Fix categorize_transactions to account for variations in LLM response, added docs #7
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varunsharma27
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Oct 11, 2024
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| "def categorize_transactions(transaction_names, llm):\n", | ||
| " response = llm.invoke(\"Can you add an appropriate category to the following expenses. For example: Spotify AB by Adyen - Entertainment, Beta Boulders Ams Amsterdam Nld - Sport, etc.. Categories should be less than 4 words. \" + transaction_names)\n", | ||
| " response = response.split('\\n')\n", | ||
| " original_response = llm.invoke(\"Can you add an appropriate category to the following expenses. For example: Spotify AB by Adyen - Entertainment, Beta Boulders Ams Amsterdam Nld - Sport, etc.. Categories should be less than 4 words. \" + transaction_names)\n", | ||
| " response = original_response.split('\\n')\n", | ||
| "\n", | ||
| " # Keep only the lines in between blank lines (removing the explaination lines at the beginning and end of the response)\n", | ||
| " blank_indexes = [index for index in range(len(response)) if response[index] == '']\n", | ||
| " if len(blank_indexes) == 1:\n", | ||
| " response = response[(blank_indexes[0] + 1):]\n", | ||
| " else:\n", | ||
| " response = response[(blank_indexes[0] + 1) : blank_indexes[1]]\n", | ||
| " # Keep only the lines with categories (removing the explaination lines at the beginning and end of the response)\n", | ||
| " response = [item for item in response if item != '' and ' - ' in item]\n", |
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Fix categorize_transactions to account for variations in LLM response
varunsharma27
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Nice project, was just playing around with it but faced issues. Fixed in this PR, added docs to help others.