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app.py

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+import os
+
+import gradio as gr
+
+from embedchain import App
+
+
+import os
+
+
+#Initializing the Embedchain application with open source configuration
+config = {
+  'llm': {
+    'provider': 'huggingface',
+    'config': {
+      'model': 'mistralai/Mistral-7B-Instruct-v0.2',
+      'top_p': 0.5
+    }
+  },
+  'embedder': {
+    'provider': 'huggingface',
+    'config': {
+      'model': 'sentence-transformers/all-mpnet-base-v2'
+    }
+  }
+}
+app = App.from_config(config=config)
+# Add data to the app
+app.add("https://voxiitk.com/scrapping-of-galaxy24/")
+app.add("https://voxiitk.com/administration-responds-to-students-senates-demands/")
+app.add("https://voxiitk.com/yeh-hall-ab-13-na-raha/")
+app.add("https://voxiitk.com/girls-protest-at-directors-residence/")
+app.add("https://www.iitk.ac.in/doaa/data/UG-Manual.pdf")
+
+def query(message, history):
+    return app.chat(message)
+
+
+demo = gr.ChatInterface(query)
+
+demo.launch()

embedchain.json

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+{
+    "name": "VOX_RAG",
+    "provider": "hf/gradio.app"
+}

requirements.txt

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+gradio==4.11.0
+embedchain