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import streamlit as st
from streamlit.logger import get_logger
from langchain.memory import ConversationBufferMemory
from models.databricks.instruction_memory import CustomBufferInstructionMemory
from utils.mongo_utils import new_convo
logger = get_logger(__name__)
def push_convo2db(memories, username, language):
if len(memories) == 1:
issue = memories['memory']['issue']
model_one = memories['memory']['source']
new_convo(st.session_state['db_client'], issue, language, username, False, model_one)
else:
issue = memories['commonMemory']['issue']
model_one = memories['memoryA']['source']
model_two = memories['memoryB']['source']
new_convo(st.session_state['db_client'], issue, language, username, True, model_one, model_two)
def change_memories(memories, language, changed_source=False):
for memory, params in memories.items():
if (memory not in st.session_state) or changed_source:
source = params['source']
logger.info(f"Source for memory {memory} is {source}")
if source in ('OA_rolemodel','OA_finetuned',"CTL_llama2"):
st.session_state[memory] = ConversationBufferMemory(ai_prefix='texter', human_prefix='helper')
elif source in ('CTL_mistral'):
st.session_state[memory] = CustomBufferInstructionMemory(human_prefix="</s> [INST]", memory_key="history")
if ("convo_id" in st.session_state) and changed_source:
del st.session_state['convo_id']
def clear_memory(memories, username, language):
for memory, _ in memories.items():
st.session_state[memory].clear()
if "convo_id" in st.session_state:
del st.session_state['convo_id'] |