de-obfuscate from local file

hw4/app.py

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+#derived from https://github.com/wu4f/cs410g-src/blob/main/05_CodeSummarize/01_python_parser.py
+from langchain_community.document_loaders.generic import GenericLoader
+from langchain_community.document_loaders.parsers import LanguageParser
+from langchain_text_splitters import Language
+from langchain_openai import ChatOpenAI
+from langchain_core.runnables import RunnablePassthrough
+from langchain_core.prompts import PromptTemplate
+from langchain_core.output_parsers import StrOutputParser
+from dotenv import load_dotenv
+import readline
+load_dotenv()
+
+llm = ChatOpenAI(model_name="gpt-4-turbo", temperature=0)
+
+def deobfuscate(path):
+    loader = GenericLoader.from_filesystem(
+            path,
+            glob="*",
+            suffixes=[".js"],
+            parser=LanguageParser(),
+    )
+    docs = loader.load()
+    prompt1 = PromptTemplate.from_template(
+        """You are an expert javascript de-obfuscater. Carefully analyze the following code and de-obduscate, by applying proper formatting, commenting, and re-naming as necessary.
+
+        Along with this response, make a note of the changes made. If the input is anything other than obfuscated javascript, respond with "Invalid Input:" follwed by the reason why.
+
+        {text}
+        """
+    )
+
+    chain = (
+      {"text": RunnablePassthrough()} 
+      | prompt1
+      | llm
+      | StrOutputParser()
+    )
+    output = "\n".join([d.page_content for d in docs])
+    result = chain.invoke(output)
+    return(result)
+
+print("Welcome to my javascript code de-obfuscator. Supply a local or web path to an obfuscated javascript file and I will attempt to de-obfuscate it.")
+
+while True:
+    try:
+        line = input("llm>> ")
+        if line:
+            result = deobfuscate(line)
+            print(result)
+        else:
+            break
+    except Exception as e:
+        print(e)
+        break

hw4/requirnments.txt

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+langchain
+langchain-community
+langchain_openai
+python-dotenv
+unstructured
+langchainhub