tutorial93

tutorial93/main.py

@@ -0,0 +1,36 @@
+from langchain_openai import ChatOpenAI
+from langchain.prompts import PromptTemplate
+from langchain.chains import LLMChain
+from langchain_community.document_loaders import PyPDFLoader
+import json
+
+
+llm=ChatOpenAI(model="gpt-4o")
+loader=PyPDFLoader(r"C:\Users\welcome\OneDrive\Documents\GitHub\LLMtutorial\tutorial93\Hospital_Report.pdf")
+docs=loader.load()
+template="""
+you are an intelliegnt bot who can analyze any text with  hospital information{doc_text} , 
+your job is to read and analyse the information and create a json dictionary.
+dictionary has the followinmg key:
+Hospital Name
+Address
+City
+State
+Zip Code
+Contact Number
+Email Address
+Website
+
+output must be json nothing else
+"""
+prompt=PromptTemplate(template=template,input_variables=["doc_text"])
+llmchain=LLMChain(llm=llm,prompt=prompt)
+for doc in docs:
+    text=doc.page_content
+    response=llmchain.invoke({"doc_text":text})
+    data=response["text"]
+    data=data.replace("json","")
+    data=data.replace("`","")
+    data=json.loads(data)
+    print(data)
+

tutorial93/prompt.txt

@@ -0,0 +1,13 @@
+you are an intelliegnt bot who can analyze any text with  hospital information{doc_text} , 
+your job is to read and analyse the information and create a json dictionary.
+dictionary has the followinmg key:
+Hospital Name
+Address
+City
+State
+Zip Code
+Contact Number
+Email Address
+Website
+
+output must be json nothing else