MCP API Tools

import streamlit as st import requests # Konfigurasi halaman st.set_page_config( page_title="MCP Server AI Assistant", page_icon="🤖", layout="wide" ) # URL Server SERVER_URL = "http://localhost:8000" # Header st.title("🤖 MCP Server AI Assistant") st.markdown("---") # Sidebar untuk memilih mode st.sidebar.title("⚙️ Pengaturan") mode = st.sidebar.radio( "Pilih Mode:", ["Auto Tool Router", "Google Gemini AI", "Manual Tools"] ) st.sidebar.markdown("---") st.sidebar.info( "**Auto Tool Router**: Otomatis memilih tool berdasarkan prompt\n\n" "**Google Gemini AI**: Chat dengan AI Google Gemini\n\n" "**Manual Tools**: Pilih tool secara manual" ) # ============================================ # MODE 1: Auto Tool Router # ============================================ if mode == "Auto Tool Router": st.header("🔄 Auto Tool Router") st.write("Masukkan pertanyaan dan sistem akan otomatis memilih tool yang tepat.") prompt = st.text_input( "Pertanyaan:", placeholder="Contoh: cuaca di Jakarta, berita teknologi, definisi python, quote bijak" ) if st.button("🚀 Kirim", type="primary"): if prompt: with st.spinner("Memproses..."): try: response = requests.post( f"{SERVER_URL}/auto", json={"prompt": prompt} ) if response.status_code == 200: result = response.json() st.success("✅ Berhasil!") # Tampilkan response LLM st.markdown("### 💬 Jawaban:") st.write(result.get("response", "Tidak ada response")) # Tampilkan raw data dalam expander with st.expander("📊 Lihat Data Mentah"): st.json(result.get("raw_data", {})) else: st.error(f"❌ Error: {response.status_code}") st.write(response.text) except Exception as e: st.error(f"❌ Koneksi gagal: {str(e)}") st.info("Pastikan server berjalan di http://localhost:8000") else: st.warning("⚠️ Masukkan pertanyaan terlebih dahulu") # ============================================ # MODE 2: Google Gemini AI # ============================================ elif mode == "Google Gemini AI": st.header("🧠 Google Gemini AI") st.write("Chat dengan Google Gemini AI untuk pertanyaan apapun.") # Session state untuk menyimpan history chat if "messages" not in st.session_state: st.session_state.messages = [] # Tampilkan history chat for message in st.session_state.messages: with st.chat_message(message["role"]): st.markdown(message["content"]) # Input chat if prompt := st.chat_input("Tanya sesuatu..."): # Tampilkan pesan user st.session_state.messages.append({"role": "user", "content": prompt}) with st.chat_message("user"): st.markdown(prompt) # Kirim ke API dan tampilkan response with st.chat_message("assistant"): with st.spinner("Berpikir..."): try: response = requests.post( f"{SERVER_URL}/llm", json={"prompt": prompt} ) if response.status_code == 200: result = response.json() ai_response = result.get("response", "Tidak ada response") st.markdown(ai_response) st.session_state.messages.append({"role": "assistant", "content": ai_response}) else: error_msg = f"Error: {response.status_code}" st.error(error_msg) except Exception as e: error_msg = f"Koneksi gagal: {str(e)}" st.error(error_msg) # Tombol clear chat if st.button("🗑️ Clear Chat"): st.session_state.messages = [] st.rerun() # ============================================ # MODE 3: Manual Tools # ============================================ elif mode == "Manual Tools": st.header("🛠️ Manual Tools") tool = st.selectbox( "Pilih Tool:", ["Weather", "News", "Dictionary", "Quotes", "Web Search"] ) st.markdown("---") # Weather Tool if tool == "Weather": st.subheader("🌤️ Weather Tool") city = st.text_input("Nama Kota:", value="Jakarta") if st.button("Cek Cuaca", type="primary"): with st.spinner("Mengambil data cuaca..."): try: response = requests.post( f"{SERVER_URL}/auto", json={"prompt": f"cuaca di {city}"} ) if response.status_code == 200: result = response.json() st.success(f"✅ Cuaca di {result.get('city', city)}") col1, col2 = st.columns(2) with col1: st.metric("🌡️ Suhu", f"{result.get('temp_c', 'N/A')}°C") with col2: st.info(f"☁️ {result.get('description', 'N/A')}") else: st.error(f"❌ Error: {response.status_code}") except Exception as e: st.error(f"❌ Koneksi gagal: {str(e)}") # News Tool elif tool == "News": st.subheader("📰 News Tool") topic = st.text_input("Topik Berita:", value="technology") if st.button("Cari Berita", type="primary"): with st.spinner("Mencari berita..."): try: response = requests.post( f"{SERVER_URL}/auto", json={"prompt": f"berita {topic}"} ) if response.status_code == 200: articles = response.json() st.success(f"✅ Ditemukan {len(articles)} berita") for i, article in enumerate(articles, 1): with st.expander(f"📄 {i}. {article.get('title', 'No Title')}"): st.write(f"**Sumber:** {article.get('source', {}).get('name', 'Unknown')}") st.write(f"**Deskripsi:** {article.get('description', 'No description')}") st.write(f"**Link:** [{article.get('url', '#')}]({article.get('url', '#')})") else: st.error(f"❌ Error: {response.status_code}") except Exception as e: st.error(f"❌ Koneksi gagal: {str(e)}") # Dictionary Tool elif tool == "Dictionary": st.subheader("📖 Dictionary Tool") word = st.text_input("Kata (dalam bahasa Inggris):", value="technology") if st.button("Cari Definisi", type="primary"): with st.spinner("Mencari definisi..."): try: response = requests.post( f"{SERVER_URL}/auto", json={"prompt": f"definisi {word}"} ) if response.status_code == 200: result = response.json() if "error" not in result: st.success(f"✅ Definisi: {result.get('word', word)}") st.info(f"**Part of Speech:** {result.get('part_of_speech', 'N/A')}") st.write(f"**Definition:** {result.get('definition', 'N/A')}") if result.get('example'): st.write(f"**Example:** _{result.get('example')}_") else: st.warning("⚠️ Kata tidak ditemukan") else: st.error(f"❌ Error: {response.status_code}") except Exception as e: st.error(f"❌ Koneksi gagal: {str(e)}") # Quotes Tool elif tool == "Quotes": st.subheader("💭 Quotes Tool") st.write("Dapatkan kutipan bijak acak") if st.button("Dapatkan Quote", type="primary"): with st.spinner("Mengambil quote..."): try: response = requests.post( f"{SERVER_URL}/auto", json={"prompt": "quote bijak"} ) if response.status_code == 200: result = response.json() st.success("✅ Quote of the Day") st.markdown(f"### _{result.get('quote', 'No quote')}_") st.write(f"**— {result.get('author', 'Unknown')}**") else: st.error(f"❌ Error: {response.status_code}") except Exception as e: st.error(f"❌ Koneksi gagal: {str(e)}") # Web Search Tool elif tool == "Web Search": st.subheader("🔍 Web Search Tool") query = st.text_input("Query Pencarian:", value="python programming") if st.button("Cari", type="primary"): with st.spinner("Mencari..."): try: response = requests.post( f"{SERVER_URL}/auto", json={"prompt": query} ) if response.status_code == 200: result = response.json() st.success("✅ Hasil Pencarian") if result.get('heading'): st.subheader(result.get('heading')) if result.get('abstract'): st.write(result.get('abstract')) if result.get('related'): st.write("**Related Topics:**") for item in result.get('related', []): if isinstance(item, dict) and 'Text' in item: st.write(f"- {item['Text']}") else: st.error(f"❌ Error: {response.status_code}") except Exception as e: st.error(f"❌ Koneksi gagal: {str(e)}") # Footer st.markdown("---") st.markdown( "<div style='text-align: center; color: gray;'>" "MCP Server AI Assistant | Powered by FastAPI & Streamlit" "</div>", unsafe_allow_html=True )