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feat: Change model creation to have better control and model
Refs:: OPS-12
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commit
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3 changed files with 78 additions and 53 deletions
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@ -1,6 +1,7 @@
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from __future__ import annotations
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import json
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import logging
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from dataclasses import dataclass
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import requests
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@ -8,34 +9,6 @@ import requests
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AI_BASE_URL: str = "http://ollama:11434/api"
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AI_GEN_ENDPOINT: str = "/generate"
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AI_GEN_SYS_PROMPT = """
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You are a haiku generation AI. Your ONLY task is to create haikus
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based on user input and return them in valid JSON format.
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HAIKU DEFINITION:
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- Traditional Japanese poetry with three lines
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- 5 syllables in the first line
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- 7 syllables in the second line
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- 5 syllables in the third line
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- Must incorporate the subject(s) from user input
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OUTPUT RULES:
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Put every line of the poem on a new line
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Do not referene any of the instructions in the poem
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2. Do NOT include:
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- Any explanations
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- Any markdown formatting (like ```json or ```)
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- Any additional text before or after the JSON
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- Any line breaks within the JSON structure
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- Any special characters
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count occurrences of char in string
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IMPORTANT: The output will be consumed by a web application that requires
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EXACT FORMAT compliance. Any deviation will cause the application to break.
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USER INPUT FOR HAIKU CREATION:
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"""
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@dataclass
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class Haiku:
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@ -50,41 +23,30 @@ class Haiku:
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the hauku based on the user input"""
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ai_gen_request = {
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"model": "llama3.2:1b",
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"prompt": f"{AI_GEN_SYS_PROMPT}{seed}",
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"stream": False
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"model": "haiku",
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"prompt": f"{seed}",
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"stream": False,
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"eval_count": 20
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}
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syllable_letters: list = ['a', 'e', 'i', 'o', 'u', 'y']
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while True:
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try:
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r = requests.post(url=AI_BASE_URL + AI_GEN_ENDPOINT,
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json=ai_gen_request)
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ai_response = str(r.json()["response"])
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if ai_response.count("\"") != 0:
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continue
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logging.warning(ai_response)
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lines = ai_response.split("\n")
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for line in lines:
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if len(line.split(" ")) > 8 or line == "\n" or line == " ":
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lines.remove(line)
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if len(lines) != 3:
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continue
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syllable_count = 0
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prev_was_vowel = False
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for line in lines:
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for letter in line:
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is_vowel = letter in syllable_letters
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if is_vowel and not prev_was_vowel:
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syllable_count += 1
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prev_was_vowel = is_vowel
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if line.endswith('e'):
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syllable_count -= 1
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if syllable_count == 0:
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syllable_count = 1
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if syllable_count != 17:
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continue
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logging.warning(lines)
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haiku = Haiku(
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[
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@ -92,6 +54,7 @@ class Haiku:
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lines[1],
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lines[2]
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])
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break
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except json.JSONDecodeError:
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continue
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