Upload app.py

app.py

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+# -*- coding: utf-8 -*-
+"""llama_cpp_quiz_generator.ipynb
+
+Automatically generated by Colab.
+
+Original file is located at
+    https://colab.research.google.com/drive/1V287A0U9MlfTEEPjBPDsREKdNMbxwg9V
+"""
+
+!pip install langchain
+!pip install llama-cpp-python
+!pip install langchain_community
+
+# Mount the Google Drive folder to Colab
+from google.colab import drive
+drive.mount('/content/drive')
+
+from langchain.prompts import ChatPromptTemplate
+from langchain.chains import LLMChain
+from langchain_community.llms import LlamaCpp
+
+llm = LlamaCpp(
+    model_path="/content/drive/My Drive/LLM/models/Meta-Llama-3.1-8B-Instruct-Q5_K_M.gguf",
+    )
+
+prompt = ChatPromptTemplate.from_template(
+    "Generate 2 questions and their correct answers based on the following text:\n\n{text}\n\n"
+)
+
+chain = LLMChain(llm=llm, prompt=prompt)
+
+text = "In general, IFC, or “Industry Foundation Classes”, \
+is a standardized, digital description of the built environment, \
+including buildings and civil infrastructure. \
+It is an open, international standard (ISO 16739-1:2018), \
+meant to be vendor-neutral, or agnostic, and usable across a wide range of hardware devices, \
+software platforms, and interfaces for many different use cases. \
+The IFC schema specification is the primary technical deliverable of buildingSMART International to fulfill its goal to promote openBIM."
+
+quiz = chain.invoke(text)
+print(quiz['text'])