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.vscode/ | ||
__pycache__/ | ||
.termdbms/ |
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# flask-gpt | ||
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ChatGPT Web UI implemented with Flask, HTML, Javascript and CSS. | ||
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Fill in your own API to use. | ||
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## Installation | ||
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See [install.md](install.md) for installation instructions. | ||
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## Implementation | ||
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Frontend: HTML, CSS, and Javascript to receive user messages and send them to the backend. | ||
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Backend: Python Flask to receive messages from the frontend and call the API. | ||
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Search: Free DuckDuckGo search API to search for information. You can set `DUCK_PROXY` environment variable to use a proxy for DuckDuckGo. | ||
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All chat data is stored in an SQL database, with UUIDs stored in cookies. | ||
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We will not use your data for any purpose other than to provide the service. The SQL database will never be viewed by anyone other than the program. | ||
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The log of the python program will hide all personal information. The only thing that will be shown in the log is the web requests. | ||
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## Branches | ||
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[Main branch](https://github.com/Davidasx/flask-gpt/tree/main): Latest tested stable version, with the most stable features and good experience. | ||
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[Dev branch](https://github.com/Davidasx/flask-gpt/tree/dev): Latest features, may be unstable. Several features may be incomplete. | ||
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## Demo site (low performance, Dev branch) | ||
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[http://chat.davidx.us.kg/](http://chat.davidx.us.kg/) |
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from flask import Flask, send_from_directory, request, jsonify, Response | ||
import os | ||
from openai import OpenAI | ||
import json | ||
import logging | ||
from duckduckgo_search import DDGS | ||
import time | ||
import os | ||
from database import init_db, get_chat_log, save_chat_log, delete_chat_log, db, ChatLog | ||
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class SensitiveInfoFilter(logging.Filter): | ||
def filter(self, record): | ||
message = record.getMessage() | ||
if 'GET' in message or 'POST' in message: | ||
parts = message.split(' ') | ||
for i, part in enumerate(parts): | ||
if part.startswith('/'): | ||
url = part | ||
if '?' in url: | ||
url = url.split('?')[0] | ||
parts[i] = url | ||
record.msg = ' '.join(parts) | ||
record.args = () # Clear args to avoid formatting errors | ||
return True | ||
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app = Flask(__name__) | ||
init_db(app) | ||
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pre_prompt = [] | ||
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def load_prompt(file_path): | ||
global pre_prompt | ||
with open(file_path, 'r', encoding='utf-8') as file: | ||
lines = file.readlines() | ||
content = ''.join(line.strip() for line in lines) | ||
pre_prompt.append({"role": "system", "content": content}) | ||
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def load_all_prompts(directory): | ||
for filename in os.listdir(directory): | ||
filepath = os.path.join(directory, filename) | ||
if os.path.isfile(filepath): | ||
load_prompt(filepath) | ||
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load_all_prompts('prompts') | ||
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class ChatBot: | ||
def __init__(self, api_key, base_url, model, messages): | ||
self.client = OpenAI(api_key=api_key, base_url=base_url) | ||
self.model = model | ||
self.messages = messages | ||
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def reply(self): | ||
try: | ||
completion = self.client.chat.completions.create( | ||
model=self.model, | ||
messages=self.messages, | ||
stream=True # Enable streaming output | ||
) | ||
except: | ||
return None | ||
return completion | ||
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@app.route('/') | ||
def index(): | ||
return send_from_directory('.', 'index.html') | ||
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@app.route('/chat', methods=['POST', 'GET']) | ||
def chat(): | ||
user_id = request.args.get('user_id') | ||
api_key = request.args.get('api_key') | ||
base_url = request.args.get('base_url') | ||
hidden = request.args.get('hidden', 'false').lower() == 'true' | ||
time_param = request.args.get('time') | ||
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if request.method == 'POST': | ||
data = request.get_json() | ||
message = data.get('message') | ||
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if not user_id: | ||
return jsonify({'status': 'error', 'message': 'Missing user_id'}), 400 | ||
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if not api_key or not base_url: | ||
return jsonify({'status': 'error', 'message': 'Missing required parameters'}), 400 | ||
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chat_log_entry = get_chat_log(user_id) | ||
if not chat_log_entry: | ||
chat_log_entry = ChatLog(user_id=user_id, chat_log=json.dumps([])) | ||
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chat_log = json.loads(chat_log_entry.chat_log) | ||
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chat_log.append({'role': 'user', 'content': message}) | ||
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save_chat_log(user_id, chat_log) | ||
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return jsonify({'status': 'success', 'message': 'Message sent to bot'}), 200 | ||
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elif request.method == 'GET': | ||
chat_log_entry = get_chat_log(user_id) | ||
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if not chat_log_entry: | ||
return jsonify({'status': 'error', 'message': 'No chat log found for user'}), 404 | ||
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chat_log = json.loads(chat_log_entry.chat_log) | ||
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if "HTTP_PROXY" in os.environ: | ||
os.environ["ALL_PROXY"] = os.environ["HTTPS_PROXY"] | ||
os.environ["all_proxy"] = os.environ["https_proxy"] | ||
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model = "gpt-4o" | ||
order = [0, 1] | ||
if time_param: | ||
timedate=f"{time_param[:4]}-{time_param[4:6]}-{time_param[6:8]} {time_param[8:10]}:{time_param[10:12]}" | ||
else: | ||
timedate = time.strftime("%Y-%m-%d %H:%M") | ||
timeprompt={"role":"system","content":"The current datetime is \ | ||
"+ timedate + ". Use this information as if you can access the real \ | ||
datetime. Note that as the time can change, always use the time in \ | ||
this message as the current time. Do not use the time from any other \ | ||
messages because they can be outdated."} | ||
full_log = pre_prompt + [timeprompt] + chat_log | ||
bot = ChatBot(api_key=api_key, base_url=base_url, model=model, messages=full_log) | ||
if hidden: | ||
original_chat_log = chat_log[:-1] | ||
save_chat_log(user_id, original_chat_log) | ||
completion = bot.reply() | ||
if completion is None: | ||
return jsonify({'status': 'error', 'message': 'Bot response error'}), 404 | ||
def generate(): | ||
for chunk in completion: | ||
if not chunk.choices: | ||
continue | ||
if chunk.choices[0].delta.content is None: | ||
break | ||
yield f"data: {json.dumps({'content': str(chunk.choices[0].delta.content), 'end': False})}\n\n" | ||
yield f"data: {json.dumps({'content': '', 'end': True})}\n\n" | ||
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return Response(generate(), content_type='text/event-stream') | ||
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@app.route('/clear_memory', methods=['POST']) | ||
def clear_memory(): | ||
try: | ||
user_id = request.args.get('user_id') | ||
if not user_id: | ||
return jsonify({'status': 'error', 'message': 'User ID is required'}), 400 | ||
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num_rows_deleted = delete_chat_log(user_id) | ||
return jsonify({'status': 'success', 'message': f'{num_rows_deleted} records deleted for user {user_id}'}), 200 | ||
except Exception as e: | ||
db.session.rollback() | ||
return jsonify({'status': 'error', 'message': str(e)}), 500 | ||
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@app.route('/bot_message', methods=['POST']) | ||
def bot(): | ||
try: | ||
user_id=request.args.get('user_id') | ||
data = request.get_json() | ||
message = data.get('message') | ||
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if not user_id: | ||
return jsonify({'status': 'error', 'message': 'Missing user_id'}), 400 | ||
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chat_log_entry = get_chat_log(user_id) | ||
if not chat_log_entry: | ||
return jsonify({'status': 'error', 'message': 'No chat log found for user'}), 404 | ||
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chat_log = json.loads(chat_log_entry.chat_log) | ||
chat_log.append({'role': 'assistant', 'content': message}) | ||
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save_chat_log(user_id, chat_log) | ||
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return jsonify({'status': 'success', 'message': 'Bot message saved'}), 200 | ||
except Exception as e: | ||
return jsonify({'status': 'error', 'message': str(e)}), 500 | ||
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@app.route('/sync_messages', methods=['GET']) | ||
def sync_messages(): | ||
try: | ||
user_id = request.args.get('user_id') | ||
if not user_id: | ||
return jsonify({'status': 'error', 'message': 'Missing user_id'}), 400 | ||
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chat_log_entry = get_chat_log(user_id) | ||
if not chat_log_entry: | ||
return jsonify({'status': 'error', 'message': 'No chat log found for user'}), 404 | ||
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chat_log = json.loads(chat_log_entry.chat_log) | ||
return jsonify({'status': 'success', 'messages': chat_log}), 200 | ||
except Exception as e: | ||
return jsonify({'status': 'error', 'message': str(e)}), 500 | ||
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@app.route('/delete_message', methods=['POST']) | ||
def delete_message(): | ||
try: | ||
user_id = request.args.get('user_id') | ||
if not user_id: | ||
return jsonify({'status': 'error', 'message': 'Missing user_id'}), 400 | ||
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chat_log_entry = get_chat_log(user_id) | ||
if not chat_log_entry: | ||
return jsonify({'status': 'error', 'message': 'No chat log found for user'}), 404 | ||
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chat_log = json.loads(chat_log_entry.chat_log) | ||
if not chat_log: | ||
return jsonify({'status': 'error', 'message': 'Chat log is empty'}), 400 | ||
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chat_log.pop() # Remove the last message | ||
save_chat_log(user_id, chat_log) | ||
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return jsonify({'status': 'success', 'message': 'Last message deleted'}), 200 | ||
except Exception as e: | ||
db.session.rollback() | ||
return jsonify({'status': 'error', 'message': str(e)}), 500 | ||
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@app.route('/validate_uuid', methods=['GET']) | ||
def validate_uuid(): | ||
user_id = request.args.get('user_id') | ||
if not user_id: | ||
return jsonify({'status': 'error', 'message': 'Missing user_id'}), 400 | ||
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chat_log_entry = get_chat_log(user_id) | ||
if chat_log_entry: | ||
return jsonify({'status': 'success', 'message': 'UUID is valid'}), 200 | ||
else: | ||
return jsonify({'status': 'error', 'message': 'UUID not found'}), 404 | ||
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@app.route('/search_chat', methods=['POST']) | ||
def search_chat(): | ||
data = request.get_json() | ||
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if not data or 'message' not in data or 'prompt' not in data: | ||
return jsonify({'status': 'error', 'message': 'Missing Data'}), 400 | ||
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prompts = data.get('prompt') | ||
prompts = prompts.split('\n') | ||
prompts = [prompt[4:] for prompt in prompts] | ||
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concats = [] | ||
for i in range(0, len(prompts)): | ||
prompt=prompts[i] | ||
if "DUCK_PROXY" in os.environ: | ||
duck=DDGS(proxy=os.environ["DUCK_PROXY"]) | ||
else: | ||
duck=DDGS() | ||
results = duck.text(prompt, max_results=10) | ||
bodies = [result['body'] for result in results] | ||
titles = [result['title'] for result in results] | ||
concat = ''.join(f"{id} -- {title}:{body}\n\n" for id, title, body in zip(range(1, len(bodies)+1), titles, bodies)) | ||
concat= "Search query " + prompt + ":\n\n" + concat | ||
concats.append(concat) | ||
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full= '\n\n'.join(concats) | ||
full_escaped = full.replace('"', '\\"') | ||
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answer = ( | ||
"This is a system message sent in the user's name. " | ||
"The user's last message requires internet search. " | ||
"The system has searched and got the following results. " | ||
"Answer the user's message with the searched information: " | ||
f"{full_escaped} Please do not reply to this message " | ||
"but to the previous message by the user. Reply in the" | ||
"user's language." | ||
) | ||
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return jsonify({'status': 'success','answer': answer}), 200 | ||
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if __name__ == '__main__': | ||
log = logging.getLogger('werkzeug') | ||
log.addFilter(SensitiveInfoFilter()) | ||
app.run(host="0.0.0.0", port=7788) |
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## Current Version: | ||
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[![](https://img.shields.io/badge/Dev-3.2.3-blue)](https://github.com/Davidasx/flask-gpt/tree/dev) | ||
[![](https://img.shields.io/badge/Main-3.2.3-red)](https://github.com/Davidasx/flask-gpt/tree/main) | ||
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## Update Log (only after 3.1.0): | ||
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### 3.2.3 | ||
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#### [![](https://img.shields.io/badge/Dev/Main-20241028-purple)](https://github.com/Davidasx/flask-gpt/) | ||
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Merged with main branch. Tested OK. | ||
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Fixed bug when searching. Previously, all searches will fail after a single failed search. | ||
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### 3.2.2 | ||
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#### ![](https://img.shields.io/badge/Dev-20241028-blue) | ||
Broke system prompts into separate files. You can edit them yourself to customize the chatbot. | ||
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### 3.2.1 | ||
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#### ![](https://img.shields.io/badge/Dev-20241028-blue) | ||
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Improved language support and local time support. | ||
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Now the chatbot will tell you the local time, not the UTC time! | ||
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### 3.2.0 | ||
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#### ![](https://img.shields.io/badge/Dev-20241028-blue) | ||
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Added multiple languages. Improved system prompt. | ||
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### 3.1.2 | ||
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#### ![](https://img.shields.io/badge/Dev/Main-20241028-purple) | ||
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Fixed system message hiding bug. Fixed system prompt. | ||
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### 3.1.1 | ||
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#### ![](https://img.shields.io/badge/Dev/Main-20241027-purple) | ||
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Added timedate support. | ||
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### 3.1.0 | ||
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#### ![](https://img.shields.io/badge/Dev/Main-20241027-purple) | ||
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Fixes search feature. Now you can set `DUCK_PROXY` environment variable to use proxy for DuckDuckGo. | ||
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Set default language to English to allow for international users. | ||
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Will add more languages soon. |
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