER_INST_TEMPLATE = (
+ B_INST
+ + """Current summary:
+ {summary}
+ New lines of conversation:
+ {new_lines}
+ New summary:"""
+ + E_INST
+)
+
+SUMMARY_PROMPT_TEMPLATE = PromptTemplate.from_template(
+ template=(_SUMMARIZER_SYS_TEMPLATE + "\n" + _SUMMARIZER_INST_TEMPLATE).strip()
+)
\ No newline at end of file