Create app.py

app.py

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+import streamlit as st
+import requests
+import os
+
+# Get DeepSeek API key from Space secrets
+DEEPSEEK_API_KEY = os.getenv("DEEPSEEK_API_KEY")
+DEEPSEEK_API_URL = "https://api.deepseek.com/v1/completions"
+HEADERS = {"Authorization": f"Bearer {DEEPSEEK_API_KEY}", "Content-Type": "application/json"}
+
+# Initialize session state
+if "chat_history" not in st.session_state:
+    st.session_state.chat_history = []
+if "corrected_sentence" not in st.session_state:
+    st.session_state.corrected_sentence = ""
+
+# Title of the app
+st.title("Sentence Improver & Chat with DeepSeek")
+
+# --- Sentence Correction Section ---
+st.subheader("Improve a Sentence")
+user_input = st.text_input("Enter a sentence to improve:", "I goed to the park and play.")
+
+if st.button("Improve Sentence"):
+    if user_input:
+        prompt = f"Correct and improve this sentence: '{user_input}'"
+        payload = {
+            "model": "deepseek-coder",  # Adjust if needed
+            "prompt": prompt,
+            "max_tokens": 100,
+            "temperature": 0.7
+        }
+        try:
+            response = requests.post(DEEPSEEK_API_URL, headers=HEADERS, json=payload)
+            response.raise_for_status()
+            st.session_state.corrected_sentence = response.json()["choices"][0]["text"].strip()
+            st.success(f"Improved Sentence: {st.session_state.corrected_sentence}")
+        except Exception as e:
+            st.error(f"Error: {str(e)}")
+    else:
+        st.warning("Please enter a sentence first!")
+
+# --- Chat Section ---
+st.subheader("Chat About the Corrected Sentence")
+if st.session_state.corrected_sentence:
+    # Chat history container with scrollbar
+    chat_container = st.container(height=300)
+    with chat_container:
+        for speaker, message in st.session_state.chat_history:
+            if speaker == "You":
+                st.markdown(
+                    f"<div style='text-align: right; margin: 5px;'><span style='background-color: #DCF8C6; padding: 8px; border-radius: 10px;'>{message}</span></div>",
+                    unsafe_allow_html=True
+                )
+            else:
+                st.markdown(
+                    f"<div style='text-align: left; margin: 5px;'><span style='background-color: #ECECEC; padding: 8px; border-radius: 10px;'>{message}</span></div>",
+                    unsafe_allow_html=True
+                )
+
+    # Chat input with Enter submission
+    chat_input = st.text_input(
+        "Ask something about the corrected sentence (press Enter to send) ➡️",
+        key="chat_input",
+        value="",
+        on_change=lambda: submit_chat(),
+    )
+
+    # Function to handle chat submission with full context
+    def submit_chat():
+        chat_text = st.session_state.chat_input
+        if chat_text:
+            # Build prompt with corrected sentence and full chat history
+            prompt = f"The corrected sentence is: '{st.session_state.corrected_sentence}'.\n"
+            if st.session_state.chat_history:
+                prompt += "Previous conversation:\n"
+                for speaker, message in st.session_state.chat_history:
+                    prompt += f"{speaker}: {message}\n"
+            prompt += f"User asks: '{chat_text}'. Respond naturally."
+            
+            payload = {
+                "model": "deepseek-coder",
+                "prompt": prompt,
+                "max_tokens": 150,
+                "temperature": 0.7
+            }
+            try:
+                response = requests.post(DEEPSEEK_API_URL, headers=HEADERS, json=payload)
+                response.raise_for_status()
+                llm_response = response.json()["choices"][0]["text"].strip()
+                # Add to chat history
+                st.session_state.chat_history.append(("You", chat_text))
+                st.session_state.chat_history.append(("LLM", llm_response))
+                # Clear input
+                st.session_state.chat_input = ""
+            except Exception as e:
+                st.error(f"Error in chat: {str(e)}")
+
+else:
+    st.write("Improve a sentence first to start chatting!")
+
+# Optional: Clear chat button
+if st.button("Clear Chat"):
+    st.session_state.chat_history = []
+    st.rerun()