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Create app.py
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app.py
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import gradio as gr
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import os
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import oxen
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from oxen import RemoteRepo
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from oxen.auth import config_auth
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from oxen.user import config_user, current_user
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import json
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import argparse
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# These will be initialized in the main function
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repo = None
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def download_prompts(branch):
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'''
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Downloads prompts.jsonl from the main remote repository
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'''
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# Download takes a file or directory a commit id
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# write stuff for when prompts.jsonl doesnt exist
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repo.download("prompts.jsonl", revision=branch)
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return "Successfully downloaded prompts.jsonl from the main remote repository."
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# Function to update the bad_prompt variable
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def add_prompt(api_key, prompt):
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'''
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saves prompt to prompts.json
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'''
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# write lock file
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lock_file = "LOCK"
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if os.path.exists(lock_file):
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return "Someone else is currently adding prompts. Please try again later."
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else:
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with open(lock_file, 'w') as f:
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f.write("locked")
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if api_key == "":
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return "Please enter an API key"
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# this will not work in high concurrent environments, but for now it's fine
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try:
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config_auth(api_key)
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except:
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return "Invalid API Key"
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user = current_user()
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# convert name into a branch name with dashes
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username = user.name.replace(" ", "-")
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branch_name = f"add-prompt-{username}"
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# create branch if doesn't exist, switch to it if it does
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try:
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repo.create_checkout_branch(branch_name)
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except:
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return "You do not have permission to create branches. Please contact @greg.schoeninger in the Oxen.ai discord for access. https://discord.com/invite/s3tBEn7Ptg"
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# Download the last set of prompts
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download_prompts(branch_name)
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file_path = "prompts.jsonl"
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data = set()
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with open(file_path) as f:
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for line in f:
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print(line)
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data.add(line.strip())
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data.add(json.dumps({"prompt": prompt, "user": user.name}))
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with open(file_path, 'w') as writer:
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for line in data:
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writer.write(line)
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writer.write('\n')
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repo.add('prompts.jsonl')
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repo.commit(f"Adding '{prompt}' to dataset")
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# remove lock file
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os.remove(lock_file)
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return "Prompt added to prompts.jsonl"
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def is_configured():
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return oxen.is_configured() and 'OXEN_USER_NAME' in os.environ and 'OXEN_USER_EMAIL' in os.environ and 'OXEN_AUTH_TOKEN' in os.environ
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def print_error_not_configured():
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print("Please configure your Oxen credentials:\n\n\toxen config --auth API_KEY\n\toxen config --name YOUR_NAME --email YOUR_EMAIL\n\nor set the OXEN_AUTH_TOKEN, OXEN_USER_NAME and OXEN_USER_EMAIL environment variables.")
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def main():
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global repo
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repo_name = "datasets/UnanswerableQuestions"
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repo = RemoteRepo(repo_name)
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if not repo.exists():
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print(f"Repository {repo_name} does not exist")
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print(f"Saving prompts to {repo_name}")
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with gr.Blocks() as demo:
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gr.Markdown("# Unanswerable Questions")
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gr.Markdown("This is a dataset of unanswerable questions to test whether an LLM \"knows when it does not know\" and minimize hallucinations. Click Save to Oxen to save the prompts to Oxen.ai")
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gr.Markdown("To view the dataset, visit https://oxen.ai/datasets/UnanswerableQuestions")
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gr.Markdown("## Save prompt to Oxen")
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success_message = gr.Markdown()
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api_key = gr.Textbox(label="Enter Oxen.ai API Key here", lines=1, type="password")
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prompt = gr.Textbox(label="Enter prompt here", lines=2)
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button1 = gr.Button(value="Save Prompt")
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button1.click(add_prompt, inputs = [api_key, prompt], outputs=success_message)
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demo.launch()
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demo.close()
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if __name__ == "__main__":
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main()
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