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xlr8harder
add provider require_parameters option to exclude providers that do not support completions api to avoid random errors
1ce16f9
import gradio as gr | |
import requests | |
import json | |
import os | |
default_prompt = "The best thing about being a cat is" | |
def generate_completion(api_key, model, prompt, temperature, repetition_penalty, stop_phrase, max_tokens): | |
if not api_key: | |
return "Please enter your OpenRouter API key." | |
try: | |
# Prepare the request payload | |
payload = { | |
"model": model, | |
"prompt": prompt, | |
"temperature": temperature, | |
"frequency_penalty": repetition_penalty, | |
"max_tokens": max_tokens, | |
"provider": { | |
"require_parameters": True | |
} | |
} | |
# Add stop phrase if provided | |
if stop_phrase: | |
payload["stop"] = [stop_phrase] | |
# Prepare headers | |
headers = { | |
"Authorization": f"Bearer {api_key}", | |
"Content-Type": "application/json" | |
} | |
# Make the API request | |
response = requests.post( | |
"https://openrouter.ai/api/v1/completions", | |
headers=headers, | |
json=payload, | |
timeout=60 | |
) | |
# Check if request was successful | |
response.raise_for_status() | |
# Parse the response | |
result = response.json() | |
# Extract the completion text | |
if "choices" in result and len(result["choices"]) > 0: | |
return result["choices"][0]["text"].strip() | |
else: | |
return "No completion generated." | |
except requests.exceptions.RequestException as e: | |
return f"Request error: {str(e)}" | |
except json.JSONDecodeError as e: | |
return f"JSON decode error: {str(e)}" | |
except Exception as e: | |
return f"An error occurred: {str(e)}" | |
def append_completion(prompt, completion): | |
new_prompt = f"{prompt}{completion}".strip() | |
return new_prompt, "" # Return new prompt and empty completion | |
def clear_fields(): | |
return "", "" | |
with gr.Blocks(theme=gr.themes.Soft()) as iface: | |
gr.Markdown("# Base Model Completion Interface via OpenRouter") | |
# API Key input at the top | |
api_key_input = gr.Textbox( | |
label="OpenRouter API Key", | |
type="password", | |
placeholder="Enter your OpenRouter API key" | |
) | |
with gr.Row(): | |
with gr.Column(scale=2): | |
prompt_input = gr.Textbox(label="Prompt", lines=6, value="The best thing about being a cat is") | |
with gr.Column(scale=1): | |
model_input = gr.Textbox( | |
label="Model", | |
value="meta-llama/llama-3.1-405b", | |
placeholder="Enter model name" | |
) | |
temperature_slider = gr.Slider(minimum=0, maximum=1, value=0.7, step=0.1, label="Temperature") | |
repetition_penalty_slider = gr.Slider(minimum=0, maximum=2, value=0.1, step=0.1, label="Repetition Penalty") | |
max_tokens_slider = gr.Slider(minimum=1, maximum=4000, value=250, step=1, label="Max Tokens") | |
stop_phrase_input = gr.Textbox(label="Stop Phrase", placeholder="Enter stop phrase (optional)") | |
with gr.Row(): | |
generate_button = gr.Button("Generate Completion") | |
append_button = gr.Button("Append Completion to Prompt") | |
clear_button = gr.Button("Clear All Fields") | |
output_text = gr.Textbox(label="Generated Completion", lines=10) | |
generate_button.click( | |
generate_completion, | |
inputs=[api_key_input, model_input, prompt_input, temperature_slider, repetition_penalty_slider, stop_phrase_input, max_tokens_slider], | |
outputs=output_text | |
) | |
append_button.click( | |
append_completion, | |
inputs=[prompt_input, output_text], | |
outputs=[prompt_input, output_text] | |
) | |
clear_button.click( | |
clear_fields, | |
outputs=[prompt_input, output_text] | |
) | |
iface.launch(share=True) | |