Update app.py
Browse files
app.py
CHANGED
@@ -11,6 +11,7 @@ from langchain.llms import LlamaCpp
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from langchain.prompts import PromptTemplate
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import os
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import pandas as pd
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prompt_template_questions = """
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@@ -89,13 +90,13 @@ if file_path:
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# Initialize Large Language Model for question generation
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llm_question_gen = LlamaCpp(
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streaming = True,
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model_path="
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temperature=0.75,
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top_p=1,
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verbose=True,
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n_ctx=4096
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)
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-
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# Initialize question generation chain
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question_gen_chain = load_summarize_chain(llm=llm_question_gen, chain_type="refine", verbose=True,
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question_prompt=PROMPT_QUESTIONS, refine_prompt=REFINE_PROMPT_QUESTIONS)
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@@ -105,7 +106,7 @@ if file_path:
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# Initialize Large Language Model for answer generation
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llm_answer_gen = LlamaCpp(
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streaming = True,
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model_path="zephyr-
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temperature=0.75,
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top_p=1,
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verbose=True,
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from langchain.prompts import PromptTemplate
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import os
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import pandas as pd
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from transformers import AutoModel
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prompt_template_questions = """
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# Initialize Large Language Model for question generation
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llm_question_gen = LlamaCpp(
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streaming = True,
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model_path = AutoModel.from_pretrained("TheBloke/zephyr-7B-beta-GGUF"),
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temperature=0.75,
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top_p=1,
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verbose=True,
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n_ctx=4096
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)
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model = AutoModel.from_pretrained("TheBloke/zephyr-7B-beta-GGUF")
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# Initialize question generation chain
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question_gen_chain = load_summarize_chain(llm=llm_question_gen, chain_type="refine", verbose=True,
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question_prompt=PROMPT_QUESTIONS, refine_prompt=REFINE_PROMPT_QUESTIONS)
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# Initialize Large Language Model for answer generation
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llm_answer_gen = LlamaCpp(
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streaming = True,
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model_path = AutoModel.from_pretrained("TheBloke/zephyr-7B-beta-GGUF"),
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temperature=0.75,
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top_p=1,
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verbose=True,
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