elshehawy commited on
Commit
4298cc6
·
1 Parent(s): 801dda6

increase chunk_size, and chunk_overlap

Browse files
Files changed (1) hide show
  1. app.py +4 -3
app.py CHANGED
@@ -21,8 +21,8 @@ for loader in loaders:
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  loader.load()[0:] # skip first page
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  )
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- chunk_size = 500
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- chunk_overlap = 100
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  text_splitter = RecursiveCharacterTextSplitter(chunk_size=chunk_size,
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  chunk_overlap=chunk_overlap)
@@ -32,6 +32,7 @@ splits = text_splitter.split_documents(docs)
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  vectorstore = Chroma.from_documents(documents=splits, embedding=OpenAIEmbeddings())
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  retriever = vectorstore.as_retriever()
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  prompt = hub.pull("rlm/rag-prompt")
 
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  # model_name = 'gpt-3.5-turbo-0125'
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  model_name = 'gpt-4-1106-preview'
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  llm = ChatOpenAI(model_name=model_name, temperature=0)
@@ -58,4 +59,4 @@ examples = [
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  textbox = gr.Textbox(label="اكتب سؤالك هنا", placeholder="", lines=4)
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  iface = gr.Interface(fn=predict, inputs=textbox, outputs="text", examples=examples)
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- iface.launch()
 
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  loader.load()[0:] # skip first page
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  )
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+ chunk_size = 1000
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+ chunk_overlap = 200
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  text_splitter = RecursiveCharacterTextSplitter(chunk_size=chunk_size,
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  chunk_overlap=chunk_overlap)
 
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  vectorstore = Chroma.from_documents(documents=splits, embedding=OpenAIEmbeddings())
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  retriever = vectorstore.as_retriever()
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  prompt = hub.pull("rlm/rag-prompt")
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+
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  # model_name = 'gpt-3.5-turbo-0125'
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  model_name = 'gpt-4-1106-preview'
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  llm = ChatOpenAI(model_name=model_name, temperature=0)
 
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  textbox = gr.Textbox(label="اكتب سؤالك هنا", placeholder="", lines=4)
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  iface = gr.Interface(fn=predict, inputs=textbox, outputs="text", examples=examples)
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+ iface.launch(share=True)