chandini2595 commited on
Commit
7a3eff7
·
1 Parent(s): 66ff8f7
Files changed (1) hide show
  1. app.py +11 -11
app.py CHANGED
@@ -97,7 +97,7 @@ def extract_products(text):
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  def extract_with_perplexity_llm(ocr_text):
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  prompt = f"""
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- Extract the following fields from this receipt text and return them as a single flat JSON object:
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  - name (customer name)
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  - product (main product name)
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  - price (main product price)
@@ -221,16 +221,16 @@ def main():
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  with st.spinner("Extracting structured data with Perplexity LLM..."):
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  llm_result = extract_with_perplexity_llm(pytesseract.image_to_string(Image.open(temp_path)))
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  st.subheader("Structured Data (Perplexity LLM)")
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- st.code(llm_result, language="json")
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-
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- # Try to parse the JSON from the LLM output
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- llm_data = {}
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- try:
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- llm_json = extract_json_from_llm_output(llm_result)
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- if llm_json:
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- llm_data = json.loads(llm_json)
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- except Exception as e:
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- st.error(f"Failed to parse LLM output as JSON: {e}")
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  # Merge results
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  final_data = merge_extractions(fields, llm_data)
 
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  def extract_with_perplexity_llm(ocr_text):
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  prompt = f"""
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+ Extract the following fields from this receipt text and return them as a single flat JSON object (not a list or nested object):
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  - name (customer name)
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  - product (main product name)
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  - price (main product price)
 
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  with st.spinner("Extracting structured data with Perplexity LLM..."):
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  llm_result = extract_with_perplexity_llm(pytesseract.image_to_string(Image.open(temp_path)))
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  st.subheader("Structured Data (Perplexity LLM)")
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+ st.json(llm_result)
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+
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+ # Try to parse the JSON from the LLM output
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+ llm_data = {}
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+ try:
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+ llm_json = extract_json_from_llm_output(llm_result)
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+ if llm_json:
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+ llm_data = json.loads(llm_json)
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+ except Exception as e:
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+ st.error(f"Failed to parse LLM output as JSON: {e}")
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  # Merge results
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  final_data = merge_extractions(fields, llm_data)