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from transformers import pipeline | |
SYSTEM_PROMPT = """ | |
You are a general AI assistant. I will ask you a question. Report your thoughts, and finish your answer with the following template: | |
FINAL ANSWER: [YOUR FINAL ANSWER]. | |
YOUR FINAL ANSWER should be a number OR as few words as possible OR a comma separated list of numbers and/or strings. | |
If you are asked for a number, don't use comma to write your number neither use units such as $ or percent sign unless specified otherwise. | |
If you are asked for a string, don't use articles, neither abbreviations (e.g. for cities), and write the digits in plain text unless specified otherwise. | |
If you are asked for a comma separated list, apply the above rules depending of whether the element to be put in the list is a number or a string. | |
""" | |
from transformers import pipeline | |
SYSTEM_PROMPT = """...""" # oförändrat | |
class GaiaAgent: | |
def __init__(self, model_id="tiiuae/falcon-rw-1b"): | |
self.generator = pipeline( | |
"text-generation", | |
model=model_id, | |
tokenizer=model_id, | |
max_new_tokens=512, | |
device="cpu", # viktigt! | |
return_full_text=False | |
) | |
def __call__(self, question: str) -> tuple[str, str]: | |
try: | |
prompt = f"{SYSTEM_PROMPT}\n\n{question}\nFINAL ANSWER:" | |
output = self.generator(prompt)[0]["generated_text"] | |
if "FINAL ANSWER:" in output: | |
final = output.split("FINAL ANSWER:")[-1].strip().split("\n")[0].strip() | |
else: | |
final = output.strip() | |
return final, output | |
except Exception as e: | |
return "ERROR", f"Agent failed: {e}" | |