| import streamlit as st | |
| from langchain.chat_models import ChatOpenAI | |
| from langchain.prompts.chat import ChatPromptTemplate | |
| import os | |
| os.environ["OPENAI_API_KEY"] = os.getenv("k1") | |
| st.title("Summarization Application :robot_face:") | |
| options = ["English","Telugu","Hindi","French","German","Russian","Spanish"] | |
| input_langauge = st.selectbox("Input Langauge: ",options) | |
| text = st.text_input("Text Input: ") | |
| if st.button("Submit"): | |
| llm = ChatOpenAI(model = "gpt-3.5-turbo",temperature = 0) | |
| prompt = ChatPromptTemplate.from_messages([("system","you are an expert summarizer for {lang} text."), | |
| ("human","{text}")]) | |
| chain = prompt|llm | |
| re = chain.invoke({"lang":input_langauge, "text":text}) | |
| st.write("Response: ") | |
| st.write(re.content) |