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| import gradio as gr | |
| from gradio.components import Textbox | |
| import requests | |
| import json | |
| import time | |
| MAX_QUESTIONS_COUNT = 25 | |
| MAX_TAGS_COUNT = 5 | |
| MAX_ATTEMPS = 3 | |
| WAIT_TIME = 3 | |
| CHATGPT_URL = "https://free.churchless.tech/v1/chat/completions" | |
| def get_answer(question): | |
| headers = { | |
| "Content-Type": "application/json; charset=utf-8" | |
| } | |
| payload = { | |
| "model": "gpt-3.5-turbo", | |
| "messages": [{ | |
| "role": "user", | |
| "content": question | |
| }] | |
| } | |
| try: | |
| response = requests.post(CHATGPT_URL, headers=headers, data=json.dumps(payload)) | |
| response.raise_for_status() | |
| content = response.json()['choices'][0]['message']['content'] | |
| return { | |
| 'status': True, | |
| 'content': content | |
| } | |
| except: | |
| return { | |
| 'status': False | |
| } | |
| def format_results(results): | |
| output = "" | |
| for i, (question, answer) in enumerate(results): | |
| output += f"Question №{i+1}: {question}\n" | |
| output += f"Answer: {answer}\n" | |
| if i < len(results) - 1: | |
| output += "--------------------------------------\n\n" | |
| output = output.strip() | |
| return output | |
| def find_answers(tags, questions): | |
| tags = tags.split('\n') | |
| questions = questions.split('\n') | |
| if len(tags) == 0: | |
| raise gr.Error("Validation error. It is necessary to set at least one tag") | |
| if len(tags) > MAX_TAGS_COUNT: | |
| raise gr.Error(f"Validation error. The maximum allowed number of tags is {MAX_TAGS_COUNT}.") | |
| if len(questions) == 0: | |
| raise gr.Error("Validation error. It is necessary to ask at least one question") | |
| if len(questions) > MAX_QUESTIONS_COUNT: | |
| raise gr.Error(f"Validation error. The maximum allowed number of questions is {MAX_QUESTIONS_COUNT}.") | |
| configured_tags = ['[' + tag + ']' for tag in tags] | |
| results = [] | |
| for question in questions: | |
| tagged_question = ''.join(configured_tags) + ' ' + question | |
| attempt = 0 | |
| while attempt < MAX_ATTEMPS: | |
| answer = get_answer(tagged_question) | |
| if answer['status']: | |
| results.append((question, answer['content'])) | |
| break | |
| else: | |
| attempt += 1 | |
| if attempt == MAX_ATTEMPS: | |
| results.append((question, 'An error occurred while receiving data.')) | |
| else: | |
| time.sleep(WAIT_TIME) | |
| continue | |
| return format_results(results) | |
| inputs = [ | |
| Textbox(label="Enter tags (each line is a separate tag). Maximum: 5.", lines=5), | |
| Textbox(label="Enter questions (each line is a separate question). Maximum 25.", lines=25) | |
| ] | |
| outputs = [ | |
| Textbox(label="Answers") | |
| ] | |
| title = 'AnswerMate' | |
| description = 'The service allows you to get answers to all questions on the specified topic.' | |
| gradio_interface = gr.Interface( | |
| theme='soft', | |
| title=title, | |
| description=description, | |
| fn=find_answers, | |
| inputs=inputs, | |
| outputs=outputs) | |
| gradio_interface.launch() |