Spaces:
Runtime error
Runtime error
Extract chat profile to class
Browse files- app.py +8 -12
- chat_profile.py +26 -0
app.py
CHANGED
|
@@ -2,8 +2,9 @@ import os
|
|
| 2 |
import streamlit as st
|
| 3 |
|
| 4 |
from token_stream_handler import StreamHandler
|
|
|
|
|
|
|
| 5 |
from langchain.chains import ConversationalRetrievalChain
|
| 6 |
-
from langchain.schema import ChatMessage
|
| 7 |
from langchain.text_splitter import RecursiveCharacterTextSplitter
|
| 8 |
from langchain_community.document_loaders import Docx2txtLoader, PyPDFLoader, TextLoader
|
| 9 |
from langchain_community.vectorstores.chroma import Chroma
|
|
@@ -67,22 +68,17 @@ def main():
|
|
| 67 |
|
| 68 |
assistant_message = "Hello, you can upload a document and chat with me to ask questions related to its content."
|
| 69 |
st.session_state["messages"] = [
|
| 70 |
-
|
| 71 |
]
|
| 72 |
|
| 73 |
-
st.chat_message(
|
| 74 |
|
| 75 |
if prompt := st.chat_input(
|
| 76 |
placeholder="Chat with your document",
|
| 77 |
disabled=(not st.session_state.api_key),
|
| 78 |
):
|
| 79 |
-
st.session_state.messages.append(
|
| 80 |
-
|
| 81 |
-
role="user",
|
| 82 |
-
content=prompt,
|
| 83 |
-
)
|
| 84 |
-
)
|
| 85 |
-
st.chat_message("user").write(prompt)
|
| 86 |
|
| 87 |
handle_question(prompt)
|
| 88 |
|
|
@@ -108,7 +104,7 @@ def handle_question(question):
|
|
| 108 |
for msg in st.session_state.messages:
|
| 109 |
st.chat_message(msg.role).write(msg.content)
|
| 110 |
|
| 111 |
-
with st.chat_message(
|
| 112 |
stream_handler = StreamHandler(st.empty())
|
| 113 |
llm = ChatOpenAI(
|
| 114 |
openai_api_key=st.session_state.api_key,
|
|
@@ -117,7 +113,7 @@ def handle_question(question):
|
|
| 117 |
)
|
| 118 |
response = llm.invoke(st.session_state.messages)
|
| 119 |
st.session_state.messages.append(
|
| 120 |
-
|
| 121 |
)
|
| 122 |
|
| 123 |
|
|
|
|
| 2 |
import streamlit as st
|
| 3 |
|
| 4 |
from token_stream_handler import StreamHandler
|
| 5 |
+
from chat_profile import User, Assistant, ChatProfileRoleEnum
|
| 6 |
+
|
| 7 |
from langchain.chains import ConversationalRetrievalChain
|
|
|
|
| 8 |
from langchain.text_splitter import RecursiveCharacterTextSplitter
|
| 9 |
from langchain_community.document_loaders import Docx2txtLoader, PyPDFLoader, TextLoader
|
| 10 |
from langchain_community.vectorstores.chroma import Chroma
|
|
|
|
| 68 |
|
| 69 |
assistant_message = "Hello, you can upload a document and chat with me to ask questions related to its content."
|
| 70 |
st.session_state["messages"] = [
|
| 71 |
+
Assistant(message=assistant_message).build_message()
|
| 72 |
]
|
| 73 |
|
| 74 |
+
st.chat_message(ChatProfileRoleEnum.Assistant).write(assistant_message)
|
| 75 |
|
| 76 |
if prompt := st.chat_input(
|
| 77 |
placeholder="Chat with your document",
|
| 78 |
disabled=(not st.session_state.api_key),
|
| 79 |
):
|
| 80 |
+
st.session_state.messages.append(User(message=prompt).build_message())
|
| 81 |
+
st.chat_message(ChatProfileRoleEnum.User).write(prompt)
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 82 |
|
| 83 |
handle_question(prompt)
|
| 84 |
|
|
|
|
| 104 |
for msg in st.session_state.messages:
|
| 105 |
st.chat_message(msg.role).write(msg.content)
|
| 106 |
|
| 107 |
+
with st.chat_message(ChatProfileRoleEnum.Assistant):
|
| 108 |
stream_handler = StreamHandler(st.empty())
|
| 109 |
llm = ChatOpenAI(
|
| 110 |
openai_api_key=st.session_state.api_key,
|
|
|
|
| 113 |
)
|
| 114 |
response = llm.invoke(st.session_state.messages)
|
| 115 |
st.session_state.messages.append(
|
| 116 |
+
Assistant(message=response.content).build_message()
|
| 117 |
)
|
| 118 |
|
| 119 |
|
chat_profile.py
ADDED
|
@@ -0,0 +1,26 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
from langchain.schema import ChatMessage
|
| 2 |
+
from enum import Enum
|
| 3 |
+
|
| 4 |
+
|
| 5 |
+
class ChatProfileRoleEnum(str, Enum):
|
| 6 |
+
User = "user"
|
| 7 |
+
Assistant = "assistant"
|
| 8 |
+
|
| 9 |
+
|
| 10 |
+
class ChatProfile:
|
| 11 |
+
def __init__(self, role: str, message: str):
|
| 12 |
+
self.role = role
|
| 13 |
+
self.message = message
|
| 14 |
+
|
| 15 |
+
def build_message(self) -> ChatMessage:
|
| 16 |
+
return ChatMessage(role=self.role, content=self.message)
|
| 17 |
+
|
| 18 |
+
|
| 19 |
+
class Assistant(ChatProfile):
|
| 20 |
+
def __init__(self, message: str):
|
| 21 |
+
super().__init__(ChatProfileRoleEnum.Assistant, message)
|
| 22 |
+
|
| 23 |
+
|
| 24 |
+
class User(ChatProfile):
|
| 25 |
+
def __init__(self, message: str):
|
| 26 |
+
super().__init__(ChatProfileRoleEnum.User, message)
|