deploy model

src/streamlit_app.py

@@ -1,40 +1,95 @@
-import altair as alt
-import numpy as np
-import pandas as pd
+# import altair as alt
+# import numpy as np
+# import pandas as pd
+# import streamlit as st
+
+# """
+# # Welcome to Streamlit!
+
+# Edit `/streamlit_app.py` to customize this app to your heart's desire :heart:.
+# If you have any questions, checkout our [documentation](https://docs.streamlit.io) and [community
+# forums](https://discuss.streamlit.io).
+
+# In the meantime, below is an example of what you can do with just a few lines of code:
+# """
+
+# num_points = st.slider("Number of points in spiral", 1, 10000, 1100)
+# num_turns = st.slider("Number of turns in spiral", 1, 300, 31)
+
+# indices = np.linspace(0, 1, num_points)
+# theta = 2 * np.pi * num_turns * indices
+# radius = indices
+
+# x = radius * np.cos(theta)
+# y = radius * np.sin(theta)
+
+# df = pd.DataFrame({
+#     "x": x,
+#     "y": y,
+#     "idx": indices,
+#     "rand": np.random.randn(num_points),
+# })
+
+# st.altair_chart(alt.Chart(df, height=700, width=700)
+#     .mark_point(filled=True)
+#     .encode(
+#         x=alt.X("x", axis=None),
+#         y=alt.Y("y", axis=None),
+#         color=alt.Color("idx", legend=None, scale=alt.Scale()),
+#         size=alt.Size("rand", legend=None, scale=alt.Scale(range=[1, 150])),
+#     ))
 import streamlit as st
+import os
+from groq import Groq
+
+# Custom function to load variables from a .env file
+def load_dotenv(filepath=".env"):
+    try:
+        with open(filepath, "r") as f:
+            for line in f:
+                line = line.strip()
+                # Skip comments and empty lines
+                if not line or line.startswith("#"):
+                    continue
+                if "=" in line:
+                    key, value = line.split("=", 1)
+                    os.environ.setdefault(key.strip(), value.strip())
+    except FileNotFoundError:
+        st.error("No .env file found. Please create one with your API key.")
+    except Exception as e:
+        st.error(f"Error loading .env file: {e}")
+
+# Load environment variables from the .env file
+load_dotenv()
+
+def main():
+    st.title("Samyotech Chatbot")
+    
+    # Fetch API key from environment variables
+    groq_api_key = os.environ.get("GROQ_API_KEY")
+    
+    if groq_api_key:
+        client = Groq(api_key=groq_api_key)
+        st.write("### Chat with LLM")
+        user_input = st.text_area("Enter your message:")
+        
+        if st.button("Generate Response"):
+            if user_input.strip():
+                try:
+                    response = client.chat.completions.create(
+                        model="llama-3.3-70b-versatile",
+                        messages=[
+                            {"role": "user", "content": user_input}
+                        ]
+                    )
+                    st.write("### Response:")
+                    st.write(response.choices[0].message.content)
+                except Exception as e:
+                    st.error(f"Error: {e}")
+            else:
+                st.warning("Please enter a message to generate a response.")
+    else:
+        st.error("API key not found. Please ensure your .env file contains GROQ_API_KEY.")
 
-"""
-# Welcome to Streamlit!
-
-Edit `/streamlit_app.py` to customize this app to your heart's desire :heart:.
-If you have any questions, checkout our [documentation](https://docs.streamlit.io) and [community
-forums](https://discuss.streamlit.io).
-
-In the meantime, below is an example of what you can do with just a few lines of code:
-"""
-
-num_points = st.slider("Number of points in spiral", 1, 10000, 1100)
-num_turns = st.slider("Number of turns in spiral", 1, 300, 31)
-
-indices = np.linspace(0, 1, num_points)
-theta = 2 * np.pi * num_turns * indices
-radius = indices
-
-x = radius * np.cos(theta)
-y = radius * np.sin(theta)
-
-df = pd.DataFrame({
-    "x": x,
-    "y": y,
-    "idx": indices,
-    "rand": np.random.randn(num_points),
-})
-
-st.altair_chart(alt.Chart(df, height=700, width=700)
-    .mark_point(filled=True)
-    .encode(
-        x=alt.X("x", axis=None),
-        y=alt.Y("y", axis=None),
-        color=alt.Color("idx", legend=None, scale=alt.Scale()),
-        size=alt.Size("rand", legend=None, scale=alt.Scale(range=[1, 150])),
-    ))
+if __name__ == "__main__":
+    main()