from flask import Flask, request, jsonify import requests import random import string app = Flask(__name__) # ------------------------------------------------------------------- # Global variables to hold workspace and bot IDs across requests # ------------------------------------------------------------------- GLOBAL_WORKSPACE_ID = "wkspace_01JGP4VPC08MHPJ3HNM51W6SPC" GLOBAL_BOT_ID = "80a2fefa-1ec9-418c-852e-ca0347ad38c6" # ------------------------------------------------------------------- # Helper functions for random bot/workspace names # ------------------------------------------------------------------- def generate_random_name(length=5): return ''.join(random.choices(string.ascii_letters, k=length)) # ------------------------------------------------------------------- # Functions to create/delete workspaces and bots # ------------------------------------------------------------------- def create_workspace(): ws_url = "https://api.botpress.cloud/v1/admin/workspaces" headers = { "User-Agent": "Mozilla/5.0", # Replace with your valid cookie below "cookie": "pscd=try.botpress.com; 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_ga_PCC6TBWJY6=GS1.1.1735934403.5.1.1735935221.0.0.0; _gat_UA-226900660-1=1; _gat_UA-226900660-2=1; _ga=GA1.1.1726154447.1735718383; _ga_HKHSWES9V9=GS1.1.1735934403.5.1.1735935221.52.0.515702806; __hssc=59821234.3.1735934407019; _ga_W6YT9YSNLH=GS1.2.1735934407.4.1.1735935225.0.0.0; _ga_CYSS87Q508=GS1.2.1735934408.4.1.1735935225.0.0.0; intercom-session-bjzkw2xf=Q05WOFFxaklPdWhSKzhmKy8ySHNlSEpZYmlEcWNodElvUnFma3dEY0g2dWFoM2g4Rk9MUlRQTXFXZXRESE5uRi0tbU5BejBPN2hnODVTQ1Q2V21ZK0hqdz09--5dd3015c5505a16c03758693d6baa30a8045cc82" } payload = {"name": generate_random_name()} response = requests.post(ws_url, headers=headers, json=payload) if response.status_code == 200: response_json = response.json() return response_json.get('id') else: print(f"Workspace creation failed with: {response.status_code}, {response.text}") return None def create_bot(workspace_id): bot_url = "https://api.botpress.cloud/v1/admin/bots" headers = { "User-Agent": "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/131.0.0.0 Safari/537.36", "x-workspace-id": workspace_id, # Replace with your valid cookie below "cookie": "pscd=try.botpress.com; 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_gid=GA1.2.2032466231.1735876345; mp_1195923e954ce61d822842b5832047cd_mixpanel=%7B%22distinct_id%22%3A%20%22anonymous%22%2C%22%24device_id%22%3A%20%22anonymous%22%2C%22%24initial_referrer%22%3A%20%22https%3A%2F%2Fapp.botpress.cloud%2F%22%2C%22%24initial_referring_domain%22%3A%20%22app.botpress.cloud%22%2C%22__mps%22%3A%20%7B%7D%2C%22__mpso%22%3A%20%7B%22%24initial_referrer%22%3A%20%22https%3A%2F%2Fapp.botpress.cloud%2F%22%2C%22%24initial_referring_domain%22%3A%20%22app.botpress.cloud%22%7D%2C%22__mpus%22%3A%20%7B%7D%2C%22__mpa%22%3A%20%7B%7D%2C%22__mpu%22%3A%20%7B%7D%2C%22__mpr%22%3A%20%5B%5D%2C%22__mpap%22%3A%20%5B%5D%7D; ajs_user_id=d403ad7b-ea73-4d29-b977-5fd95afd585c; ajs_anonymous_id=cda6139d-cb82-4906-bfac-adaea115b097; _hjSession_2931810=eyJpZCI6IjM1NDk2MWNkLTg5MDgtNDYzNC1iODg1LTYwMDFhNThhZTZmZSIsImMiOjE3MzU5MzQ0MDEwMDcsInMiOjAsInIiOjAsInNiIjowLCJzciI6MCwic2UiOjAsImZzIjowLCJzcCI6MH0=; __hstc=59821234.75739411a4d011b2164c4f3d944ecb94.1735718442141.1735876348035.1735934407019.3; __hssrc=1; 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Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/131.0.0.0 Safari/537.36", "x-workspace-id": workspace_id, # Replace with your valid cookie below "cookie": "pscd=try.botpress.com; _gcl_au=1.1.2059955793.1735718381; csrf_token_bd9ac21c34b9f0915e733c3e5305d737d0722c1168be7376b889426b5ec2a298=jodj27LFWsi2+szyWXyyeB9kSLWs8KK+JXM6e0HYjk4=; ory_kratos_session=MTczNTY3NTI2MHx5WlZxQnRHZzgwTHlWYzdDemF6aWFuSk4tOXA2eThZS0FZXy1XSnZyZzBWX3EwRVRBUU1hM2E1Mi1RdG9Da0RhYXVWODctQUk0dUlIVFhaZkl1OUpYdmViOGc0RmVRcEtacFhNeG5HYW9kSDNnMlVsbFVQZjdnQmJrUjV2MzJmLWs2Vmh2YnZ4bGl5ZmhGcF9lVkNxSFBIOWN0dS1Pd3MwR2NidzdLOGpwQVZZS3kzRlF4cU1uOHVVSXNoVnhQaXRCRzlkMHlzaWJNRnlVWkp6MnNrMWwwSWtaZGxNc2JONlRMZ3RTaW5XbzI3X1VGb0daNFhVWC1FakR0aWhNTG5EZDc0cGlCc3NtMUVpdGJPZ2hCV3RIQT09fI4khQhSXNtG4vpJU2FiOKNw13-i91YryQW4fmXKuaRU; _hjSessionUser_2931810=eyJpZCI6ImQ2MGMzYjhkLTlkMjQtNTA0OS1hMzlmLWEzNmI0NzA0NzUxNCIsImNyZWF0ZWQiOjE3MzU3MTg0MDcwNTAsImV4aXN0aW5nIjp0cnVlfQ==; hubspotutk=75739411a4d011b2164c4f3d944ecb94; intercom-device-id-bjzkw2xf=afd0a36b-b229-44e3-828e-60483c80c10c; 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_ga_PCC6TBWJY6=GS1.1.1735934403.5.1.1735935221.0.0.0; _gat_UA-226900660-1=1; _gat_UA-226900660-2=1; _ga=GA1.1.1726154447.1735718383; _ga_HKHSWES9V9=GS1.1.1735934403.5.1.1735935221.52.0.515702806; __hssc=59821234.3.1735934407019; _ga_W6YT9YSNLH=GS1.2.1735934407.4.1.1735935225.0.0.0; _ga_CYSS87Q508=GS1.2.1735934408.4.1.1735935225.0.0.0; intercom-session-bjzkw2xf=Q05WOFFxaklPdWhSKzhmKy8ySHNlSEpZYmlEcWNodElvUnFma3dEY0g2dWFoM2g4Rk9MUlRQTXFXZXRESE5uRi0tbU5BejBPN2hnODVTQ1Q2V21ZK0hqdz09--5dd3015c5505a16c03758693d6baa30a8045cc82" } return requests.delete(url, headers=headers) # ------------------------------------------------------------------- # Main function that calls the Botpress GPT-4 endpoint # ------------------------------------------------------------------- def chat_with_assistant(user_input, chat_history, bot_id, workspace_id): """ Sends the user input and chat history to the Botpress GPT-4 endpoint, returns the assistant's response and (possibly updated) bot/workspace IDs. """ # Prepare the headers headers = { "User-Agent": "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/131.0.0.0 Safari/537.36", "x-bot-id": bot_id, # existing bot ID (could be None on first try) "Content-Type": "application/json", # Replace with your valid cookie below "Cookie": "pscd=try.botpress.com; _gcl_au=1.1.2059955793.1735718381; csrf_token_bd9ac21c34b9f0915e733c3e5305d737d0722c1168be7376b889426b5ec2a298=jodj27LFWsi2+szyWXyyeB9kSLWs8KK+JXM6e0HYjk4=; ory_kratos_session=MTczNTY3NTI2MHx5WlZxQnRHZzgwTHlWYzdDemF6aWFuSk4tOXA2eThZS0FZXy1XSnZyZzBWX3EwRVRBUU1hM2E1Mi1RdG9Da0RhYXVWODctQUk0dUlIVFhaZkl1OUpYdmViOGc0RmVRcEtacFhNeG5HYW9kSDNnMlVsbFVQZjdnQmJrUjV2MzJmLWs2Vmh2YnZ4bGl5ZmhGcF9lVkNxSFBIOWN0dS1Pd3MwR2NidzdLOGpwQVZZS3kzRlF4cU1uOHVVSXNoVnhQaXRCRzlkMHlzaWJNRnlVWkp6MnNrMWwwSWtaZGxNc2JONlRMZ3RTaW5XbzI3X1VGb0daNFhVWC1FakR0aWhNTG5EZDc0cGlCc3NtMUVpdGJPZ2hCV3RIQT09fI4khQhSXNtG4vpJU2FiOKNw13-i91YryQW4fmXKuaRU; _hjSessionUser_2931810=eyJpZCI6ImQ2MGMzYjhkLTlkMjQtNTA0OS1hMzlmLWEzNmI0NzA0NzUxNCIsImNyZWF0ZWQiOjE3MzU3MTg0MDcwNTAsImV4aXN0aW5nIjp0cnVlfQ==; 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__hstc=59821234.75739411a4d011b2164c4f3d944ecb94.1735718442141.1735876348035.1735934407019.3; __hssrc=1; _ga_PCC6TBWJY6=GS1.1.1735934403.5.1.1735935221.0.0.0; _gat_UA-226900660-1=1; _gat_UA-226900660-2=1; _ga=GA1.1.1726154447.1735718383; _ga_HKHSWES9V9=GS1.1.1735934403.5.1.1735935221.52.0.515702806; __hssc=59821234.3.1735934407019; _ga_W6YT9YSNLH=GS1.2.1735934407.4.1.1735935225.0.0.0; _ga_CYSS87Q508=GS1.2.1735934408.4.1.1735935225.0.0.0; intercom-session-bjzkw2xf=Q05WOFFxaklPdWhSKzhmKy8ySHNlSEpZYmlEcWNodElvUnFma3dEY0g2dWFoM2g4Rk9MUlRQTXFXZXRESE5uRi0tbU5BejBPN2hnODVTQ1Q2V21ZK0hqdz09--5dd3015c5505a16c03758693d6baa30a8045cc82" } # Prepare the payload payload = { "prompt": { "messages": chat_history, # from user request "model": "gpt-4o", "temperature": 0.75, "signatureVersion": "Jan-2024" }, "variables": { "TASK_INPUT": "" }, "options": { "origin": "cards/ai-task" }, "origin": "cards/ai-task" } botpress_url = "https://api.botpress.cloud/v1/cognitive/chat-gpt/query" # Attempt to send the request try: response = requests.post(botpress_url, json=payload, headers=headers) # If successful (200) if response.status_code == 200: data = response.json() assistant_content = data.get('choices', [{}])[0].get('message', {}).get('content', '') return assistant_content, bot_id, workspace_id # If we get a 403, it could be because the bot/workspace IDs are invalid/expired elif response.status_code == 403: raise Exception("Invalid or expired bot ID.") # Other errors else: return f"Error {response.status_code}: {response.text}", bot_id, workspace_id except Exception as e: # If invalid/expired bot, create new workspace/bot and retry if "Invalid or expired bot ID" in str(e): # Attempt to delete old IDs if they exist if bot_id and workspace_id: delete_bot(bot_id, workspace_id) delete_workspace(workspace_id) # Create fresh IDs new_workspace = create_workspace() new_bot = create_bot(new_workspace) if not new_workspace or not new_bot: return "Failed to regenerate workspace or bot IDs.", None, None # Update headers with the new bot ID headers["x-bot-id"] = new_bot # Retry retry_response = requests.post(botpress_url, json=payload, headers=headers) if retry_response.status_code == 200: data = retry_response.json() assistant_content = data.get('choices', [{}])[0].get('message', {}).get('content', '') return assistant_content, new_bot, new_workspace else: return f"Error {retry_response.status_code}: {retry_response.text}", new_bot, new_workspace else: # Other exceptions return f"Unexpected error: {str(e)}", bot_id, workspace_id # ------------------------------------------------------------------- # Flask Endpoint # ------------------------------------------------------------------- @app.route("/chat", methods=["POST"]) def chat_endpoint(): """ Expects JSON with: { "user_input": "string", "chat_history": [ {"role": "system", "content": "..."}, {"role": "user", "content": "..."}, ... ] } Returns JSON with: { "assistant_response": "string" } """ global GLOBAL_WORKSPACE_ID, GLOBAL_BOT_ID # Parse JSON from request data = request.get_json(force=True) user_input = data.get("user_input", "") chat_history = data.get("chat_history", []) # If we don't yet have a workspace or bot, create them if not GLOBAL_WORKSPACE_ID or not GLOBAL_BOT_ID: GLOBAL_WORKSPACE_ID = create_workspace() GLOBAL_BOT_ID = create_bot(GLOBAL_WORKSPACE_ID) # If creation failed if not GLOBAL_WORKSPACE_ID or not GLOBAL_BOT_ID: return jsonify({"assistant_response": "Could not create workspace or bot."}), 500 # Call our function that interacts with Botpress GPT-4 assistant_response, updated_bot_id, updated_workspace_id = chat_with_assistant( user_input, chat_history, GLOBAL_BOT_ID, GLOBAL_WORKSPACE_ID ) # Update global IDs if they changed GLOBAL_BOT_ID = updated_bot_id GLOBAL_WORKSPACE_ID = updated_workspace_id return jsonify({"assistant_response": assistant_response}) # ------------------------------------------------------------------- # Run the Flask app (example) # ------------------------------------------------------------------- if __name__ == "__main__": app.run(host="0.0.0.0", port=7860, debug=True)