From f5be6f2a8c4a1c6065bfbd47781c96dabaef2af3 Mon Sep 17 00:00:00 2001 From: guolei666 <1359677949@qq.com> Date: Sun, 28 Sep 2025 14:52:14 +0800 Subject: [PATCH 1/8] Create .keep --- summer-ospp/bankagent/.keep | 1 + 1 file changed, 1 insertion(+) create mode 100644 summer-ospp/bankagent/.keep diff --git a/summer-ospp/bankagent/.keep b/summer-ospp/bankagent/.keep new file mode 100644 index 00000000..8b137891 --- /dev/null +++ b/summer-ospp/bankagent/.keep @@ -0,0 +1 @@ + From 9f999c1aa9853d78f82de33794e5470b5a8cbca7 Mon Sep 17 00:00:00 2001 From: guolei666 <1359677949@qq.com> Date: Sun, 28 Sep 2025 15:12:41 +0800 Subject: [PATCH 2/8] Add files via upload --- # dify_integration.py | 26 + # generate_test_data.py | 37 + # test_asr.py | 39 + account_manager.py | 46 + accounts.json | 322 ++++ app.py | 48 + asr.py | 5 + bank_users.json | 3622 +++++++++++++++++++++++++++++++++++++++ bank_users_en.json | 3322 +++++++++++++++++++++++++++++++++++ huaweicloud_sis.py | 102 ++ recommend.py | 62 + requirements.txt | 6 + test_encoding.py | 168 ++ test_english_tts.py | 64 + tickets.json | 24 + tts.py | 9 + user_profiles.json | 804 +++++++++ utils_audio.py | 57 + 18 files changed, 8763 insertions(+) create mode 100644 # dify_integration.py create mode 100644 # generate_test_data.py create mode 100644 # test_asr.py create mode 100644 account_manager.py create mode 100644 accounts.json create mode 100644 app.py create mode 100644 asr.py create mode 100644 bank_users.json create mode 100644 bank_users_en.json create mode 100644 huaweicloud_sis.py create mode 100644 recommend.py create mode 100644 requirements.txt create mode 100644 test_encoding.py create mode 100644 test_english_tts.py create mode 100644 tickets.json create mode 100644 tts.py create mode 100644 user_profiles.json create mode 100644 utils_audio.py diff --git a/# dify_integration.py b/# dify_integration.py new file mode 100644 index 00000000..327ae5f5 --- /dev/null +++ b/# dify_integration.py @@ -0,0 +1,26 @@ +# dify_integration.py +from account_manager import AccountManager + +account_manager = AccountManager() + +def authenticate_user(username, password): + """用于Dify认证的API端点""" + account = account_manager.authenticate(username, password) + if account: + return { + "success": True, + "user_id": account['user_id'], + "account_type": account['account_type'] + } + return {"success": False, "message": "Invalid credentials"} + +def get_account_info(user_id): + """获取账户信息供智能体使用""" + account = account_manager.get_account(user_id) + if account: + return { + "balance": account['account_balance'], + "phone": account['phone'], + "transactions": account['transactions'] + } + return None \ No newline at end of file diff --git a/# generate_test_data.py b/# generate_test_data.py new file mode 100644 index 00000000..395490d9 --- /dev/null +++ b/# generate_test_data.py @@ -0,0 +1,37 @@ +# generate_test_data.py +import json +import random +import hashlib +from datetime import datetime, timedelta + +def generate_accounts(num=10): + accounts = [] + for i in range(1, num+1): + user_id = f"100{i:02d}" + accounts.append({ + "user_id": user_id, + "username": f"customer{i}", + "password": hashlib.sha256(f"Password123!{i}".encode()).hexdigest(), + "phone": f"13800138{random.randint(100,999)}", + "account_type": random.choice(["personal", "business"]), + "account_balance": round(random.uniform(1000, 1000000), 2), + "last_login": (datetime.utcnow() - timedelta(days=random.randint(0,30))).isoformat() + 'Z', + "transactions": generate_transactions() + }) + return accounts + +def generate_transactions(max_txns=5): + txns = [] + for i in range(random.randint(1, max_txns)): + txns.append({ + "id": f"txn{random.randint(1000,9999)}", + "date": (datetime.utcnow() - timedelta(days=random.randint(1,90))).strftime("%Y-%m-%d"), + "amount": round(random.uniform(10, 10000), 2), + "type": random.choice(["deposit", "withdrawal", "transfer"]) + }) + return txns + +if __name__ == "__main__": + accounts = generate_accounts() + with open('bank_users.json', 'w') as f: + json.dump(accounts, f, indent=2) \ No newline at end of file diff --git a/# test_asr.py b/# test_asr.py new file mode 100644 index 00000000..4fd28b10 --- /dev/null +++ b/# test_asr.py @@ -0,0 +1,39 @@ +# test_asr.py +import requests +import os + +def test_asr(): + """测试ASR功能""" + print("测试语音识别功能...") + + # 你可以录制一个英文语音文件来测试，或者使用现有的 + test_audio_file = "E:\guolei\Documents\bank-user\tts_output\tts_1756829756_5376c557.wav" # 替换为你的测试文件 + + if not os.path.exists(test_audio_file): + print("请先创建一个测试音频文件") + return + + try: + with open(test_audio_file, 'rb') as f: + files = {'audio': (test_audio_file, f, 'audio/wav')} + data = {'language': 'en'} + + response = requests.post( + "http://127.0.0.1:8080/asr/transcribe", + files=files, + data=data, + timeout=30 + ) + + print(f"状态码: {response.status_code}") + if response.status_code == 200: + result = response.json() + print(f"识别结果: {result}") + else: + print(f"错误: {response.text}") + + except Exception as e: + print(f"测试失败: {e}") + +if __name__ == "__main__": + test_asr() \ No newline at end of file diff --git a/account_manager.py b/account_manager.py new file mode 100644 index 00000000..a22bdfdb --- /dev/null +++ b/account_manager.py @@ -0,0 +1,46 @@ +# account_manager.py +import json +import hashlib +from datetime import datetime + +class AccountManager: + def __init__(self, json_file='accounts.json'): + self.json_file = json_file + self.accounts = self._load_accounts() + + def _load_accounts(self): + try: + with open(self.json_file, 'r') as f: + return json.load(f) + except FileNotFoundError: + return [] + + def _save_accounts(self): + with open(self.json_file, 'w') as f: + json.dump(self.accounts, f, indent=2) + + def hash_password(self, password): + return hashlib.sha256(password.encode()).hexdigest() + + def authenticate(self, username, password): + hashed_pw = self.hash_password(password) + for account in self.accounts: + if account['username'] == username and account['password'] == hashed_pw: + account['last_login'] = datetime.utcnow().isoformat() + 'Z' + self._save_accounts() + return account + return None + + def get_account(self, user_id): + for account in self.accounts: + if account['user_id'] == user_id: + return account + return None + + def update_account(self, user_id, updates): + for i, account in enumerate(self.accounts): + if account['user_id'] == user_id: + self.accounts[i].update(updates) + self._save_accounts() + return True + return False \ No newline at end of file diff --git a/accounts.json b/accounts.json new file mode 100644 index 00000000..8734d176 --- /dev/null +++ b/accounts.json @@ -0,0 +1,322 @@ +[ + { + "user_id": "10001", + "username": "customer1", + "password": "8af81c3b9d9f5d902561a779e6d37decb9fc5858e004e32a6eb514a92f2d0bfb", + "phone": "13800138107", + "account_type": "personal", + "account_balance": 234217.46, + "last_login": "2025-07-02T07:41:43.780175Z", + "transactions": [ + { + "id": "txn6124", + "date": "2025-05-09", + "amount": 9249.67, + "type": "transfer" + }, + { + "id": "txn6358", + "date": "2025-07-10", + "amount": 4263.38, + "type": "withdrawal" + }, + { + "id": "txn3689", + "date": "2025-04-29", + "amount": 8558.66, + "type": "withdrawal" + } + ] + }, + { + "user_id": "10002", + "username": "customer2", + "password": "1d3f3605f8b5373d88e5e92593f990e2d23c336250b8cdc420f0ca7cbfa8c20d", + "phone": "13800138721", + "account_type": "business", + "account_balance": 829808.13, + "last_login": "2025-07-09T07:41:43.780175Z", + "transactions": [ + { + "id": "txn6753", + "date": "2025-06-14", + "amount": 3309.07, + "type": "transfer" + }, + { + "id": "txn4797", + "date": "2025-04-21", + "amount": 652.15, + "type": "withdrawal" + }, + { + "id": "txn6183", + "date": "2025-04-24", + "amount": 6334.77, + "type": "withdrawal" + }, + { + "id": "txn5757", + "date": "2025-06-23", + "amount": 5702.16, + "type": "deposit" + } + ] + }, + { + "user_id": "10003", + "username": "customer3", + "password": "597c9ccb46ebe29a6f8eb7f55f90533bd5943a87d50926fb3850667ad19dc3c2", + "phone": "13800138729", + "account_type": "personal", + "account_balance": 937734.06, + "last_login": "2025-07-05T07:41:43.780175Z", + "transactions": [ + { + "id": "txn7990", + "date": "2025-06-08", + "amount": 7627.04, + "type": "transfer" + }, + { + "id": "txn4376", + "date": "2025-07-13", + "amount": 8529.0, + "type": "transfer" + }, + { + "id": "txn1179", + "date": "2025-05-17", + "amount": 3738.13, + "type": "withdrawal" + }, + { + "id": "txn2730", + "date": "2025-05-14", + "amount": 1663.73, + "type": "withdrawal" + }, + { + "id": "txn1066", + "date": "2025-06-15", + "amount": 1387.96, + "type": "withdrawal" + } + ] + }, + { + "user_id": "10004", + "username": "customer4", + "password": "9ff49c3319cfe44e32ce0e45f2ac03e844ca0018752743b2d6aa787a96bce7c2", + "phone": "13800138525", + "account_type": "personal", + "account_balance": 945917.47, + "last_login": "2025-07-09T07:41:43.780175Z", + "transactions": [ + { + "id": "txn7714", + "date": "2025-06-13", + "amount": 4575.7, + "type": "withdrawal" + }, + { + "id": "txn8948", + "date": "2025-07-09", + "amount": 5732.32, + "type": "withdrawal" + }, + { + "id": "txn4681", + "date": "2025-05-01", + "amount": 438.3, + "type": "transfer" + } + ] + }, + { + "user_id": "10005", + "username": "customer5", + "password": "a4dd171ed8d6cd1a9cf49b7e1a6a950aafd3dd2dfc367bd9732ee1373d0045f3", + "phone": "13800138315", + "account_type": "business", + "account_balance": 103551.38, + "last_login": "2025-06-24T07:41:43.780175Z", + "transactions": [ + { + "id": "txn3169", + "date": "2025-05-05", + "amount": 762.05, + "type": "deposit" + }, + { + "id": "txn8725", + "date": "2025-06-10", + "amount": 538.61, + "type": "deposit" + }, + { + "id": "txn2751", + "date": "2025-05-09", + "amount": 7424.85, + "type": "transfer" + }, + { + "id": "txn5671", + "date": "2025-05-26", + "amount": 7941.67, + "type": "withdrawal" + }, + { + "id": "txn4290", + "date": "2025-07-06", + "amount": 6917.5, + "type": "deposit" + } + ] + }, + { + "user_id": "10006", + "username": "customer6", + "password": "450a792bdbc9296a1573ff332fe8cc3d5f99468322452208435f6a95669bf4a8", + "phone": "13800138616", + "account_type": "business", + "account_balance": 648550.25, + "last_login": "2025-06-22T07:41:43.780175Z", + "transactions": [ + { + "id": "txn2637", + "date": "2025-07-03", + "amount": 6977.04, + "type": "transfer" + }, + { + "id": "txn4553", + "date": "2025-05-16", + "amount": 6347.8, + "type": "deposit" + } + ] + }, + { + "user_id": "10007", + "username": "customer7", + "password": "2aa88297d3536a340855b0422df832b43b0a450f7cefe23a097e896199805894", + "phone": "13800138469", + "account_type": "personal", + "account_balance": 40888.19, + "last_login": "2025-06-18T07:41:43.780175Z", + "transactions": [ + { + "id": "txn6706", + "date": "2025-05-24", + "amount": 5094.16, + "type": "transfer" + }, + { + "id": "txn2052", + "date": "2025-04-29", + "amount": 996.17, + "type": "withdrawal" + }, + { + "id": "txn9779", + "date": "2025-04-29", + "amount": 4584.1, + "type": "deposit" + }, + { + "id": "txn9492", + "date": "2025-06-19", + "amount": 3696.52, + "type": "transfer" + }, + { + "id": "txn7805", + "date": "2025-04-27", + "amount": 7653.58, + "type": "deposit" + } + ] + }, + { + "user_id": "10008", + "username": "customer8", + "password": "835ffb581a477770a5d0fea900c54af3d55ef6d3cc972860cd1e16f70854d748", + "phone": "13800138750", + "account_type": "personal", + "account_balance": 877665.97, + "last_login": "2025-07-06T07:41:43.780175Z", + "transactions": [ + { + "id": "txn3723", + "date": "2025-05-14", + "amount": 9481.56, + "type": "withdrawal" + }, + { + "id": "txn7582", + "date": "2025-07-07", + "amount": 39.02, + "type": "deposit" + }, + { + "id": "txn5261", + "date": "2025-05-25", + "amount": 7928.78, + "type": "transfer" + } + ] + }, + { + "user_id": "10009", + "username": "customer9", + "password": "5070d27306c2b2e94641b05ed5ebb7f1d8f3f9f873647db64f002a54517ba6fe", + "phone": "13800138914", + "account_type": "personal", + "account_balance": 140305.3, + "last_login": "2025-07-13T07:41:43.780175Z", + "transactions": [ + { + "id": "txn9467", + "date": "2025-05-21", + "amount": 9388.58, + "type": "transfer" + }, + { + "id": "txn3819", + "date": "2025-07-10", + "amount": 6530.43, + "type": "deposit" + }, + { + "id": "txn4359", + "date": "2025-06-18", + "amount": 2497.94, + "type": "withdrawal" + } + ] + }, + { + "user_id": "10010", + "username": "customer10", + "password": "7aad492fabb3d0becf84256b5755573e69ad0ff48d02d1d1a08a1f8380e0d43f", + "phone": "13800138335", + "account_type": "business", + "account_balance": 531803.65, + "last_login": "2025-06-28T07:41:43.780175Z", + "transactions": [ + { + "id": "txn4425", + "date": "2025-05-22", + "amount": 5138.09, + "type": "deposit" + }, + { + "id": "txn4427", + "date": "2025-06-12", + "amount": 555.06, + "type": "transfer" + } + ] + } +] \ No newline at end of file diff --git a/app.py b/app.py new file mode 100644 index 00000000..a7277fd4 --- /dev/null +++ b/app.py @@ -0,0 +1,48 @@ +from fastapi import FastAPI, UploadFile, File, Header, HTTPException +from fastapi.responses import StreamingResponse, JSONResponse +import io +from utils_audio import ensure_wav16k_mono +from asr import asr_recognize_bytes +from tts import tts_wav_bytes, tts_wav_base64 + +# 固定 API Key，直接在代码里写死 +_API_KEY = "super_secret_12345" + +def _auth(x_api_key: str = Header(default=None, alias="X-API-Key")): + if x_api_key != _API_KEY: + raise HTTPException(status_code=401, detail="Unauthorized") + +app = FastAPI(title="Bank Agent ASR/TTS", version="0.1.0") + +@app.post("/asr") +async def asr_endpoint( + file: UploadFile = File(...), + x_api_key: str = Header(default=None, alias="X-API-Key") +): + _auth(x_api_key) + raw = await file.read() + wav16k = ensure_wav16k_mono(raw) + text = asr_recognize_bytes(wav16k) + return JSONResponse({"text": text}) + +@app.post("/tts/wav") +async def tts_wav_endpoint( + text: str, + x_api_key: str = Header(default=None, alias="X-API-Key") +): + _auth(x_api_key) + wav = tts_wav_bytes(text) + return StreamingResponse(io.BytesIO(wav), media_type="audio/wav") + +@app.post("/tts/base64") +async def tts_b64_endpoint( + text: str, + x_api_key: str = Header(default=None, alias="X-API-Key") +): + _auth(x_api_key) + b64 = tts_wav_base64(text) + return JSONResponse({"audio_base64": b64, "mime": "audio/wav"}) + +@app.get("/healthz") +def healthz(): + return {"ok": True} diff --git a/asr.py b/asr.py new file mode 100644 index 00000000..b107f2c2 --- /dev/null +++ b/asr.py @@ -0,0 +1,5 @@ +# asr.py +from huaweicloud_sis import asr_short_sentence_wav16k + +def asr_recognize_bytes(wav16k_bytes: bytes) -> str: + return asr_short_sentence_wav16k(wav16k_bytes, lang="en_us") diff --git a/bank_users.json b/bank_users.json new file mode 100644 index 00000000..f1224c5d --- /dev/null +++ b/bank_users.json @@ -0,0 +1,3622 @@ +{ + "userData": [ + { + "userId": "10001", + "username": "mark", + "password": "5f4dcc3b5aa765d61d8327deb882cf99", + "phoneNumber": "13035968176", + "accountType": "corporate", + "accountLevel": "gold", + "accountBalance": 203060.88, + "accountOpened": "2018-08-10", + "lastLogin": "2023-10-31T00:00:00Z", + "transactions": [ + { + "transactionId": "TXN202338285", + "timestamp": "2023-01-07 00:00:00", + "amount": -6025.95, + "type": "transfer", + "counterparty": "淘宝网", + "remark": "" + }, + { + "transactionId": "TXN202339552", + "timestamp": "2023-09-14 00:00:00", + "amount": 46045.46, + "type": "withdrawal", + "counterparty": "微信支付", + "remark": "还款" + }, + { + "transactionId": "TXN202341896", + "timestamp": "2023-05-20 00:00:00", + "amount": 11667.29, + "type": "purchase", + "counterparty": "", + "remark": "还款" + }, + { + "transactionId": "TXN202300841", + "timestamp": "2023-07-21 00:00:00", + "amount": -25074.88, + "type": "salary", + "counterparty": "美团外卖", + "remark": "" + }, + { + "transactionId": "TXN202393785", + "timestamp": "2023-06-17 00:00:00", + "amount": -7316.6, + "type": "purchase", + "counterparty": "京东商城", + "remark": "购物" + } + ], + "fullName": "mark", + "accountNumber": "ACCT-0001", + "ssnLast4": "8176" + }, + { + "userId": "10002", + "username": "xiulan", + "password": "5f4dcc3b5aa765d61d8327deb882cf99", + "phoneNumber": "13366108583", + "accountType": "corporate", + "accountLevel": "platinum", + "accountBalance": 547891.32, + "accountOpened": "2022-01-16", + "lastLogin": "2023-10-27T00:00:00Z", + "transactions": [], + "fullName": "xiulan", + "accountNumber": "ACCT-0002", + "ssnLast4": "8583" + }, + { + "userId": "10003", + "username": "gl", + "password": "5f4dcc3b5aa765d61d8327deb882cf99", + "phoneNumber": "13627358021", + "accountType": "corporate", + "accountLevel": "silver", + "accountBalance": 417162.23, + "accountOpened": "2021-08-21", + "lastLogin": "2023-10-24T00:00:00Z", + "transactions": [ + { + "transactionId": "TXN202370908", + "timestamp": "2023-07-26 00:00:00", + "amount": -18637.33, + "type": "withdrawal", + "counterparty": "京东商城", + "remark": "转账" + }, + { + "transactionId": "TXN202356579", + "timestamp": "2023-04-28 00:00:00", + "amount": 18145.83, + "type": "withdrawal", + "counterparty": "银行理财", + "remark": "工资" + }, + { + "transactionId": "TXN202371794", + "timestamp": "2023-05-01 00:00:00", + "amount": -21798.78, + "type": "other", + "counterparty": "微信支付", + "remark": "还款" + }, + { + "transactionId": "TXN202302864", + "timestamp": "2023-11-14 00:00:00", + "amount": 22411.31, + "type": "other", + "counterparty": "淘宝网", + "remark": "转账" + } + ], + "fullName": "gl", + "accountNumber": "ACCT-0003", + "ssnLast4": "8021" + }, + { + "userId": "10004", + "username": "dahai", + "password": "5f4dcc3b5aa765d61d8327deb882cf99", + "phoneNumber": "13417387115", + "accountType": "personal", + "accountLevel": "silver", + "accountBalance": 747422.25, + "accountOpened": "2020-09-15", + "lastLogin": 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+ "timestamp": "2023-01-24 00:00:00", + "amount": -21667.4, + "type": "salary", + "counterparty": "淘宝网", + "remark": "购物" + }, + { + "transactionId": "TXN202346328", + "timestamp": "2023-03-15 00:00:00", + "amount": 16069.46, + "type": "other", + "counterparty": "银行理财", + "remark": "转账" + } + ] + }, + { + "userId": "10083", + "username": "王磊", + "password": "5f4dcc3b5aa765d61d8327deb882cf99", + "phoneNumber": "13818607115", + "accountType": "personal", + "accountLevel": "platinum", + "accountBalance": 56348.91, + "accountOpened": "2016-02-19", + "lastLogin": "2023-10-25T00:00:00Z", + "transactions": [] + }, + { + "userId": "10084", + "username": "王艳", + "password": "5f4dcc3b5aa765d61d8327deb882cf99", + "phoneNumber": "13205475542", + "accountType": "personal", + "accountLevel": "platinum", + "accountBalance": 341898.02, + "accountOpened": "2017-06-05", + "lastLogin": "2023-11-07T00:00:00Z", + "transactions": [ + { + "transactionId": "TXN202300982", + "timestamp": "2023-09-18 00:00:00", + "amount": -40088.7, + "type": "withdrawal", + "counterparty": "微信支付", + "remark": "转账" + }, + { + "transactionId": "TXN202349421", + "timestamp": "2023-11-13 00:00:00", + "amount": 46415.23, + "type": "other", + "counterparty": "微信支付", + "remark": "" + } + ] + }, + { + "userId": "10085", + "username": "杨娜", + "password": "5f4dcc3b5aa765d61d8327deb882cf99", + "phoneNumber": "13092802411", + "accountType": "corporate", + "accountLevel": "platinum", + "accountBalance": 28175.83, + "accountOpened": "2018-02-20", + "lastLogin": "2023-11-11T00:00:00Z", + "transactions": [ + { + "transactionId": "TXN202335061", + "timestamp": "2023-11-12 00:00:00", + "amount": 19260.46, + "type": "purchase", + "counterparty": "银行理财", + "remark": "" + }, + { + "transactionId": "TXN202375968", + "timestamp": "2023-04-22 00:00:00", + "amount": 37477.69, + "type": "purchase", + "counterparty": "", + "remark": "转账" + } + ] + }, + { + "userId": "10086", + "username": "吴勇", + "password": 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"type": "other", + "counterparty": "淘宝网", + "remark": "工资" + } + ] + }, + { + "userId": "10090", + "username": "陈超", + "password": "5f4dcc3b5aa765d61d8327deb882cf99", + "phoneNumber": "13218874994", + "accountType": "corporate", + "accountLevel": "platinum", + "accountBalance": 485131.55, + "accountOpened": "2023-01-31", + "lastLogin": "2023-10-06T00:00:00Z", + "transactions": [ + { + "transactionId": "TXN202308992", + "timestamp": "2023-10-25 00:00:00", + "amount": 5508.43, + "type": "other", + "counterparty": "", + "remark": "还款" + }, + { + "transactionId": "TXN202323707", + "timestamp": "2023-04-01 00:00:00", + "amount": -1803.73, + "type": "salary", + "counterparty": "银行理财", + "remark": "购物" + } + ] + }, + { + "userId": "10091", + "username": "杨娜", + "password": "5f4dcc3b5aa765d61d8327deb882cf99", + "phoneNumber": "13890343367", + "accountType": "corporate", + "accountLevel": "platinum", + "accountBalance": 737929.35, + "accountOpened": "2018-08-20", + "lastLogin": "2023-11-09T00:00:00Z", + "transactions": [ + { + "transactionId": "TXN202335782", + "timestamp": "2023-09-22 00:00:00", + "amount": 22269.84, + "type": "purchase", + "counterparty": "美团外卖", + "remark": "工资" + }, + { + "transactionId": "TXN202353960", + "timestamp": "2023-06-03 00:00:00", + "amount": 37207.28, + "type": "transfer", + "counterparty": "美团外卖", + "remark": "还款" + }, + { + "transactionId": "TXN202308299", + "timestamp": "2023-04-17 00:00:00", + "amount": 25849.85, + "type": "other", + "counterparty": "淘宝网", + "remark": "转账" + }, + { + "transactionId": "TXN202320571", + "timestamp": "2023-05-04 00:00:00", + "amount": -31307.77, + "type": "other", + "counterparty": "美团外卖", + "remark": "购物" + }, + { + "transactionId": "TXN202345485", + "timestamp": "2023-07-15 00:00:00", + "amount": -11203.47, + "type": "salary", + "counterparty": "银行理财", + "remark": "还款" + } + ] + }, + { + "userId": "10092", + "username": "刘勇", + "password": "5f4dcc3b5aa765d61d8327deb882cf99", + 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"transactionId": "TXN202345292", + "timestamp": "2023-08-23 00:00:00", + "amount": 11982.61, + "type": "other", + "counterparty": "微信支付", + "remark": "工资" + }, + { + "transactionId": "TXN202376527", + "timestamp": "2023-07-29 00:00:00", + "amount": 22778.99, + "type": "withdrawal", + "counterparty": "淘宝网", + "remark": "转账" + } + ] + }, + { + "userId": "10098", + "username": "李强", + "password": "5f4dcc3b5aa765d61d8327deb882cf99", + "phoneNumber": "13241088836", + "accountType": "corporate", + "accountLevel": "gold", + "accountBalance": 563062.06, + "accountOpened": "2023-05-05", + "lastLogin": "2023-10-03T00:00:00Z", + "transactions": [ + { + "transactionId": "TXN202398142", + "timestamp": "2023-03-20 00:00:00", + "amount": 4593.91, + "type": "purchase", + "counterparty": "银行理财", + "remark": "购物" + } + ] + }, + { + "userId": "10099", + "username": "黄超", + "password": "5f4dcc3b5aa765d61d8327deb882cf99", + "phoneNumber": "13099928154", + "accountType": "corporate", + "accountLevel": "silver", + "accountBalance": 337408.64, + "accountOpened": "2019-01-18", + "lastLogin": "2023-10-16T00:00:00Z", + "transactions": [ + { + "transactionId": "TXN202344312", + "timestamp": "2023-04-28 00:00:00", + "amount": -46568.31, + "type": "transfer", + "counterparty": "淘宝网", + "remark": "" + }, + { + "transactionId": "TXN202335044", + "timestamp": "2023-08-01 00:00:00", + "amount": -41103.9, + "type": "other", + "counterparty": "", + "remark": "转账" + } + ] + }, + { + "userId": "10100", + "username": "张军", + "password": "5f4dcc3b5aa765d61d8327deb882cf99", + "phoneNumber": "13679282402", + "accountType": "personal", + "accountLevel": "platinum", + "accountBalance": 336334.6, + "accountOpened": "2022-08-30", + "lastLogin": "2023-10-12T00:00:00Z", + "transactions": [ + { + "transactionId": "TXN202319888", + "timestamp": "2023-08-01 00:00:00", + "amount": 6855.89, + "type": "transfer", + "counterparty": "支付宝", + "remark": "工资" + }, + { + "transactionId": "TXN202398557", + "timestamp": "2023-06-19 00:00:00", + "amount": 3474.1, + "type": "salary", + "counterparty": "微信支付", + "remark": "还款" + }, + { + "transactionId": "TXN202303579", + "timestamp": "2023-09-15 00:00:00", + "amount": 23361.64, + "type": "salary", + "counterparty": "支付宝", + "remark": "还款" + }, + { + "transactionId": "TXN202318826", + "timestamp": "2023-05-20 00:00:00", + "amount": 24748.97, + "type": "withdrawal", + "counterparty": "银行理财", + "remark": "转账" + }, + { + "transactionId": "TXN202398589", + "timestamp": "2023-03-06 00:00:00", + "amount": -30800.25, + "type": "purchase", + "counterparty": "微信支付", + "remark": "转账" + } + ] + } + ] +} \ No newline at end of file diff --git a/huaweicloud_sis.py b/huaweicloud_sis.py new file mode 100644 index 00000000..cb8fd9d5 --- /dev/null +++ b/huaweicloud_sis.py @@ -0,0 +1,102 @@ +# huaweicloud_sis.py +import os, hmac, hashlib, base64, json, datetime, requests +from typing import Tuple + +AK = os.getenv("HUAWEI_AK") +SK = os.getenv("HUAWEI_SK") +PROJECT_ID = os.getenv("HUAWEI_PROJECT_ID") +REGION = os.getenv("HUAWEI_REGION", "cn-north-4") +SIS_ENDPOINT = os.getenv("HUAWEI_SIS_ENDPOINT", f"https://sis-ext.{REGION}.myhuaweicloud.com").rstrip("/") + +if not (AK and SK and PROJECT_ID): + raise RuntimeError("请先设置 HUAWEI_AK / HUAWEI_SK / HUAWEI_PROJECT_ID（必填），HUAWEI_REGION 可选，HUAWEI_SIS_ENDPOINT 可选") + +def _utc_iso() -> str: + # 形如：20250829T080102Z + return datetime.datetime.utcnow().strftime("%Y%m%dT%H%M%SZ") + +def _canonical_request(method: str, path: str, query: str, headers: dict, body: bytes) -> Tuple[str, str]: + # 规范化 header：host + x-sdk-date 必须；其余按需增加 + # 注意：Host 必须与实际域名一致 + host = SIS_ENDPOINT.replace("https://", "").replace("http://", "") + x_sdk_date = headers.get("X-Sdk-Date") or _utc_iso() + headers["Host"] = host + headers["X-Sdk-Date"] = x_sdk_date + + # 参与签名的头（小写、按字典序） + signed_header_keys = ["host", "x-sdk-date"] + canonical_headers = f"host:{host}\n" + f"x-sdk-date:{x_sdk_date}\n" + signed_headers = ";".join(signed_header_keys) + + # body sha256 + payload_hash = hashlib.sha256(body or b"").hexdigest() + + # path & query 已经是规范形式（path 形如 /v1/{project_id}/tts） + canonical = "\n".join([ + method.upper(), + path, + query or "", + canonical_headers, + signed_headers, + payload_hash + ]) + return canonical, signed_headers + +def _sign(method: str, path: str, query: str, body: bytes, extra_headers: dict = None) -> dict: + """返回带 Authorization 的 headers；采用华为云 APIG V2 简化签名""" + headers = {"Content-Type": "application/json"} + if extra_headers: + headers.update(extra_headers) + canonical, signed_headers = _canonical_request(method, path, query, headers, body) + string_to_sign = canonical.encode("utf-8") + signature = hmac.new(SK.encode("utf-8"), string_to_sign, hashlib.sha256).hexdigest() + auth = f"HMAC-SHA256 Credential={AK}, SignedHeaders={signed_headers}, Signature={signature}" + headers["Authorization"] = auth + return headers + +def _request_json(method: str, url: str, path: str, body: dict, timeout: int = 60) -> dict: + body_bytes = json.dumps(body, ensure_ascii=False).encode("utf-8") + headers = _sign(method, path, "", body_bytes) + resp = requests.request(method, url, headers=headers, data=body_bytes, timeout=timeout) + if resp.status_code >= 300: + raise RuntimeError(f"SIS HTTP {resp.status_code}: {resp.text}") + return resp.json() + +# ===================== 一句话识别（短音频，<=1min，<=10MB） ===================== +def asr_short_sentence_wav16k(wav_bytes: bytes, lang="en_us") -> str: + # 参考属性：英文 16k + prop = "english_16k" if lang.lower().startswith("en") else "chinese_16k_general" + b64 = base64.b64encode(wav_bytes).decode("utf-8") + path = f"/v1/{PROJECT_ID}/short-audio" + url = f"{SIS_ENDPOINT}{path}" + body = { + "config": { + "audio_format": "wav", + "property": prop, + "add_punc": "yes" + }, + "data": b64 + } + data = _request_json("POST", url, path, body, timeout=90) + # 返回结构通常为 {"result":{"text":"..."}} + return (data.get("result") or {}).get("text", "") + +# ===================== 文本转语音（TTS） ===================== +def tts_text_to_wav(text: str, lang="en_us") -> bytes: + prop = "english_common" if lang.lower().startswith("en") else "chinese_xiaoyan_common" + path = f"/v1/{PROJECT_ID}/tts" + url = f"{SIS_ENDPOINT}{path}" + body = { + "text": text, + "config": { + "audio_format": "wav", + "sample_rate": "16000", + "property": prop + } + } + data = _request_json("POST", url, path, body, timeout=90) + # 返回结构通常为 {"result":{"data":"base64", "format":"wav"}} + b64 = (data.get("result") or {}).get("data", "") + if not b64: + raise RuntimeError(f"TTS返回空：{data}") + return base64.b64decode(b64) diff --git a/recommend.py b/recommend.py new file mode 100644 index 00000000..5383a005 --- /dev/null +++ b/recommend.py @@ -0,0 +1,62 @@ +from flask import Flask, request, jsonify +import json + +app = Flask(__name__) + +# 加载用户画像数据 +with open('user_profiles.json', 'r', encoding='utf-8') as f: + user_profiles = json.load(f)["users"] + +# 产品推荐规则（可拓展） +def recommend_products(profile): + risk = profile["riskLevel"] + income = profile["incomeLevel"] + experience = profile["investmentExperience"] + + # 规则引擎示例（可根据实际需求调整） + if risk == "high": + return [ + "Tech Growth Fund", + "Crypto Index ETF", + "AI Startups Portfolio" + ] + elif risk == "medium": + if experience in ["advanced", "moderate"]: + return [ + "Global Equity Fund", + "Balanced Income Fund", + "Emerging Market ETF" + ] + else: + return [ + "Balanced Income Fund", + "Index Bond Fund" + ] + else: # risk = low + return [ + "Government Bond Fund", + "Fixed Income ETF", + "Capital Protection Plan" + ] + +@app.route('/api/recommend', methods=['POST']) +def recommend(): + data = request.get_json() + user_id = data.get("userId") + + user = next((u for u in user_profiles if u["userId"] == user_id), None) + if not user: + return jsonify({"error": "User not found"}), 404 + + products = recommend_products(user) + summary = f"Hello {user['username']}, based on your profile (Risk: {user['riskLevel']}, Income: {user['incomeLevel']}), we recommend: {', '.join(products)}." + + return jsonify({ + "userId": user["userId"], + "username": user["username"], + "recommendedProducts": products, + "summary": summary + }) + +if __name__ == '__main__': + app.run(host='0.0.0.0', port=5000, debug=True) diff --git a/requirements.txt b/requirements.txt new file mode 100644 index 00000000..409e6181 --- /dev/null +++ b/requirements.txt @@ -0,0 +1,6 @@ +fastapi==0.111.0 +uvicorn[standard]==0.30.0 +requests==2.32.3 +soundfile==0.12.1 +numpy==1.26.4 +python-multipart==0.0.9 \ No newline at end of file diff --git a/test_encoding.py b/test_encoding.py new file mode 100644 index 00000000..c24c8773 --- /dev/null +++ b/test_encoding.py @@ -0,0 +1,168 @@ +# edge_tts_server_fixed.py +from flask import Flask, request, jsonify, send_file +from flask_cors import CORS +import edge_tts +import uuid +import time +import asyncio +import logging +from pathlib import Path + +logging.basicConfig(level=logging.INFO) +logger = logging.getLogger(__name__) + +app = Flask(__name__) +CORS(app) + +output_dir = Path("tts_output") +output_dir.mkdir(exist_ok=True) + +class EdgeTTSWrapper: + """Edge-TTS 包装类，避免命名冲突""" + + async def generate_speech_async(self, text, voice="zh-CN-XiaoxiaoNeural", output_path=None): + """异步生成语音""" + try: + communicate = edge_tts.Communicate(text, voice) + if output_path: + await communicate.save(output_path) + return True + else: + return await communicate.get_audio_data() + except Exception as e: + logger.error(f"Edge TTS错误: {e}") + return None + + def generate_speech(self, text, voice="zh-CN-XiaoxiaoNeural", output_path=None): + """同步生成语音""" + try: + # 创建新的事件循环 + loop = asyncio.new_event_loop() + asyncio.set_event_loop(loop) + result = loop.run_until_complete( + self.generate_speech_async(text, voice, output_path) + ) + loop.close() + return result + except Exception as e: + logger.error(f"Edge TTS运行错误: {e}") + return None + +# 创建实例 +tts_service = EdgeTTSWrapper() + +@app.route('/tts/generate', methods=['POST', 'OPTIONS']) +def generate_tts(): + if request.method == 'OPTIONS': + return '', 200 + + try: + data = request.get_json() + logger.info(f"收到请求: {data}") + + if not data or 'text' not in data: + return jsonify({'status': 'error', 'message': '缺少文本参数'}), 400 + + text = data['text'].strip() + if not text: + return jsonify({'status': 'error', 'message': '文本内容不能为空'}), 400 + + voice = data.get('voice', 'zh-CN-XiaoxiaoNeural') + filename = f"tts_{int(time.time())}_{uuid.uuid4().hex[:8]}.mp3" + output_path = output_dir / filename + + logger.info(f"开始生成语音: {text[:50]}...") + + # 生成语音 + success = tts_service.generate_speech(text, voice, str(output_path)) + + if success and output_path.exists(): + file_size = output_path.stat().st_size + logger.info(f"语音生成成功: {filename} ({file_size} bytes)") + + audio_url = f"http://172.16.22.115:8080/tts/download/{filename}" + + return jsonify({ + 'status': 'success', + 'message': '语音生成成功', + 'audio_url': audio_url, + 'filename': filename, + 'text': text, + 'voice': voice, + 'file_size': file_size + }) + else: + logger.error("语音生成失败") + return jsonify({'status': 'error', 'message': '语音生成失败'}), 500 + + except Exception as e: + logger.error(f"处理请求时出错: {e}") + return jsonify({'status': 'error', 'message': str(e)}), 500 + +@app.route('/tts/download/', methods=['GET']) +def download_audio(filename): + try: + # 安全检查 + if '..' in filename or '/' in filename: + return jsonify({'status': 'error', 'message': '无效文件名'}), 400 + + file_path = output_dir / filename + + if not file_path.exists(): + return jsonify({'status': 'error', 'message': '文件不存在'}), 404 + + return send_file( + file_path, + as_attachment=True, + download_name=filename, + mimetype='audio/mpeg' + ) + + except Exception as e: + logger.error(f"下载失败: {e}") + return jsonify({'status': 'error', 'message': '下载失败'}), 500 + +@app.route('/tts/health', methods=['GET']) +def health_check(): + """健康检查端点""" + return jsonify({ + 'status': 'healthy', + 'service': 'Edge TTS Server', + 'timestamp': time.time() + }) + +@app.route('/tts/voices', methods=['GET']) +def list_voices(): + """获取支持的语音列表""" + voices = [ + {"name": "晓晓（女声）", "value": "zh-CN-XiaoxiaoNeural"}, + {"name": "云扬（男声）", "value": "zh-CN-YunyangNeural"}, + {"name": "晓辰（女声）", "value": "zh-CN-XiaochenNeural"}, + {"name": "晓悠（女声）", "value": "zh-CN-XiaoyouNeural"}, + {"name": "云希（男声）", "value": "zh-CN-YunxiNeural"}, + {"name": "英语女声", "value": "en-US-AriaNeural"}, + {"name": "英语男声", "value": "en-US-GuyNeural"} + ] + return jsonify({'status': 'success', 'voices': voices}) + +if __name__ == '__main__': + print("启动修复版 Edge TTS 服务器...") + print("服务器地址: http://172.16.22.115:8080") + print("可用端点:") + print(" POST /tts/generate - 生成语音") + print(" GET /tts/download/ - 下载语音") + print(" GET /tts/health - 健康检查") + print(" GET /tts/voices - 获取语音列表") + + # 确保输出目录存在 + output_dir.mkdir(exist_ok=True) + + # 测试Edge-TTS是否正常工作 + try: + import edge_tts + print("✓ Edge-TTS 导入成功") + except ImportError: + print("✗ 请安装: pip install edge-tts") + exit(1) + + app.run(host='0.0.0.0', port=8080, debug=True) \ No newline at end of file diff --git a/test_english_tts.py b/test_english_tts.py new file mode 100644 index 00000000..a113adc3 --- /dev/null +++ b/test_english_tts.py @@ -0,0 +1,64 @@ +import os +import base64 +import logging +from tencentcloud.common import credential +from tencentcloud.common.profile.client_profile import ClientProfile +from tencentcloud.tts.v20190823 import tts_client, models +from dotenv import load_dotenv + +# 初始化 +load_dotenv() +logging.basicConfig(level=logging.INFO) +logger = logging.getLogger("TTS-Test") + + +def synthesize_english_text(text, voice_type=1001): + """合成英文语音（使用英文专用音色） + + :param text: 英文文本 + :param voice_type: 英文音色类型 (1001-1016) + :return: 音频二进制数据 + """ + try: + cred = credential.Credential( + os.getenv('TENCENT_SECRET_ID'), + os.getenv('TENCENT_SECRET_KEY') + ) + cp = ClientProfile() + cp.httpProfile.endpoint = "tts.tencentcloudapi.com" + client = tts_client.TtsClient(cred, "ap-shanghai", cp) + + req = models.TextToVoiceRequest() + req.Text = text + req.SessionId = "english-test" + req.ModelType = 1 + req.VoiceType = voice_type # 关键修改：使用英文音色ID + req.PrimaryLanguage = 2 # 2=English + req.SampleRate = 16000 + + resp = client.TextToVoice(req) + return base64.b64decode(resp.Audio) + + except Exception as e: + logger.error(f"TTS Error: {str(e)}") + raise + + +def save_audio(audio_data, filename="english_output.mp3"): + with open(filename, "wb") as f: + f.write(audio_data) + logger.info(f"Audio saved to: {os.path.abspath(filename)}") + + +if __name__ == "__main__": + # 测试参数 + test_text = "123453434Hello, this is a test of Tencent Cloud English TTS service." + voice_type = 1001 # 英文女声 (1001-1016) + + try: + logger.info(f"Starting English TTS: '{test_text}'") + audio = synthesize_english_text(test_text, voice_type) + save_audio(audio) + logger.info("Test succeeded!") + except Exception as e: + logger.error(f"Test failed: {str(e)}") \ No newline at end of file diff --git a/tickets.json b/tickets.json new file mode 100644 index 00000000..07ebffcf --- /dev/null +++ b/tickets.json @@ -0,0 +1,24 @@ +{ + "tickets": [ + { + "ticketId": "TKT-20250821-753860", + "userId": "10001", + "username": "mark", + "category": "charge_dispute", + "content": "My credit card was charged twice for the same purchase yesterday.", + "status": "open", + "createdAt": "2025-08-21T08:42:33Z", + "updatedAt": "2025-08-21T08:42:33Z" + }, + { + "ticketId": "TKT-20250925-995754", + "userId": "10001", + "username": "mark", + "category": "charge_dispute", + "content": "Hello, my name is Mark, my phone number is 13035968176, and my password is password.Can you recommend some financial products for me?", + "status": "open", + "createdAt": "2025-09-25T15:59:55Z", + "updatedAt": "2025-09-25T15:59:55Z" + } + ] +} \ No newline at end of file diff --git a/tts.py b/tts.py new file mode 100644 index 00000000..0bea0e6b --- /dev/null +++ b/tts.py @@ -0,0 +1,9 @@ +# tts.py +import base64 +from huaweicloud_sis import tts_text_to_wav + +def tts_wav_bytes(text: str) -> bytes: + return tts_text_to_wav(text, lang="en_us") + +def tts_wav_base64(text: str) -> str: + return base64.b64encode(tts_wav_bytes(text)).decode("utf-8") diff --git a/user_profiles.json b/user_profiles.json new file mode 100644 index 00000000..091d7a6e --- /dev/null +++ b/user_profiles.json @@ -0,0 +1,804 @@ +{ + "users": [ + { + "userId": "10001", + "username": "mark", + "age": 57, + "riskLevel": "high", + "incomeLevel": "low", + "investmentExperience": "moderate" + }, + { + "userId": "10002", + "username": "xiulan", + "age": 56, + "riskLevel": "high", + "incomeLevel": "high", + "investmentExperience": "advanced" + }, + { + "userId": "10003", + "username": "gl", + "age": 60, + "riskLevel": "medium", + "incomeLevel": "low", + "investmentExperience": "beginner" + }, + { + "userId": "10004", + "username": "dahai", + "age": 46, + "riskLevel": "low", + "incomeLevel": "low", + "investmentExperience": "moderate" + }, + { + "userId": "10005", + "username": "bob", + "age": 25, + "riskLevel": "high", + "incomeLevel": "medium", + "investmentExperience": "none" + }, + { + "userId": "10006", + "username": "eason", + "age": 28, + "riskLevel": "medium", + "incomeLevel": "high", + "investmentExperience": "advanced" + }, + { + "userId": "10007", + "username": "jay", + "age": 29, + "riskLevel": "medium", + "incomeLevel": "medium", + "investmentExperience": "none" + }, + { + "userId": "10008", + "username": "吴秀兰", + "age": 59, + "riskLevel": "medium", + "incomeLevel": "medium", + "investmentExperience": "moderate" + }, + { + "userId": "10009", + "username": "李秀兰", + "age": 37, + "riskLevel": "low", + "incomeLevel": "medium", + "investmentExperience": "moderate" + }, + { + "userId": "10010", + "username": "张洋", + "age": 56, + "riskLevel": "low", + "incomeLevel": "medium", + "investmentExperience": "moderate" + }, + { + "userId": "10011", + "username": "杨芳", + "age": 26, + "riskLevel": "medium", + "incomeLevel": "medium", + "investmentExperience": "advanced" + }, + { + "userId": "10012", + "username": "陈勇", + "age": 44, + "riskLevel": "high", + "incomeLevel": "high", + "investmentExperience": "beginner" + }, + { + "userId": "10013", + "username": "吴勇", + "age": 42, + "riskLevel": "medium", + "incomeLevel": "low", + "investmentExperience": "beginner" + }, + { + "userId": "10014", + "username": "刘娟", + "age": 57, + "riskLevel": "high", + "incomeLevel": "medium", + "investmentExperience": "none" + }, + { + "userId": "10015", + "username": "陈秀英", + "age": 34, + "riskLevel": "medium", + "incomeLevel": "medium", + "investmentExperience": "none" + }, + { + "userId": "10016", + "username": "陈霞", + "age": 46, + "riskLevel": "low", + "incomeLevel": "high", + "investmentExperience": "advanced" + }, + { + "userId": "10017", + "username": "吴杰", + "age": 29, + "riskLevel": "low", + "incomeLevel": "high", + "investmentExperience": "none" + }, + { + "userId": "10018", + "username": "赵芳", + "age": 40, + "riskLevel": "low", + "incomeLevel": "low", + "investmentExperience": "advanced" + }, + { + "userId": "10019", + "username": "黄霞", + "age": 47, + "riskLevel": "high", + "incomeLevel": "medium", + "investmentExperience": "none" + }, + { + "userId": "10020", + "username": "吴娜", + "age": 45, + "riskLevel": "medium", + "incomeLevel": "high", + "investmentExperience": "moderate" + }, + { + "userId": "10021", + "username": "张杰", + "age": 36, + "riskLevel": "high", + "incomeLevel": "medium", + "investmentExperience": "beginner" + }, + { + "userId": "10022", + "username": "刘娟", + "age": 28, + "riskLevel": "medium", + "incomeLevel": "medium", + "investmentExperience": "moderate" + }, + { + "userId": "10023", + "username": "黄艳", + "age": 50, + "riskLevel": "medium", + "incomeLevel": "low", + "investmentExperience": "advanced" + }, + { + "userId": "10024", + "username": "杨敏", + "age": 51, + "riskLevel": "medium", + "incomeLevel": "low", + "investmentExperience": "none" + }, + { + "userId": "10025", + "username": "刘秀英", + "age": 32, + "riskLevel": "high", + "incomeLevel": "medium", + "investmentExperience": "advanced" + }, + { + "userId": "10026", + "username": "吴娟", + "age": 30, + "riskLevel": "medium", + "incomeLevel": "medium", + "investmentExperience": "beginner" + }, + { + "userId": "10027", + "username": "赵强", + "age": 45, + "riskLevel": "low", + "incomeLevel": "high", + "investmentExperience": "none" + }, + { + "userId": "10028", + "username": "黄强", + "age": 40, + "riskLevel": "medium", + "incomeLevel": "medium", + "investmentExperience": "none" + }, + { + "userId": "10029", + "username": "赵娟", + "age": 50, + "riskLevel": "high", + "incomeLevel": "high", + "investmentExperience": "none" + }, + { + "userId": "10030", + "username": "张敏", + "age": 39, + "riskLevel": "high", + "incomeLevel": "medium", + "investmentExperience": "advanced" + }, + { + "userId": "10031", + "username": "吴丽", + "age": 45, + "riskLevel": "medium", + "incomeLevel": "high", + "investmentExperience": "advanced" + }, + { + "userId": "10032", + "username": "赵平", + "age": 29, + "riskLevel": "medium", + "incomeLevel": "high", + "investmentExperience": "beginner" + }, + { + "userId": "10033", + "username": "赵丽", + "age": 26, + "riskLevel": "low", + "incomeLevel": "low", + "investmentExperience": "none" + }, + { + "userId": "10034", + "username": "李静", + "age": 46, + "riskLevel": "high", + "incomeLevel": "low", + "investmentExperience": "moderate" + }, + { + "userId": "10035", + "username": "王静", + "age": 56, + "riskLevel": "high", + "incomeLevel": "low", + "investmentExperience": "beginner" + }, + { + "userId": "10036", + "username": "张伟", + "age": 30, + "riskLevel": "low", + "incomeLevel": "low", + "investmentExperience": "beginner" + }, + { + "userId": "10037", + "username": "刘敏", + "age": 28, + "riskLevel": "low", + "incomeLevel": "low", + "investmentExperience": "advanced" + }, + { + "userId": "10038", + "username": "张秀兰", + "age": 46, + "riskLevel": "low", + "incomeLevel": "high", + "investmentExperience": "beginner" + }, + { + "userId": "10039", + "username": "王敏", + "age": 38, + "riskLevel": "high", + "incomeLevel": "medium", + "investmentExperience": "advanced" + }, + { + "userId": "10040", + "username": "王杰", + "age": 27, + "riskLevel": "low", + "incomeLevel": "high", + "investmentExperience": "moderate" + }, + { + "userId": "10041", + "username": "赵秀英", + "age": 29, + "riskLevel": "high", + "incomeLevel": "high", + "investmentExperience": "moderate" + }, + { + "userId": "10042", + "username": "周勇", + "age": 26, + "riskLevel": "high", + "incomeLevel": "low", + "investmentExperience": "advanced" + }, + { + "userId": "10043", + "username": "刘静", + "age": 28, + "riskLevel": "medium", + "incomeLevel": "medium", + "investmentExperience": "moderate" + }, + { + "userId": "10044", + "username": "李霞", + "age": 60, + "riskLevel": "medium", + "incomeLevel": "high", 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"riskLevel": "high", + "incomeLevel": "medium", + "investmentExperience": "beginner" + }, + { + "userId": "10052", + "username": "周杰", + "age": 25, + "riskLevel": "low", + "incomeLevel": "high", + "investmentExperience": "moderate" + }, + { + "userId": "10053", + "username": "陈强", + "age": 48, + "riskLevel": "medium", + "incomeLevel": "medium", + "investmentExperience": "beginner" + }, + { + "userId": "10054", + "username": "周霞", + "age": 60, + "riskLevel": "medium", + "incomeLevel": "low", + "investmentExperience": "none" + }, + { + "userId": "10055", + "username": "李秀英", + "age": 45, + "riskLevel": "low", + "incomeLevel": "high", + "investmentExperience": "moderate" + }, + { + "userId": "10056", + "username": "李勇", + "age": 38, + "riskLevel": "medium", + "incomeLevel": "high", + "investmentExperience": "beginner" + }, + { + "userId": "10057", + "username": "陈秀兰", + "age": 50, + "riskLevel": "medium", + "incomeLevel": "high", + "investmentExperience": "moderate" + }, + { + "userId": "10058", + "username": "刘涛", + "age": 29, + "riskLevel": "low", + "incomeLevel": "low", + "investmentExperience": "moderate" + }, + { + "userId": "10059", + "username": "刘霞", + "age": 37, + "riskLevel": "low", + "incomeLevel": "medium", + "investmentExperience": "none" + }, + { + "userId": "10060", + "username": "赵平", + "age": 28, + "riskLevel": "low", + "incomeLevel": "low", + "investmentExperience": "moderate" + }, + { + "userId": "10061", + "username": "赵超", + "age": 48, + "riskLevel": "low", + "incomeLevel": "medium", + "investmentExperience": "advanced" + }, + { + "userId": "10062", + "username": "黄秀兰", + "age": 46, + "riskLevel": "medium", + "incomeLevel": "medium", + "investmentExperience": "moderate" + }, + { + "userId": "10063", + "username": "李丽", + "age": 59, + "riskLevel": "medium", + "incomeLevel": "low", + "investmentExperience": "none" + }, + { + "userId": "10064", + "username": "陈秀英", + "age": 26, + "riskLevel": "medium", + "incomeLevel": "high", + "investmentExperience": "none" + }, + { + "userId": "10065", + "username": "陈伟", + "age": 50, + "riskLevel": "medium", + "incomeLevel": "medium", + "investmentExperience": "moderate" + }, + { + "userId": "10066", + "username": "李秀英", + "age": 60, + "riskLevel": "low", + "incomeLevel": "medium", + "investmentExperience": "none" + }, + { + "userId": "10067", + "username": "陈超", + "age": 42, + "riskLevel": "low", + "incomeLevel": "high", + "investmentExperience": "advanced" + }, + { + "userId": "10068", + "username": "周涛", + "age": 49, + "riskLevel": "high", + "incomeLevel": "high", + "investmentExperience": "advanced" + }, + { + "userId": "10069", + "username": "张勇", + "age": 60, + "riskLevel": "high", + "incomeLevel": "medium", + "investmentExperience": "none" + }, + { + "userId": "10070", + "username": "黄平", + "age": 28, + "riskLevel": "medium", + "incomeLevel": "low", + "investmentExperience": "moderate" + }, + { + "userId": "10071", + "username": "赵霞", + "age": 52, + "riskLevel": "medium", + "incomeLevel": "high", + "investmentExperience": "beginner" + }, + { + "userId": "10072", + "username": "赵芳", + "age": 52, + "riskLevel": "medium", + "incomeLevel": "low", + "investmentExperience": "moderate" + }, + { + "userId": "10073", + "username": "刘娟", + "age": 48, + "riskLevel": "medium", + "incomeLevel": "low", + "investmentExperience": "moderate" + }, + { + "userId": "10074", + "username": "陈军", + "age": 56, + "riskLevel": "high", + "incomeLevel": "low", + "investmentExperience": "none" + }, + { + "userId": "10075", + "username": "黄艳", + "age": 55, + "riskLevel": "low", + "incomeLevel": "medium", + "investmentExperience": "moderate" + }, + { + "userId": "10076", + "username": "李勇", + "age": 57, + "riskLevel": "medium", + "incomeLevel": "medium", + "investmentExperience": "moderate" + }, + { + "userId": "10077", + "username": "周丽", + "age": 48, + "riskLevel": "high", + "incomeLevel": "high", + "investmentExperience": "none" + }, + { + "userId": "10078", + "username": "吴伟", + "age": 34, + "riskLevel": "low", + "incomeLevel": "high", + "investmentExperience": "moderate" + }, + { + "userId": "10079", + "username": "赵磊", + "age": 34, + "riskLevel": "high", + "incomeLevel": "medium", + "investmentExperience": "beginner" + }, + { + "userId": "10080", + "username": "周勇", + "age": 54, + "riskLevel": "medium", + "incomeLevel": "high", + "investmentExperience": "none" + }, + { + "userId": "10081", + "username": "黄霞", + "age": 48, + "riskLevel": "low", + "incomeLevel": "low", + "investmentExperience": "beginner" + }, + { + "userId": "10082", + "username": "周军", + "age": 54, + "riskLevel": "low", + "incomeLevel": "medium", + "investmentExperience": "advanced" + }, + { + "userId": "10083", + "username": "王磊", + "age": 32, + "riskLevel": "medium", + "incomeLevel": "low", + "investmentExperience": "none" + }, + { + "userId": "10084", + "username": "王艳", + "age": 29, + "riskLevel": "medium", + "incomeLevel": "medium", + "investmentExperience": "advanced" + }, + { + "userId": "10085", + "username": "杨娜", + "age": 39, + "riskLevel": "high", + "incomeLevel": "high", + "investmentExperience": "moderate" + }, + { + "userId": "10086", + "username": "吴勇", + "age": 58, + "riskLevel": "low", + "incomeLevel": "low", + "investmentExperience": "advanced" + }, + { + "userId": "10087", + "username": "王娜", + "age": 53, + "riskLevel": "high", + "incomeLevel": "high", + "investmentExperience": "moderate" + }, + { + "userId": "10088", + "username": "黄勇", + "age": 30, + "riskLevel": "medium", + "incomeLevel": "high", + "investmentExperience": "none" + }, + { + "userId": "10089", + "username": "周娟", + "age": 52, + "riskLevel": "medium", + "incomeLevel": "high", + "investmentExperience": "advanced" + }, + { + "userId": "10090", + "username": "陈超", + "age": 48, + "riskLevel": "low", + "incomeLevel": "medium", + "investmentExperience": "none" + }, + { + "userId": "10091", + "username": "杨娜", + "age": 38, + "riskLevel": "high", + "incomeLevel": "medium", + "investmentExperience": "none" + }, + { + "userId": "10092", + "username": "刘勇", + "age": 60, + "riskLevel": "low", + "incomeLevel": "low", + "investmentExperience": "beginner" + }, + { + "userId": "10093", + "username": "吴伟", + "age": 43, + "riskLevel": "low", + "incomeLevel": "high", + "investmentExperience": "advanced" + }, + { + "userId": "10094", + "username": "周勇", + "age": 48, + "riskLevel": "high", + "incomeLevel": "high", + "investmentExperience": "none" + }, + { + "userId": "10095", + "username": "杨秀兰", + "age": 45, + "riskLevel": "low", + "incomeLevel": "medium", + "investmentExperience": "moderate" + }, + { + "userId": "10096", + "username": "赵艳", + "age": 28, + "riskLevel": "medium", + "incomeLevel": "low", + "investmentExperience": "beginner" + }, + { + "userId": "10097", + "username": "赵超", + "age": 31, + "riskLevel": "medium", + "incomeLevel": "medium", + "investmentExperience": "none" + }, + { + "userId": "10098", + "username": "李强", + "age": 47, + "riskLevel": "low", + "incomeLevel": "high", + "investmentExperience": "moderate" + }, + { + "userId": "10099", + "username": "黄超", + "age": 53, + "riskLevel": "high", + "incomeLevel": "medium", + "investmentExperience": "advanced" + }, + { + "userId": "10100", + "username": "张军", + "age": 43, + "riskLevel": "low", + "incomeLevel": "low", + "investmentExperience": "advanced" + } + ] +} \ No newline at end of file diff --git a/utils_audio.py b/utils_audio.py new file mode 100644 index 00000000..100dfe53 --- /dev/null +++ b/utils_audio.py @@ -0,0 +1,57 @@ +# utils_audio.py —— 无需 soundfile；优先使用 ffmpeg，失败则纯 Python WAV 兜底 +import io, os, shutil, subprocess, numpy as np, wave + +def _has_ffmpeg(): + return shutil.which("ffmpeg") is not None + +def _resample_linear(x: np.ndarray, src_sr: int, dst_sr: int) -> np.ndarray: + if src_sr == dst_sr: + return x.astype(np.float32) + t_old = np.linspace(0, len(x)/src_sr, num=len(x), endpoint=False) + t_new = np.linspace(0, len(x)/src_sr, num=int(len(x)*dst_sr/src_sr), endpoint=False) + y = np.interp(t_new, t_old, x).astype(np.float32) + return y + +def _wav_bytes_to_np(raw_bytes: bytes): + # 兜底方案，仅支持 PCM WAV + bio = io.BytesIO(raw_bytes) + with wave.open(bio, 'rb') as wf: + n_channels = wf.getnchannels() + sampwidth = wf.getsampwidth() + framerate = wf.getframerate() + n_frames = wf.getnframes() + pcm = wf.readframes(n_frames) + if sampwidth == 2: + dtype = np.int16 + data = np.frombuffer(pcm, dtype=dtype).astype(np.float32) / 32768.0 + else: + data = np.frombuffer(pcm, dtype=np.uint8).astype(np.float32) + data = (data - 128.0) / 128.0 + if n_channels > 1: + data = data.reshape(-1, n_channels).mean(axis=1) + return data, int(framerate) + +def ensure_wav16k_mono(raw_bytes: bytes) -> bytes: + """将任意输入音频转成 16kHz/mono 的 WAV（bytes）""" + if _has_ffmpeg(): + try: + p = subprocess.run( + ["ffmpeg", "-hide_banner", "-loglevel", "error", + "-i", "pipe:0", "-f", "wav", "-ar", "16000", "-ac", "1", "pipe:1"], + input=raw_bytes, stdout=subprocess.PIPE, stderr=subprocess.PIPE, check=True + ) + return p.stdout + except subprocess.CalledProcessError: + pass + + # 没有 ffmpeg，兜底：只能处理 WAV + data, sr = _wav_bytes_to_np(raw_bytes) + data = _resample_linear(data, sr, 16000) + bio = io.BytesIO() + with wave.open(bio, 'wb') as wf: + wf.setnchannels(1) + wf.setsampwidth(2) # 16-bit PCM + wf.setframerate(16000) + pcm = np.clip(data * 32767.0, -32768, 32767).astype(np.int16).tobytes() + wf.writeframes(pcm) + return bio.getvalue() From 40f57b6c33cf3eeeef1102036b6457f84d5e08eb Mon Sep 17 00:00:00 2001 From: guolei666 <1359677949@qq.com> Date: Sun, 28 Sep 2025 15:20:25 +0800 Subject: [PATCH 3/8] Rename .keep to .Readme --- summer-ospp/bankagent/{.keep => .Readme} | 0 1 file changed, 0 insertions(+), 0 deletions(-) rename summer-ospp/bankagent/{.keep => .Readme} (100%) diff --git a/summer-ospp/bankagent/.keep b/summer-ospp/bankagent/.Readme similarity index 100% rename from summer-ospp/bankagent/.keep rename to summer-ospp/bankagent/.Readme From 4d7b2770f4f7154ba8992e8e3b7a95dff2c3fcc4 Mon Sep 17 00:00:00 2001 From: guolei666 <1359677949@qq.com> Date: Sun, 28 Sep 2025 15:21:02 +0800 Subject: [PATCH 4/8] Rename .Readme to Readme.md --- summer-ospp/bankagent/{.Readme => Readme.md} | 0 1 file changed, 0 insertions(+), 0 deletions(-) rename summer-ospp/bankagent/{.Readme => Readme.md} (100%) diff --git a/summer-ospp/bankagent/.Readme b/summer-ospp/bankagent/Readme.md similarity index 100% rename from summer-ospp/bankagent/.Readme rename to summer-ospp/bankagent/Readme.md From 14e414fd784f6d0a879a7e379acd118070c1dfe7 Mon Sep 17 00:00:00 2001 From: guolei666 <1359677949@qq.com> Date: Sun, 28 Sep 2025 15:21:19 +0800 Subject: [PATCH 5/8] Update Readme.md --- summer-ospp/bankagent/Readme.md | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/summer-ospp/bankagent/Readme.md b/summer-ospp/bankagent/Readme.md index 8b137891..39844142 100644 --- a/summer-ospp/bankagent/Readme.md +++ b/summer-ospp/bankagent/Readme.md @@ -1 +1,3 @@ - +1. 项目需应用MindSporeNLP和生成式套件的ASR + lm +TTS功能 +2. 搭建多个业务智能体，包括认证，查询，投资顾问，投诉等；完成多个智能体交互和意图识别功能 +3. 搭建后端服务层：大数据引擎用于用户画像；风控引擎用于规则和安全 From 4a98a8776baeb137b425c164eaf9bc34347656ec Mon Sep 17 00:00:00 2001 From: guolei666 <1359677949@qq.com> Date: Sun, 28 Sep 2025 15:23:15 +0800 Subject: [PATCH 6/8] Add files via upload --- summer-ospp/bankagent/arsr_tts/app.py | 48 + summer-ospp/bankagent/arsr_tts/asr.py | 5 + summer-ospp/bankagent/arsr_tts/env.example | 11 + .../bankagent/arsr_tts/huaweicloud_sis.py | 102 + summer-ospp/bankagent/arsr_tts/luyin.py | 12 + .../bankagent/arsr_tts/requirements.txt | 6 + summer-ospp/bankagent/arsr_tts/tts.py | 9 + summer-ospp/bankagent/arsr_tts/utils_audio.py | 57 + .../bankagent/bank-user/# dify_integration.py | 26 + .../bank-user/# generate_test_data.py | 37 + summer-ospp/bankagent/bank-user/# test_asr.py | 39 + .../account_manager.cpython-39.pyc | Bin 0 -> 2040 bytes .../bankagent/bank-user/account_manager.py | 46 + summer-ospp/bankagent/bank-user/accounts.json | 322 ++ summer-ospp/bankagent/bank-user/app.py | 329 ++ .../bankagent/bank-user/bank_users.json | 3622 +++++++++++++++++ .../bankagent/bank-user/bank_users1.json | 3322 +++++++++++++++ .../bankagent/bank-user/bank_users_en.json | 3322 +++++++++++++++ .../bankagent/bank-user/import requests.py | 44 + summer-ospp/bankagent/bank-user/recommend.py | 62 + .../bankagent/bank-user/test_encoding.py | 168 + summer-ospp/bankagent/bank-user/tickets.json | 24 + .../tts_output/tts_1756829743_72ba418a.wav | Bin 0 -> 46 bytes .../tts_output/tts_1756829756_5376c557.wav | Bin 0 -> 173516 bytes .../tts_output/tts_1756830130_8a85d874.mp3 | 0 .../tts_output/tts_1756830146_28f86ac2.mp3 | 0 .../tts_output/tts_1756830211_9c7b6118.mp3 | 0 .../tts_output/tts_1756830216_77067789.mp3 | 0 .../tts_output/tts_1756830434_a85104c0.mp3 | 0 .../tts_output/tts_1756830781_692ca7c4.mp3 | 0 .../tts_output/tts_1756831088_c77b1acf.wav | Bin 0 -> 264644 bytes .../tts_output/tts_1756831319_a496db20.wav | Bin 0 -> 141164 bytes .../tts_output/tts_1756831349_df01d2a2.wav | Bin 0 -> 141164 bytes .../tts_output/tts_1756831449_f5b6ca4b.wav | Bin 0 -> 88244 bytes .../tts_output/tts_1756831884_2f6a4f0f.wav | Bin 0 -> 88244 bytes .../tts_output/tts_1756888938_65eee48d.mp3 | Bin 0 -> 122112 bytes .../tts_output/tts_1756889153_cbe6ad36.mp3 | Bin 0 -> 58464 bytes .../tts_output/tts_1756889166_3b9cdc32.mp3 | Bin 0 -> 58464 bytes .../tts_output/tts_1756891460_c497af3c.mp3 | Bin 0 -> 81648 bytes .../tts_output/tts_1756899931_6c5d2a09.mp3 | Bin 0 -> 62496 bytes summer-ospp/bankagent/bank-user/tts_server.py | 250 ++ summer-ospp/bankagent/bank-user/txt2word.py | 53 + .../bankagent/bank-user/user_profiles.json | 804 ++++ .../__pycache__/speech_client.cpython-39.pyc | Bin 0 -> 3169 bytes summer-ospp/bankagent/tencent_tts/app.py | 271 ++ summer-ospp/bankagent/tencent_tts/asr.py | 5 + .../audio_storage/tts_1758089607_18a71d18.mp3 | Bin 0 -> 163244 bytes .../audio_storage/tts_1758089809_b39f5610.mp3 | Bin 0 -> 163244 bytes .../audio_storage/tts_1758090393_8063f5ca.mp3 | Bin 0 -> 163244 bytes .../audio_storage/tts_1758091141_285f061d.mp3 | Bin 0 -> 233004 bytes .../bankagent/tencent_tts/english_output.mp3 | Bin 0 -> 265964 bytes summer-ospp/bankagent/tencent_tts/env.example | 11 + .../bankagent/tencent_tts/huaweicloud_sis.py | 102 + summer-ospp/bankagent/tencent_tts/luyin.py | 12 + .../bankagent/tencent_tts/requirements.txt | 6 + .../bankagent/tencent_tts/speech_client.py | 82 + .../bankagent/tencent_tts/test_english_tts.py | 64 + summer-ospp/bankagent/tencent_tts/tts.py | 9 + .../bankagent/tencent_tts/utils_audio.py | 57 + 59 files changed, 13339 insertions(+) create mode 100644 summer-ospp/bankagent/arsr_tts/app.py create mode 100644 summer-ospp/bankagent/arsr_tts/asr.py create mode 100644 summer-ospp/bankagent/arsr_tts/env.example create mode 100644 summer-ospp/bankagent/arsr_tts/huaweicloud_sis.py create mode 100644 summer-ospp/bankagent/arsr_tts/luyin.py create mode 100644 summer-ospp/bankagent/arsr_tts/requirements.txt create mode 100644 summer-ospp/bankagent/arsr_tts/tts.py create mode 100644 summer-ospp/bankagent/arsr_tts/utils_audio.py create mode 100644 summer-ospp/bankagent/bank-user/# dify_integration.py create mode 100644 summer-ospp/bankagent/bank-user/# generate_test_data.py create mode 100644 summer-ospp/bankagent/bank-user/# test_asr.py create mode 100644 summer-ospp/bankagent/bank-user/__pycache__/account_manager.cpython-39.pyc create mode 100644 summer-ospp/bankagent/bank-user/account_manager.py create mode 100644 summer-ospp/bankagent/bank-user/accounts.json create mode 100644 summer-ospp/bankagent/bank-user/app.py create mode 100644 summer-ospp/bankagent/bank-user/bank_users.json create mode 100644 summer-ospp/bankagent/bank-user/bank_users1.json create mode 100644 summer-ospp/bankagent/bank-user/bank_users_en.json create mode 100644 summer-ospp/bankagent/bank-user/import requests.py create mode 100644 summer-ospp/bankagent/bank-user/recommend.py create mode 100644 summer-ospp/bankagent/bank-user/test_encoding.py create mode 100644 summer-ospp/bankagent/bank-user/tickets.json create mode 100644 summer-ospp/bankagent/bank-user/tts_output/tts_1756829743_72ba418a.wav create mode 100644 summer-ospp/bankagent/bank-user/tts_output/tts_1756829756_5376c557.wav create mode 100644 summer-ospp/bankagent/bank-user/tts_output/tts_1756830130_8a85d874.mp3 create mode 100644 summer-ospp/bankagent/bank-user/tts_output/tts_1756830146_28f86ac2.mp3 create mode 100644 summer-ospp/bankagent/bank-user/tts_output/tts_1756830211_9c7b6118.mp3 create mode 100644 summer-ospp/bankagent/bank-user/tts_output/tts_1756830216_77067789.mp3 create mode 100644 summer-ospp/bankagent/bank-user/tts_output/tts_1756830434_a85104c0.mp3 create mode 100644 summer-ospp/bankagent/bank-user/tts_output/tts_1756830781_692ca7c4.mp3 create mode 100644 summer-ospp/bankagent/bank-user/tts_output/tts_1756831088_c77b1acf.wav create mode 100644 summer-ospp/bankagent/bank-user/tts_output/tts_1756831319_a496db20.wav create mode 100644 summer-ospp/bankagent/bank-user/tts_output/tts_1756831349_df01d2a2.wav create mode 100644 summer-ospp/bankagent/bank-user/tts_output/tts_1756831449_f5b6ca4b.wav create mode 100644 summer-ospp/bankagent/bank-user/tts_output/tts_1756831884_2f6a4f0f.wav create mode 100644 summer-ospp/bankagent/bank-user/tts_output/tts_1756888938_65eee48d.mp3 create mode 100644 summer-ospp/bankagent/bank-user/tts_output/tts_1756889153_cbe6ad36.mp3 create mode 100644 summer-ospp/bankagent/bank-user/tts_output/tts_1756889166_3b9cdc32.mp3 create mode 100644 summer-ospp/bankagent/bank-user/tts_output/tts_1756891460_c497af3c.mp3 create mode 100644 summer-ospp/bankagent/bank-user/tts_output/tts_1756899931_6c5d2a09.mp3 create mode 100644 summer-ospp/bankagent/bank-user/tts_server.py create mode 100644 summer-ospp/bankagent/bank-user/txt2word.py create mode 100644 summer-ospp/bankagent/bank-user/user_profiles.json create mode 100644 summer-ospp/bankagent/tencent_tts/__pycache__/speech_client.cpython-39.pyc create mode 100644 summer-ospp/bankagent/tencent_tts/app.py create mode 100644 summer-ospp/bankagent/tencent_tts/asr.py create mode 100644 summer-ospp/bankagent/tencent_tts/audio_storage/tts_1758089607_18a71d18.mp3 create mode 100644 summer-ospp/bankagent/tencent_tts/audio_storage/tts_1758089809_b39f5610.mp3 create mode 100644 summer-ospp/bankagent/tencent_tts/audio_storage/tts_1758090393_8063f5ca.mp3 create mode 100644 summer-ospp/bankagent/tencent_tts/audio_storage/tts_1758091141_285f061d.mp3 create mode 100644 summer-ospp/bankagent/tencent_tts/english_output.mp3 create mode 100644 summer-ospp/bankagent/tencent_tts/env.example create mode 100644 summer-ospp/bankagent/tencent_tts/huaweicloud_sis.py create mode 100644 summer-ospp/bankagent/tencent_tts/luyin.py create mode 100644 summer-ospp/bankagent/tencent_tts/requirements.txt create mode 100644 summer-ospp/bankagent/tencent_tts/speech_client.py create mode 100644 summer-ospp/bankagent/tencent_tts/test_english_tts.py create mode 100644 summer-ospp/bankagent/tencent_tts/tts.py create mode 100644 summer-ospp/bankagent/tencent_tts/utils_audio.py diff --git a/summer-ospp/bankagent/arsr_tts/app.py b/summer-ospp/bankagent/arsr_tts/app.py new file mode 100644 index 00000000..a7277fd4 --- /dev/null +++ b/summer-ospp/bankagent/arsr_tts/app.py @@ -0,0 +1,48 @@ +from fastapi import FastAPI, UploadFile, File, Header, HTTPException +from fastapi.responses import StreamingResponse, JSONResponse +import io +from utils_audio import ensure_wav16k_mono +from asr import asr_recognize_bytes +from tts import tts_wav_bytes, tts_wav_base64 + +# 固定 API Key，直接在代码里写死 +_API_KEY = "super_secret_12345" + +def _auth(x_api_key: str = Header(default=None, alias="X-API-Key")): + if x_api_key != _API_KEY: + raise HTTPException(status_code=401, detail="Unauthorized") + +app = FastAPI(title="Bank Agent ASR/TTS", version="0.1.0") + +@app.post("/asr") +async def asr_endpoint( + file: UploadFile = File(...), + x_api_key: str = Header(default=None, alias="X-API-Key") +): + _auth(x_api_key) + raw = await file.read() + wav16k = ensure_wav16k_mono(raw) + text = asr_recognize_bytes(wav16k) + return JSONResponse({"text": text}) + +@app.post("/tts/wav") +async def tts_wav_endpoint( + text: str, + x_api_key: str = Header(default=None, alias="X-API-Key") +): + _auth(x_api_key) + wav = tts_wav_bytes(text) + return StreamingResponse(io.BytesIO(wav), media_type="audio/wav") + +@app.post("/tts/base64") +async def tts_b64_endpoint( + text: str, + x_api_key: str = Header(default=None, alias="X-API-Key") +): + _auth(x_api_key) + b64 = tts_wav_base64(text) + return JSONResponse({"audio_base64": b64, "mime": "audio/wav"}) + +@app.get("/healthz") +def healthz(): + return {"ok": True} diff --git a/summer-ospp/bankagent/arsr_tts/asr.py b/summer-ospp/bankagent/arsr_tts/asr.py new file mode 100644 index 00000000..b107f2c2 --- /dev/null +++ b/summer-ospp/bankagent/arsr_tts/asr.py @@ -0,0 +1,5 @@ +# asr.py +from huaweicloud_sis import asr_short_sentence_wav16k + +def asr_recognize_bytes(wav16k_bytes: bytes) -> str: + return asr_short_sentence_wav16k(wav16k_bytes, lang="en_us") diff --git a/summer-ospp/bankagent/arsr_tts/env.example b/summer-ospp/bankagent/arsr_tts/env.example new file mode 100644 index 00000000..6a417e25 --- /dev/null +++ b/summer-ospp/bankagent/arsr_tts/env.example @@ -0,0 +1,11 @@ +# 必填 +export HUAWEI_AK="HPUAT6HFEYS1ZK55LT60" +export HUAWEI_SK="6CYfD5a0x5bbkUxPm3tM2o9NCgTJ0CYPdWrITIHa" +export HUAWEI_PROJECT_ID="01f29acd906249abb46328f2cab3d2f5" # 形如 3e77...bcc +export HUAWEI_REGION="cn-north-4" + +# 可选：覆盖默认 endpoint；公网用 sis-ext，若后续走VPCEP就换成私网域名 +export HUAWEI_SIS_ENDPOINT="https://sis-ext.cn-north-4.myhuaweicloud.com" + +# 本服务 API Key（防止被未授权调用） +export BANK_ASR_TTS_API_KEY="super_secret_12345" diff --git a/summer-ospp/bankagent/arsr_tts/huaweicloud_sis.py b/summer-ospp/bankagent/arsr_tts/huaweicloud_sis.py new file mode 100644 index 00000000..cb8fd9d5 --- /dev/null +++ b/summer-ospp/bankagent/arsr_tts/huaweicloud_sis.py @@ -0,0 +1,102 @@ +# huaweicloud_sis.py +import os, hmac, hashlib, base64, json, datetime, requests +from typing import Tuple + +AK = os.getenv("HUAWEI_AK") +SK = os.getenv("HUAWEI_SK") +PROJECT_ID = os.getenv("HUAWEI_PROJECT_ID") +REGION = os.getenv("HUAWEI_REGION", "cn-north-4") +SIS_ENDPOINT = os.getenv("HUAWEI_SIS_ENDPOINT", f"https://sis-ext.{REGION}.myhuaweicloud.com").rstrip("/") + +if not (AK and SK and PROJECT_ID): + raise RuntimeError("请先设置 HUAWEI_AK / HUAWEI_SK / HUAWEI_PROJECT_ID（必填），HUAWEI_REGION 可选，HUAWEI_SIS_ENDPOINT 可选") + +def _utc_iso() -> str: + # 形如：20250829T080102Z + return datetime.datetime.utcnow().strftime("%Y%m%dT%H%M%SZ") + +def _canonical_request(method: str, path: str, query: str, headers: dict, body: bytes) -> Tuple[str, str]: + # 规范化 header：host + x-sdk-date 必须；其余按需增加 + # 注意：Host 必须与实际域名一致 + host = SIS_ENDPOINT.replace("https://", "").replace("http://", "") + x_sdk_date = headers.get("X-Sdk-Date") or _utc_iso() + headers["Host"] = host + headers["X-Sdk-Date"] = x_sdk_date + + # 参与签名的头（小写、按字典序） + signed_header_keys = ["host", "x-sdk-date"] + canonical_headers = f"host:{host}\n" + f"x-sdk-date:{x_sdk_date}\n" + signed_headers = ";".join(signed_header_keys) + + # body sha256 + payload_hash = hashlib.sha256(body or b"").hexdigest() + + # path & query 已经是规范形式（path 形如 /v1/{project_id}/tts） + canonical = "\n".join([ + method.upper(), + path, + query or "", + canonical_headers, + signed_headers, + payload_hash + ]) + return canonical, signed_headers + +def _sign(method: str, path: str, query: str, body: bytes, extra_headers: dict = None) -> dict: + """返回带 Authorization 的 headers；采用华为云 APIG V2 简化签名""" + headers = {"Content-Type": "application/json"} + if extra_headers: + headers.update(extra_headers) + canonical, signed_headers = _canonical_request(method, path, query, headers, body) + string_to_sign = canonical.encode("utf-8") + signature = hmac.new(SK.encode("utf-8"), string_to_sign, hashlib.sha256).hexdigest() + auth = f"HMAC-SHA256 Credential={AK}, SignedHeaders={signed_headers}, Signature={signature}" + headers["Authorization"] = auth + return headers + +def _request_json(method: str, url: str, path: str, body: dict, timeout: int = 60) -> dict: + body_bytes = json.dumps(body, ensure_ascii=False).encode("utf-8") + headers = _sign(method, path, "", body_bytes) + resp = requests.request(method, url, headers=headers, data=body_bytes, timeout=timeout) + if resp.status_code >= 300: + raise RuntimeError(f"SIS HTTP {resp.status_code}: {resp.text}") + return resp.json() + +# ===================== 一句话识别（短音频，<=1min，<=10MB） ===================== +def asr_short_sentence_wav16k(wav_bytes: bytes, lang="en_us") -> str: + # 参考属性：英文 16k + prop = "english_16k" if lang.lower().startswith("en") else "chinese_16k_general" + b64 = base64.b64encode(wav_bytes).decode("utf-8") + path = f"/v1/{PROJECT_ID}/short-audio" + url = f"{SIS_ENDPOINT}{path}" + body = { + "config": { + "audio_format": "wav", + "property": prop, + "add_punc": "yes" + }, + "data": b64 + } + data = _request_json("POST", url, path, body, timeout=90) + # 返回结构通常为 {"result":{"text":"..."}} + return (data.get("result") or {}).get("text", "") + +# ===================== 文本转语音（TTS） ===================== +def tts_text_to_wav(text: str, lang="en_us") -> bytes: + prop = "english_common" if lang.lower().startswith("en") else "chinese_xiaoyan_common" + path = f"/v1/{PROJECT_ID}/tts" + url = f"{SIS_ENDPOINT}{path}" + body = { + "text": text, + "config": { + "audio_format": "wav", + "sample_rate": "16000", + "property": prop + } + } + data = _request_json("POST", url, path, body, timeout=90) + # 返回结构通常为 {"result":{"data":"base64", "format":"wav"}} + b64 = (data.get("result") or {}).get("data", "") + if not b64: + raise RuntimeError(f"TTS返回空：{data}") + return base64.b64decode(b64) diff --git a/summer-ospp/bankagent/arsr_tts/luyin.py b/summer-ospp/bankagent/arsr_tts/luyin.py new file mode 100644 index 00000000..43dce716 --- /dev/null +++ b/summer-ospp/bankagent/arsr_tts/luyin.py @@ -0,0 +1,12 @@ +import sounddevice as sd +import soundfile as sf + +fs = 16000 # 采样率 +seconds = 3 # 录音时长 + +print("开始录音...") +audio = sd.rec(int(seconds * fs), samplerate=fs, channels=1, dtype='int16') +sd.wait() +print("录音完成，保存为 sample.wav") + +sf.write("sample.wav", audio, fs) diff --git a/summer-ospp/bankagent/arsr_tts/requirements.txt b/summer-ospp/bankagent/arsr_tts/requirements.txt new file mode 100644 index 00000000..409e6181 --- /dev/null +++ b/summer-ospp/bankagent/arsr_tts/requirements.txt @@ -0,0 +1,6 @@ +fastapi==0.111.0 +uvicorn[standard]==0.30.0 +requests==2.32.3 +soundfile==0.12.1 +numpy==1.26.4 +python-multipart==0.0.9 \ No newline at end of file diff --git a/summer-ospp/bankagent/arsr_tts/tts.py b/summer-ospp/bankagent/arsr_tts/tts.py new file mode 100644 index 00000000..0bea0e6b --- /dev/null +++ b/summer-ospp/bankagent/arsr_tts/tts.py @@ -0,0 +1,9 @@ +# tts.py +import base64 +from huaweicloud_sis import tts_text_to_wav + +def tts_wav_bytes(text: str) -> bytes: + return tts_text_to_wav(text, lang="en_us") + +def tts_wav_base64(text: str) -> str: + return base64.b64encode(tts_wav_bytes(text)).decode("utf-8") diff --git a/summer-ospp/bankagent/arsr_tts/utils_audio.py b/summer-ospp/bankagent/arsr_tts/utils_audio.py new file mode 100644 index 00000000..100dfe53 --- /dev/null +++ b/summer-ospp/bankagent/arsr_tts/utils_audio.py @@ -0,0 +1,57 @@ +# utils_audio.py —— 无需 soundfile；优先使用 ffmpeg，失败则纯 Python WAV 兜底 +import io, os, shutil, subprocess, numpy as np, wave + +def _has_ffmpeg(): + return shutil.which("ffmpeg") is not None + +def _resample_linear(x: np.ndarray, src_sr: int, dst_sr: int) -> np.ndarray: + if src_sr == dst_sr: + return x.astype(np.float32) + t_old = np.linspace(0, len(x)/src_sr, num=len(x), endpoint=False) + t_new = np.linspace(0, len(x)/src_sr, num=int(len(x)*dst_sr/src_sr), endpoint=False) + y = np.interp(t_new, t_old, x).astype(np.float32) + return y + +def _wav_bytes_to_np(raw_bytes: bytes): + # 兜底方案，仅支持 PCM WAV + bio = io.BytesIO(raw_bytes) + with wave.open(bio, 'rb') as wf: + n_channels = wf.getnchannels() + sampwidth = wf.getsampwidth() + framerate = wf.getframerate() + n_frames = wf.getnframes() + pcm = wf.readframes(n_frames) + if sampwidth == 2: + dtype = np.int16 + data = np.frombuffer(pcm, dtype=dtype).astype(np.float32) / 32768.0 + else: + data = np.frombuffer(pcm, dtype=np.uint8).astype(np.float32) + data = (data - 128.0) / 128.0 + if n_channels > 1: + data = data.reshape(-1, n_channels).mean(axis=1) + return data, int(framerate) + +def ensure_wav16k_mono(raw_bytes: bytes) -> bytes: + """将任意输入音频转成 16kHz/mono 的 WAV（bytes）""" + if _has_ffmpeg(): + try: + p = subprocess.run( + ["ffmpeg", "-hide_banner", "-loglevel", "error", + "-i", "pipe:0", "-f", "wav", "-ar", "16000", "-ac", "1", "pipe:1"], + input=raw_bytes, stdout=subprocess.PIPE, stderr=subprocess.PIPE, check=True + ) + return p.stdout + except subprocess.CalledProcessError: + pass + + # 没有 ffmpeg，兜底：只能处理 WAV + data, sr = _wav_bytes_to_np(raw_bytes) + data = _resample_linear(data, sr, 16000) + bio = io.BytesIO() + with wave.open(bio, 'wb') as wf: + wf.setnchannels(1) + wf.setsampwidth(2) # 16-bit PCM + wf.setframerate(16000) + pcm = np.clip(data * 32767.0, -32768, 32767).astype(np.int16).tobytes() + wf.writeframes(pcm) + return bio.getvalue() diff --git a/summer-ospp/bankagent/bank-user/# dify_integration.py b/summer-ospp/bankagent/bank-user/# dify_integration.py new file mode 100644 index 00000000..327ae5f5 --- /dev/null +++ b/summer-ospp/bankagent/bank-user/# dify_integration.py @@ -0,0 +1,26 @@ +# dify_integration.py +from account_manager import AccountManager + +account_manager = AccountManager() + +def authenticate_user(username, password): + """用于Dify认证的API端点""" + account = account_manager.authenticate(username, password) + if account: + return { + "success": True, + "user_id": account['user_id'], + "account_type": account['account_type'] + } + return {"success": False, "message": "Invalid credentials"} + +def get_account_info(user_id): + """获取账户信息供智能体使用""" + account = account_manager.get_account(user_id) + if account: + return { + "balance": account['account_balance'], + "phone": account['phone'], + "transactions": account['transactions'] + } + return None \ No newline at end of file diff --git a/summer-ospp/bankagent/bank-user/# generate_test_data.py b/summer-ospp/bankagent/bank-user/# generate_test_data.py new file mode 100644 index 00000000..395490d9 --- /dev/null +++ b/summer-ospp/bankagent/bank-user/# generate_test_data.py @@ -0,0 +1,37 @@ +# generate_test_data.py +import json +import random +import hashlib +from datetime import datetime, timedelta + +def generate_accounts(num=10): + accounts = [] + for i in range(1, num+1): + user_id = f"100{i:02d}" + accounts.append({ + "user_id": user_id, + "username": f"customer{i}", + "password": hashlib.sha256(f"Password123!{i}".encode()).hexdigest(), + "phone": f"13800138{random.randint(100,999)}", + "account_type": random.choice(["personal", "business"]), + "account_balance": round(random.uniform(1000, 1000000), 2), + "last_login": (datetime.utcnow() - timedelta(days=random.randint(0,30))).isoformat() + 'Z', + "transactions": generate_transactions() + }) + return accounts + +def generate_transactions(max_txns=5): + txns = [] + for i in range(random.randint(1, max_txns)): + txns.append({ + "id": f"txn{random.randint(1000,9999)}", + "date": (datetime.utcnow() - timedelta(days=random.randint(1,90))).strftime("%Y-%m-%d"), + "amount": round(random.uniform(10, 10000), 2), + "type": random.choice(["deposit", "withdrawal", "transfer"]) + }) + return txns + +if __name__ == "__main__": + accounts = generate_accounts() + with open('bank_users.json', 'w') as f: + json.dump(accounts, f, indent=2) \ No newline at end of file diff --git a/summer-ospp/bankagent/bank-user/# test_asr.py b/summer-ospp/bankagent/bank-user/# test_asr.py new file mode 100644 index 00000000..4fd28b10 --- /dev/null +++ b/summer-ospp/bankagent/bank-user/# test_asr.py @@ -0,0 +1,39 @@ +# test_asr.py +import requests +import os + +def test_asr(): + """测试ASR功能""" + print("测试语音识别功能...") + + # 你可以录制一个英文语音文件来测试，或者使用现有的 + test_audio_file = "E:\guolei\Documents\bank-user\tts_output\tts_1756829756_5376c557.wav" # 替换为你的测试文件 + + if not os.path.exists(test_audio_file): + print("请先创建一个测试音频文件") + return + + try: + with open(test_audio_file, 'rb') as f: + files = {'audio': (test_audio_file, f, 'audio/wav')} + data = {'language': 'en'} + + response = requests.post( + "http://127.0.0.1:8080/asr/transcribe", + files=files, + data=data, + timeout=30 + ) + + print(f"状态码: {response.status_code}") + if response.status_code == 200: + result = response.json() + print(f"识别结果: {result}") + else: + print(f"错误: {response.text}") + + except Exception as e: + print(f"测试失败: {e}") + +if __name__ == "__main__": + test_asr() \ No newline at end of file diff --git a/summer-ospp/bankagent/bank-user/__pycache__/account_manager.cpython-39.pyc b/summer-ospp/bankagent/bank-user/__pycache__/account_manager.cpython-39.pyc new file mode 100644 index 0000000000000000000000000000000000000000..686ff3ff62d0344c257524c69e9553043e1d717d GIT binary patch literal 2040 zcmZ`)O>f&q5Zzg>C`y(U#Ry_MaoaR#f$~tn4cZH@{}6jaMln4uZ%Zz%3&1!+mM)klq%F(XmZT#q*xIrxH?S?sn%ueBWRNkRWo!yFv_6;Yh+RU< zwM>N;`zKL9G|RKaASXlFn!l#;I<< z4B}T`k94To^R@n<$hJ9rYaHK?;wbg~GNmQZFtA~~{bU7Kb1|y}G-G}d8V8>o(Q|ah z2Pq;s1qtW;pS=mBd}?JdgJT3PnZWzp0(OizzhQcRpFw`VKzq#MyMm?S?Qcb2m)YzE z&fCXzNHlL5P;SYHWEjRdVk3wnBZwVy`w*#WCFvnbA%9jXQI}j*Fd+jcIWdLVz#c_7 z$eo(4Z z3c0WpCB-7mV9IA~22*Q>lBg1PyTX)vf$sIAm!7SA!K3fKH+C3z5*d1xUig=cx}i?p zxfaea(E2P6e%&SB?IZ4zYNYys>qqtO|YL5&BLdKAW 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except FileNotFoundError: + return [] + + def _save_accounts(self): + with open(self.json_file, 'w') as f: + json.dump(self.accounts, f, indent=2) + + def hash_password(self, password): + return hashlib.sha256(password.encode()).hexdigest() + + def authenticate(self, username, password): + hashed_pw = self.hash_password(password) + for account in self.accounts: + if account['username'] == username and account['password'] == hashed_pw: + account['last_login'] = datetime.utcnow().isoformat() + 'Z' + self._save_accounts() + return account + return None + + def get_account(self, user_id): + for account in self.accounts: + if account['user_id'] == user_id: + return account + return None + + def update_account(self, user_id, updates): + for i, account in enumerate(self.accounts): + if account['user_id'] == user_id: + self.accounts[i].update(updates) + self._save_accounts() + return True + return False \ No newline at end of file diff --git a/summer-ospp/bankagent/bank-user/accounts.json b/summer-ospp/bankagent/bank-user/accounts.json new file mode 100644 index 00000000..8734d176 --- /dev/null +++ b/summer-ospp/bankagent/bank-user/accounts.json @@ -0,0 +1,322 @@ +[ + { + "user_id": "10001", + "username": "customer1", + "password": "8af81c3b9d9f5d902561a779e6d37decb9fc5858e004e32a6eb514a92f2d0bfb", + "phone": "13800138107", + "account_type": "personal", + "account_balance": 234217.46, + "last_login": "2025-07-02T07:41:43.780175Z", + "transactions": [ + { + "id": "txn6124", + "date": "2025-05-09", + "amount": 9249.67, + "type": "transfer" + }, + { + "id": "txn6358", + "date": "2025-07-10", + "amount": 4263.38, + "type": "withdrawal" + }, + { + "id": "txn3689", + "date": "2025-04-29", + "amount": 8558.66, + "type": "withdrawal" + } + ] + }, + { + "user_id": "10002", + "username": "customer2", + "password": "1d3f3605f8b5373d88e5e92593f990e2d23c336250b8cdc420f0ca7cbfa8c20d", + "phone": "13800138721", + "account_type": "business", + "account_balance": 829808.13, + "last_login": "2025-07-09T07:41:43.780175Z", + "transactions": [ + { + "id": "txn6753", + "date": "2025-06-14", + "amount": 3309.07, + "type": "transfer" + }, + { + "id": "txn4797", + "date": "2025-04-21", + "amount": 652.15, + "type": "withdrawal" + }, + { + "id": "txn6183", + "date": "2025-04-24", + "amount": 6334.77, + "type": "withdrawal" + }, + { + "id": "txn5757", + "date": "2025-06-23", + "amount": 5702.16, + "type": "deposit" + } + ] + }, + { + "user_id": "10003", + "username": "customer3", + "password": "597c9ccb46ebe29a6f8eb7f55f90533bd5943a87d50926fb3850667ad19dc3c2", + "phone": "13800138729", + "account_type": "personal", + "account_balance": 937734.06, + "last_login": "2025-07-05T07:41:43.780175Z", + "transactions": [ + { + "id": "txn7990", + "date": "2025-06-08", + "amount": 7627.04, + "type": "transfer" + }, + { + "id": "txn4376", + "date": "2025-07-13", + "amount": 8529.0, + "type": "transfer" + }, + { + "id": "txn1179", + "date": "2025-05-17", + "amount": 3738.13, + "type": "withdrawal" + }, + { + "id": "txn2730", + "date": "2025-05-14", + "amount": 1663.73, + "type": "withdrawal" + }, + { + "id": "txn1066", + "date": "2025-06-15", + "amount": 1387.96, + "type": "withdrawal" + } + ] + }, + { + "user_id": "10004", + "username": "customer4", + "password": "9ff49c3319cfe44e32ce0e45f2ac03e844ca0018752743b2d6aa787a96bce7c2", + "phone": "13800138525", + "account_type": "personal", + "account_balance": 945917.47, + "last_login": "2025-07-09T07:41:43.780175Z", + "transactions": [ + { + "id": "txn7714", + "date": "2025-06-13", + "amount": 4575.7, + "type": "withdrawal" + }, + { + "id": "txn8948", + "date": "2025-07-09", + "amount": 5732.32, + "type": "withdrawal" + }, + { + "id": "txn4681", + "date": "2025-05-01", + "amount": 438.3, + "type": "transfer" + } + ] + }, + { + "user_id": "10005", + "username": "customer5", + "password": "a4dd171ed8d6cd1a9cf49b7e1a6a950aafd3dd2dfc367bd9732ee1373d0045f3", + "phone": "13800138315", + "account_type": "business", + "account_balance": 103551.38, + "last_login": "2025-06-24T07:41:43.780175Z", + "transactions": [ + { + "id": "txn3169", + "date": "2025-05-05", + "amount": 762.05, + "type": "deposit" + }, + { + "id": "txn8725", + "date": "2025-06-10", + "amount": 538.61, + "type": "deposit" + }, + { + "id": "txn2751", + "date": "2025-05-09", + "amount": 7424.85, + "type": "transfer" + }, + { + "id": "txn5671", + "date": "2025-05-26", + "amount": 7941.67, + "type": "withdrawal" + }, + { + "id": "txn4290", + "date": "2025-07-06", + "amount": 6917.5, + "type": "deposit" + } + ] + }, + { + "user_id": "10006", + "username": "customer6", + "password": "450a792bdbc9296a1573ff332fe8cc3d5f99468322452208435f6a95669bf4a8", + "phone": "13800138616", + "account_type": "business", + "account_balance": 648550.25, + "last_login": "2025-06-22T07:41:43.780175Z", + "transactions": [ + { + "id": "txn2637", + "date": "2025-07-03", + "amount": 6977.04, + "type": "transfer" + }, + { + "id": "txn4553", + "date": "2025-05-16", + "amount": 6347.8, + "type": "deposit" + } + ] + }, + { + "user_id": "10007", + "username": "customer7", + "password": "2aa88297d3536a340855b0422df832b43b0a450f7cefe23a097e896199805894", + "phone": "13800138469", + "account_type": "personal", + "account_balance": 40888.19, + "last_login": "2025-06-18T07:41:43.780175Z", + "transactions": [ + { + "id": "txn6706", + "date": "2025-05-24", + "amount": 5094.16, + "type": "transfer" + }, + { + "id": "txn2052", + "date": "2025-04-29", + "amount": 996.17, + "type": "withdrawal" + }, + { + "id": "txn9779", + "date": "2025-04-29", + "amount": 4584.1, + "type": "deposit" + }, + { + "id": "txn9492", + "date": "2025-06-19", + "amount": 3696.52, + "type": "transfer" + }, + { + "id": "txn7805", + "date": "2025-04-27", + "amount": 7653.58, + "type": "deposit" + } + ] + }, + { + "user_id": "10008", + "username": "customer8", + "password": "835ffb581a477770a5d0fea900c54af3d55ef6d3cc972860cd1e16f70854d748", + "phone": "13800138750", + "account_type": "personal", + "account_balance": 877665.97, + "last_login": "2025-07-06T07:41:43.780175Z", + "transactions": [ + { + "id": "txn3723", + "date": "2025-05-14", + "amount": 9481.56, + "type": "withdrawal" + }, + { + "id": "txn7582", + "date": "2025-07-07", + "amount": 39.02, + "type": "deposit" + }, + { + "id": "txn5261", + "date": "2025-05-25", + "amount": 7928.78, + "type": "transfer" + } + ] + }, + { + "user_id": "10009", + "username": "customer9", + "password": "5070d27306c2b2e94641b05ed5ebb7f1d8f3f9f873647db64f002a54517ba6fe", + "phone": "13800138914", + "account_type": "personal", + "account_balance": 140305.3, + "last_login": "2025-07-13T07:41:43.780175Z", + "transactions": [ + { + "id": "txn9467", + "date": "2025-05-21", + "amount": 9388.58, + "type": "transfer" + }, + { + "id": "txn3819", + "date": "2025-07-10", + "amount": 6530.43, + "type": "deposit" + }, + { + "id": "txn4359", + "date": "2025-06-18", + "amount": 2497.94, + "type": "withdrawal" + } + ] + }, + { + "user_id": "10010", + "username": "customer10", + "password": "7aad492fabb3d0becf84256b5755573e69ad0ff48d02d1d1a08a1f8380e0d43f", + "phone": "13800138335", + "account_type": "business", + "account_balance": 531803.65, + "last_login": "2025-06-28T07:41:43.780175Z", + "transactions": [ + { + "id": "txn4425", + "date": "2025-05-22", + "amount": 5138.09, + "type": "deposit" + }, + { + "id": "txn4427", + "date": "2025-06-12", + "amount": 555.06, + "type": "transfer" + } + ] + } +] \ No newline at end of file diff --git a/summer-ospp/bankagent/bank-user/app.py b/summer-ospp/bankagent/bank-user/app.py new file mode 100644 index 00000000..f20c40ca --- /dev/null +++ b/summer-ospp/bankagent/bank-user/app.py @@ -0,0 +1,329 @@ +from flask import Flask, request, jsonify +import json +import hashlib +import os, time, threading + +app = Flask(__name__) + +# ======= 数据加载 ======= +with open('bank_users.json', 'r', encoding='utf-8') as f: + users = json.load(f)["userData"] + +# 可选：画像文件，用于投资推荐（若没有该文件，请先生成或按需调整） +try: + with open('user_profiles.json', 'r', encoding='utf-8') as f: + user_profiles = {u["userId"]: u for u in json.load(f)["users"]} +except Exception: + user_profiles = {} # 没有画像文件时置空，也能跑，只是推荐逻辑将退化为保守方案 + +# ======= 投诉数据文件（最小持久化） ======= +TICKETS_FILE = 'tickets.json' +_tickets_lock = threading.Lock() + +def _load_tickets(): + if not os.path.exists(TICKETS_FILE): + return {"tickets": []} + with open(TICKETS_FILE, 'r', encoding='utf-8') as f: + return json.load(f) + +def _save_tickets(data): + with _tickets_lock: + with open(TICKETS_FILE, 'w', encoding='utf-8') as f: + json.dump(data, f, ensure_ascii=False, indent=2) + +def _gen_ticket_id(): + # TKT-YYYYMMDD-abcdef（毫秒简化） + return f"TKT-{time.strftime('%Y%m%d')}-{int(time.time()*1000)%1000000:06d}" + +def _now_iso(): + return time.strftime('%Y-%m-%dT%H:%M:%SZ', time.gmtime()) + + +# ======= 工具函数 ======= +def md5_hash(text: str) -> str: + return hashlib.md5(text.encode('utf-8')).hexdigest() + +def find_user_by_phone_password(phone: str, password_plain: str): + """根据手机号+明文密码返回用户对象，不存在返回 None""" + if not phone or not password_plain: + return None + hashed = md5_hash(password_plain) + for u in users: + if u.get('phoneNumber') == phone and u.get('password') == hashed: + return u + return None + +def find_user_by_id(user_id: str): + for u in users: + if u.get('userId') == user_id: + return u + return None + +def recommend_by_profile(profile: dict): + """ + 基于画像给出示例推荐清单。 + 你可按业务需求替换成更精细的规则或模型打分。 + """ + risk = (profile.get("riskLevel") or "low").lower() + exp = (profile.get("investmentExperience") or "none").lower() + income = (profile.get("incomeLevel") or "low").lower() + + # 简单规则示例 + if risk == "high": + products = [ + "Tech Growth Fund", + "Crypto Index ETF", + "AI Startups Portfolio" + ] + elif risk == "medium": + if exp in ["advanced", "moderate"]: + products = [ + "Global Equity Fund", + "Balanced Income Fund", + "Emerging Market ETF" + ] + else: + products = [ + "Balanced Income Fund", + "Index Bond Fund" + ] + else: # low + products = [ + "Government Bond Fund", + "Fixed Income ETF", + "Capital Protection Plan" + ] + + # 可按收入微调（演示） + if income == "high" and "Capital Protection Plan" in products: + products.remove("Capital Protection Plan") + products.append("Investment-Grade Corporate Bond Fund") + + return products + + +# ======= 接口实现 ======= + +# 🔐 用户认证 +@app.route('/api/authenticate', methods=['POST']) +def authenticate_user(): + data = request.get_json(silent=True) or {} + phone_number = data.get("phoneNumber") + password = data.get("password") + if not phone_number or not password: + return jsonify({"status": "fail", "message": "Missing phoneNumber or password"}), 400 + + user = find_user_by_phone_password(phone_number, password) + if user: + summary_text = ( + f"{user['username']}, you have successfully logged in. " + f"Your account type is {user['accountType']}, and your level is {user['accountLevel']}." + ) + return jsonify({ + "userId": user['userId'], + "username": user['username'], + "accountLevel": user['accountLevel'], + "accountType": user['accountType'], + "status": "active", + "text": summary_text + }) + return jsonify({"status": "fail", "message": "Authentication failed"}), 401 + + +# 💰 余额查询 +@app.route('/api/balance', methods=['POST']) +def balance_query(): + data = request.get_json(silent=True) or {} + phone_number = data.get("phoneNumber") + password = data.get("password") + if not phone_number or not password: + return jsonify({"error": "Missing phoneNumber or password"}), 400 + + user = find_user_by_phone_password(phone_number, password) + if user: + return jsonify({ + "username": user['username'], + "accountBalance": user['accountBalance'], + "accountLevel": user['accountLevel'], + "text": f"{user['username']}, your current account balance is {user['accountBalance']:,.2f} RMB." + }) + return jsonify({"error": "Unauthorized or user not found"}), 401 + + +# 📄 交易记录查询 +@app.route('/api/transactions', methods=['POST']) +def transaction_query(): + data = request.get_json(silent=True) or {} + phone_number = data.get("phoneNumber") + password = data.get("password") + if not phone_number or not password: + return jsonify({"error": "Missing phoneNumber or password"}), 400 + + user = find_user_by_phone_password(phone_number, password) + if user: + transactions = user.get('transactions', []) + summary = [] + for tx in transactions[:3]: # 仅摘要前三条 + ts = tx.get('timestamp', 'N/A') + ttype = tx.get('type', 'N/A') + amt = tx.get('amount', 0.0) + summary.append(f"{ts}: {ttype} of {amt:,.2f} RMB") + summary_text = ( + f"{user['username']}, here are your recent transactions: " + "; ".join(summary) + "." + if summary else f"{user['username']}, no recent transactions were found." + ) + return jsonify({ + "username": user['username'], + "transactions": transactions, + "text": summary_text + }) + return jsonify({"error": "Unauthorized"}), 401 + + +# 🧠 投资产品推荐 +# 入参优先级：userId > (phoneNumber + password) +# 返回字段：username, recommendedProducts[], summary（并镜像到 text，便于 Dify 映射为主输出） +@app.route('/api/recommend', methods=['POST']) +def recommend_products(): + data = request.get_json(silent=True) or {} + print("[/api/recommend] body:", data) + + # 1) 优先使用 userId + user_id = data.get("userId") + user = None + if user_id: + user = find_user_by_id(user_id) + print(f" lookup by userId={user_id} -> {bool(user)}") + + # 2) 若无 userId，则允许用 phoneNumber + password 先认证 + if not user and ("phoneNumber" in data and "password" in data): + phone = data.get("phoneNumber") + password = data.get("password") + user = find_user_by_phone_password(phone, password) + print(f" lookup by phone={phone} -> {bool(user)}") + + if not user: + return jsonify({"error": "User not found or unauthorized. Please provide valid userId or phoneNumber/password."}), 401 + + # 3) 画像获取 + profile = user_profiles.get(user["userId"], { + "userId": user["userId"], + "username": user["username"], + "riskLevel": "low", + "incomeLevel": "low", + "investmentExperience": "none" + }) + products = recommend_by_profile(profile) + + summary = ( + f"Hello {user['username']}, based on your profile (Risk: {profile.get('riskLevel', 'low')}, " + f"Income: {profile.get('incomeLevel', 'low')}), we recommend: {', '.join(products)}." + ) + + return jsonify({ + "username": user["username"], + "recommendedProducts": products, + "summary": summary, + "text": summary + }) + + +# ===================== 投诉接口 ===================== + +def _ensure_user_by_payload(data): + """ + 支持两种方式关联用户： + 1) 直接传 userId + 2) 传 phoneNumber + password（明文），后端校验 + （如你已实现 Bearer token，可在此处优先校验 Authorization 头） + """ + # 1) userId + user_id = data.get("userId") + if user_id: + u = find_user_by_id(user_id) + if u: + return u + + # 2) phoneNumber + password + phone = data.get("phoneNumber") + pwd = data.get("password") + if phone and pwd: + u = find_user_by_phone_password(phone, pwd) + if u: + return u + + return None + + +# 创建投诉单 +@app.route('/api/tickets', methods=['POST']) +def create_ticket(): + body = request.get_json(silent=True) or {} + print("[/api/tickets] body:", body) + + # 关联用户 + user = _ensure_user_by_payload(body) + if not user: + return jsonify({"error": "Unauthorized or user not found"}), 401 + + category = (body.get("category") or "other").lower() + content = body.get("content") or "" + if not content.strip(): + return jsonify({"error": "content is required"}), 400 + + data = _load_tickets() + ticket_id = _gen_ticket_id() + now = _now_iso() + ticket = { + "ticketId": ticket_id, + "userId": user["userId"], + "username": user["username"], + "category": category, + "content": content, + "status": "open", # open -> processing -> resolved/closed + "createdAt": now, + "updatedAt": now + } + data["tickets"].append(ticket) + _save_tickets(data) + + text = f"Ticket {ticket_id} has been created and is now open. We'll keep you updated." + return jsonify({ + "ticketId": ticket_id, + "status": "open", + "text": text + }) + + +# 查询投诉单状态 +@app.route('/api/tickets/', methods=['GET']) +def get_ticket_status(ticket_id): + data = _load_tickets() + t = next((x for x in data["tickets"] if x["ticketId"] == ticket_id), None) + if not t: + return jsonify({"error": "ticket not found"}), 404 + text = f"Ticket {t['ticketId']} is currently {t['status']}." + return jsonify({ + "ticketId": t["ticketId"], + "status": t["status"], + "text": text + }) + + +# 按用户列出工单（可用于“查看我的投诉”） +@app.route('/api/tickets/user/', methods=['GET']) +def list_user_tickets(user_id): + data = _load_tickets() + items = [x for x in data["tickets"] if x["userId"] == user_id] + text = f"You have {len(items)} tickets in total." + return jsonify({ + "userId": user_id, + "count": len(items), + "tickets": items, + "text": text + }) + + +if __name__ == '__main__': + # 生产环境请改为 WSGI/反向代理，这里仅用于本地调试 + app.run(debug=True, host='0.0.0.0', port=5000) diff --git a/summer-ospp/bankagent/bank-user/bank_users.json b/summer-ospp/bankagent/bank-user/bank_users.json new file mode 100644 index 00000000..f1224c5d --- /dev/null +++ b/summer-ospp/bankagent/bank-user/bank_users.json @@ -0,0 +1,3622 @@ +{ + "userData": [ + { + "userId": "10001", + "username": "mark", + "password": "5f4dcc3b5aa765d61d8327deb882cf99", + "phoneNumber": "13035968176", + "accountType": "corporate", + "accountLevel": "gold", + "accountBalance": 203060.88, + "accountOpened": "2018-08-10", + "lastLogin": "2023-10-31T00:00:00Z", + "transactions": [ + { + "transactionId": "TXN202338285", + "timestamp": "2023-01-07 00:00:00", + "amount": -6025.95, + "type": "transfer", + "counterparty": "淘宝网", + "remark": "" + }, + { + "transactionId": "TXN202339552", + "timestamp": "2023-09-14 00:00:00", + "amount": 46045.46, + "type": "withdrawal", + "counterparty": "微信支付", + "remark": "还款" + }, + { + "transactionId": "TXN202341896", + "timestamp": "2023-05-20 00:00:00", + "amount": 11667.29, + "type": "purchase", + "counterparty": "", + "remark": "还款" + }, + { + "transactionId": "TXN202300841", + "timestamp": "2023-07-21 00:00:00", + "amount": -25074.88, + "type": "salary", + "counterparty": "美团外卖", + "remark": "" + }, + { + "transactionId": "TXN202393785", + "timestamp": "2023-06-17 00:00:00", + "amount": -7316.6, + "type": "purchase", + "counterparty": "京东商城", + "remark": "购物" + } + ], + "fullName": "mark", + "accountNumber": "ACCT-0001", + "ssnLast4": "8176" + }, + { + "userId": "10002", + "username": "xiulan", + "password": "5f4dcc3b5aa765d61d8327deb882cf99", + "phoneNumber": "13366108583", + "accountType": "corporate", + "accountLevel": "platinum", + "accountBalance": 547891.32, + "accountOpened": "2022-01-16", + "lastLogin": "2023-10-27T00:00:00Z", + "transactions": [], + "fullName": "xiulan", + "accountNumber": "ACCT-0002", + "ssnLast4": "8583" + }, + { + "userId": "10003", + "username": "gl", + "password": "5f4dcc3b5aa765d61d8327deb882cf99", + "phoneNumber": "13627358021", + "accountType": "corporate", + "accountLevel": "silver", + "accountBalance": 417162.23, + "accountOpened": "2021-08-21", + "lastLogin": "2023-10-24T00:00:00Z", + "transactions": [ + { + "transactionId": "TXN202370908", + "timestamp": "2023-07-26 00:00:00", + "amount": -18637.33, + "type": "withdrawal", + "counterparty": "京东商城", + "remark": "转账" + }, + { + "transactionId": "TXN202356579", + "timestamp": "2023-04-28 00:00:00", + "amount": 18145.83, + "type": "withdrawal", + "counterparty": "银行理财", + "remark": "工资" + }, + { + "transactionId": "TXN202371794", + "timestamp": "2023-05-01 00:00:00", + "amount": -21798.78, + "type": "other", + "counterparty": "微信支付", + "remark": "还款" + }, + { + "transactionId": "TXN202302864", + "timestamp": "2023-11-14 00:00:00", + "amount": 22411.31, + "type": "other", + "counterparty": "淘宝网", + "remark": "转账" + } + ], + "fullName": "gl", + "accountNumber": "ACCT-0003", + "ssnLast4": "8021" + }, + { + "userId": "10004", + "username": "dahai", + "password": "5f4dcc3b5aa765d61d8327deb882cf99", + "phoneNumber": "13417387115", + "accountType": "personal", + "accountLevel": "silver", + "accountBalance": 747422.25, + "accountOpened": "2020-09-15", + "lastLogin": "2023-11-09T00:00:00Z", + "transactions": [ + { + "transactionId": "TXN202392681", + "timestamp": "2023-07-26 00:00:00", + "amount": 9279.71, + "type": "withdrawal", + "counterparty": "支付宝", + "remark": "工资" + } + ], + "fullName": "dahai", + "accountNumber": "ACCT-0004", + "ssnLast4": "7115" + }, + { + "userId": "10005", + "username": "bob", + "password": "5f4dcc3b5aa765d61d8327deb882cf99", + "phoneNumber": "13482042498", + "accountType": "personal", + "accountLevel": "platinum", + "accountBalance": 29430.13, + "accountOpened": "2022-12-16", + "lastLogin": "2023-11-12T00:00:00Z", + "transactions": [ + { + "transactionId": "TXN202378627", + "timestamp": "2023-08-15 00:00:00", + "amount": -39023.72, + "type": "salary", + "counterparty": "淘宝网", + "remark": "购物" + }, + { + "transactionId": "TXN202379692", + "timestamp": "2023-03-20 00:00:00", + "amount": -30249.4, + "type": "purchase", + "counterparty": "", + "remark": "转账" + } + ], + "fullName": "bob", + "accountNumber": "ACCT-0005", + "ssnLast4": "2498" + }, + { + "userId": "10006", + "username": "eason", + "password": "5f4dcc3b5aa765d61d8327deb882cf99", + "phoneNumber": "13768016722", + "accountType": "personal", + "accountLevel": "gold", + "accountBalance": 747206.69, + "accountOpened": "2018-12-20", + "lastLogin": "2023-10-24T00:00:00Z", + "transactions": [ + { + "transactionId": "TXN202392122", + "timestamp": "2023-10-15 00:00:00", + "amount": -27796.72, + "type": "salary", + "counterparty": "支付宝", + "remark": "还款" + }, + { + "transactionId": "TXN202398695", + "timestamp": "2023-08-01 00:00:00", + "amount": -20272.6, + "type": "salary", + "counterparty": "银行理财", + "remark": "" + }, + { + "transactionId": "TXN202358765", + "timestamp": "2023-05-11 00:00:00", + "amount": 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"TXN202387703", + "timestamp": "2023-02-11 00:00:00", + "amount": 24481.52, + "type": "other", + "counterparty": "银行理财", + "remark": "" + } + ], + "fullName": "jay", + "accountNumber": "ACCT-0007", + "ssnLast4": "9572" + }, + { + "userId": "10008", + "username": "吴秀兰", + "password": "5f4dcc3b5aa765d61d8327deb882cf99", + "phoneNumber": "13570759177", + "accountType": "personal", + "accountLevel": "gold", + "accountBalance": 538441.05, + "accountOpened": "2021-04-06", + "lastLogin": "2023-10-18T00:00:00Z", + "transactions": [], + "fullName": "吴秀兰", + "accountNumber": "ACCT-0008", + "ssnLast4": "9177" + }, + { + "userId": "10009", + "username": "李秀兰", + "password": "5f4dcc3b5aa765d61d8327deb882cf99", + "phoneNumber": "13798845588", + "accountType": "corporate", + "accountLevel": "gold", + "accountBalance": 232357.45, + "accountOpened": "2017-04-08", + "lastLogin": "2023-11-07T00:00:00Z", + "transactions": [ + { + "transactionId": "TXN202329062", + "timestamp": "2023-07-11 00:00:00", + 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"transactionId": "TXN202326137", + "timestamp": "2023-08-05 00:00:00", + "amount": -44839.86, + "type": "other", + "counterparty": "淘宝网", + "remark": "工资" + } + ] + }, + { + "userId": "10090", + "username": "陈超", + "password": "5f4dcc3b5aa765d61d8327deb882cf99", + "phoneNumber": "13218874994", + "accountType": "corporate", + "accountLevel": "platinum", + "accountBalance": 485131.55, + "accountOpened": "2023-01-31", + "lastLogin": "2023-10-06T00:00:00Z", + "transactions": [ + { + "transactionId": "TXN202308992", + "timestamp": "2023-10-25 00:00:00", + "amount": 5508.43, + "type": "other", + "counterparty": "", + "remark": "还款" + }, + { + "transactionId": "TXN202323707", + "timestamp": "2023-04-01 00:00:00", + "amount": -1803.73, + "type": "salary", + "counterparty": "银行理财", + "remark": "购物" + } + ] + }, + { + "userId": "10091", + "username": "杨娜", + "password": "5f4dcc3b5aa765d61d8327deb882cf99", + "phoneNumber": "13890343367", + "accountType": "corporate", + "accountLevel": "platinum", + "accountBalance": 737929.35, + "accountOpened": "2018-08-20", + "lastLogin": "2023-11-09T00:00:00Z", + "transactions": [ + { + "transactionId": "TXN202335782", + "timestamp": "2023-09-22 00:00:00", + "amount": 22269.84, + "type": "purchase", + "counterparty": "美团外卖", + "remark": "工资" + }, + { + "transactionId": "TXN202353960", + "timestamp": "2023-06-03 00:00:00", + "amount": 37207.28, + "type": "transfer", + "counterparty": "美团外卖", + "remark": "还款" + }, + { + "transactionId": "TXN202308299", + "timestamp": "2023-04-17 00:00:00", + "amount": 25849.85, + "type": "other", + "counterparty": "淘宝网", + "remark": "转账" + }, + { + "transactionId": "TXN202320571", + "timestamp": "2023-05-04 00:00:00", + "amount": -31307.77, + "type": "other", + "counterparty": "美团外卖", + "remark": "购物" + }, + { + "transactionId": "TXN202345485", + "timestamp": "2023-07-15 00:00:00", + "amount": -11203.47, + "type": "salary", + "counterparty": "银行理财", + "remark": "还款" + } + ] + }, + { + "userId": "10092", + "username": "刘勇", + "password": "5f4dcc3b5aa765d61d8327deb882cf99", + "phoneNumber": "13875149892", + "accountType": "corporate", + "accountLevel": "platinum", + "accountBalance": 966808.94, + "accountOpened": "2020-07-27", + "lastLogin": "2023-10-10T00:00:00Z", + "transactions": [ + { + "transactionId": "TXN202333557", + "timestamp": "2023-01-20 00:00:00", + "amount": -31917.89, + "type": "other", + "counterparty": "银行理财", + "remark": "转账" + }, + { + "transactionId": "TXN202328997", + "timestamp": "2023-10-21 00:00:00", + "amount": -6220.46, + "type": "other", + "counterparty": "美团外卖", + "remark": "转账" + }, + { + "transactionId": "TXN202309293", + "timestamp": "2023-06-18 00:00:00", + "amount": -7307.65, + "type": "other", + "counterparty": "", + "remark": "购物" + }, + { + "transactionId": "TXN202347391", + "timestamp": "2023-02-11 00:00:00", + "amount": -3945.01, + "type": "other", + "counterparty": "支付宝", + "remark": "购物" + } + ] + }, + { + "userId": "10093", + "username": "吴伟", + "password": "5f4dcc3b5aa765d61d8327deb882cf99", + "phoneNumber": "13667460570", + "accountType": "personal", + "accountLevel": "platinum", + "accountBalance": 95600.91, + "accountOpened": "2016-02-26", + "lastLogin": "2023-11-04T00:00:00Z", + "transactions": [ + { + "transactionId": "TXN202369258", + "timestamp": "2023-04-27 00:00:00", + "amount": -40056.11, + "type": "other", + "counterparty": "支付宝", + "remark": "投资" + }, + { + "transactionId": "TXN202341890", + "timestamp": "2023-04-01 00:00:00", + "amount": -507.92, + "type": "other", + "counterparty": "美团外卖", + "remark": "购物" + }, + { + "transactionId": "TXN202350867", + "timestamp": "2023-08-08 00:00:00", + "amount": 47687.85, + "type": "other", + "counterparty": "银行理财", + "remark": "" + }, + { + "transactionId": "TXN202300750", + "timestamp": "2023-03-25 00:00:00", + "amount": 329.71, + "type": "salary", + "counterparty": "微信支付", + "remark": "购物" + }, + { + "transactionId": "TXN202331610", + "timestamp": "2023-08-09 00:00:00", + "amount": 34075.17, + "type": "transfer", + "counterparty": "微信支付", + "remark": "工资" + } + ] + }, + { + "userId": "10094", + "username": "周勇", + "password": "5f4dcc3b5aa765d61d8327deb882cf99", + "phoneNumber": "13292114325", + "accountType": "personal", + "accountLevel": "silver", + "accountBalance": 977484.63, + "accountOpened": "2016-08-14", + "lastLogin": "2023-10-12T00:00:00Z", + "transactions": [ + { + "transactionId": "TXN202375858", + "timestamp": "2023-04-29 00:00:00", + "amount": -31988.28, + "type": "withdrawal", + "counterparty": "美团外卖", + "remark": "投资" + }, + { + "transactionId": "TXN202374363", + "timestamp": "2023-05-20 00:00:00", + "amount": -36236.56, + "type": "other", + "counterparty": "", + "remark": "" + } + ] + }, + { + "userId": "10095", + "username": "杨秀兰", + "password": "5f4dcc3b5aa765d61d8327deb882cf99", + "phoneNumber": "13399217488", + "accountType": "corporate", + "accountLevel": "silver", + "accountBalance": 249771.66, + "accountOpened": "2021-05-12", + "lastLogin": "2023-11-07T00:00:00Z", + "transactions": [ + { + "transactionId": "TXN202391820", + "timestamp": "2023-09-10 00:00:00", + "amount": 40112.65, + "type": "withdrawal", + "counterparty": "美团外卖", + "remark": "转账" + }, + { + "transactionId": "TXN202382023", + "timestamp": "2023-04-27 00:00:00", + "amount": 10962.41, + "type": "salary", + "counterparty": "支付宝", + "remark": "购物" + } + ] + }, + { + "userId": "10096", + "username": "赵艳", + "password": "5f4dcc3b5aa765d61d8327deb882cf99", + "phoneNumber": "13082492960", + "accountType": "personal", + "accountLevel": "platinum", + "accountBalance": 746563.33, + "accountOpened": "2016-07-30", + "lastLogin": "2023-10-26T00:00:00Z", + "transactions": [ + { + "transactionId": "TXN202380238", + "timestamp": "2023-07-14 00:00:00", + "amount": 3478.23, + "type": "purchase", + "counterparty": "淘宝网", + "remark": "购物" + }, + { + "transactionId": "TXN202329166", + "timestamp": "2023-04-06 00:00:00", + "amount": -8033.21, + "type": "purchase", + "counterparty": "支付宝", + "remark": "投资" + }, + { + "transactionId": "TXN202384929", + "timestamp": "2023-05-17 00:00:00", + "amount": -28497.87, + "type": "other", + "counterparty": "美团外卖", + "remark": "" + }, + { + "transactionId": "TXN202309513", + "timestamp": "2023-09-21 00:00:00", + "amount": -46360.27, + "type": "withdrawal", + "counterparty": "美团外卖", + "remark": "" + }, + { + "transactionId": "TXN202395797", + "timestamp": "2023-01-10 00:00:00", + "amount": 30008.86, + "type": "withdrawal", + "counterparty": "京东商城", + "remark": "" + } + ] + }, + { + "userId": "10097", + "username": "赵超", + "password": "5f4dcc3b5aa765d61d8327deb882cf99", + "phoneNumber": "13143370961", + "accountType": "corporate", + "accountLevel": "platinum", + "accountBalance": 759843.23, + "accountOpened": "2022-04-08", + "lastLogin": "2023-10-22T00:00:00Z", + "transactions": [ + { + "transactionId": "TXN202363361", + "timestamp": "2023-08-05 00:00:00", + "amount": -36688.63, + "type": "other", + "counterparty": "银行理财", + "remark": "" + }, + { + "transactionId": "TXN202345292", + "timestamp": "2023-08-23 00:00:00", + "amount": 11982.61, + "type": "other", + "counterparty": "微信支付", + "remark": "工资" + }, + { + "transactionId": "TXN202376527", + "timestamp": "2023-07-29 00:00:00", + "amount": 22778.99, + "type": "withdrawal", + "counterparty": "淘宝网", + "remark": "转账" + } + ] + }, + { + "userId": "10098", + "username": "李强", + "password": "5f4dcc3b5aa765d61d8327deb882cf99", + "phoneNumber": "13241088836", + "accountType": "corporate", + "accountLevel": "gold", + "accountBalance": 563062.06, + "accountOpened": "2023-05-05", + "lastLogin": "2023-10-03T00:00:00Z", + "transactions": [ + { + "transactionId": "TXN202398142", + "timestamp": "2023-03-20 00:00:00", + "amount": 4593.91, + "type": "purchase", + "counterparty": "银行理财", + "remark": "购物" + } + ] + }, + { + "userId": "10099", + "username": "黄超", + "password": "5f4dcc3b5aa765d61d8327deb882cf99", + "phoneNumber": "13099928154", + "accountType": "corporate", + "accountLevel": "silver", + "accountBalance": 337408.64, + "accountOpened": "2019-01-18", + "lastLogin": "2023-10-16T00:00:00Z", + "transactions": [ + { + "transactionId": "TXN202344312", + "timestamp": "2023-04-28 00:00:00", + "amount": -46568.31, + "type": "transfer", + "counterparty": "淘宝网", + "remark": "" + }, + { + "transactionId": "TXN202335044", + "timestamp": "2023-08-01 00:00:00", + "amount": -41103.9, + "type": "other", + "counterparty": "", + "remark": "转账" + } + ] + }, + { + "userId": "10100", + "username": "张军", + "password": "5f4dcc3b5aa765d61d8327deb882cf99", + "phoneNumber": "13679282402", + "accountType": "personal", + "accountLevel": "platinum", + "accountBalance": 336334.6, + "accountOpened": "2022-08-30", + "lastLogin": "2023-10-12T00:00:00Z", + "transactions": [ + { + "transactionId": "TXN202319888", + "timestamp": "2023-08-01 00:00:00", + "amount": 6855.89, + "type": "transfer", + "counterparty": "支付宝", + "remark": "工资" + }, + { + "transactionId": "TXN202398557", + "timestamp": "2023-06-19 00:00:00", + "amount": 3474.1, + "type": "salary", + "counterparty": "微信支付", + "remark": "还款" + }, + { + "transactionId": "TXN202303579", + "timestamp": "2023-09-15 00:00:00", + "amount": 23361.64, + "type": "salary", + "counterparty": "支付宝", + "remark": "还款" + }, + { + "transactionId": "TXN202318826", + "timestamp": "2023-05-20 00:00:00", + "amount": 24748.97, + "type": "withdrawal", + "counterparty": "银行理财", + "remark": "转账" + }, + { + "transactionId": "TXN202398589", + "timestamp": "2023-03-06 00:00:00", + "amount": -30800.25, + "type": "purchase", + "counterparty": "微信支付", + "remark": "转账" + } + ] + } + ] +} \ No newline at end of file diff --git a/summer-ospp/bankagent/bank-user/import requests.py b/summer-ospp/bankagent/bank-user/import requests.py new file mode 100644 index 00000000..4a5e7c34 --- /dev/null +++ b/summer-ospp/bankagent/bank-user/import requests.py @@ -0,0 +1,44 @@ +import requests +from requests.exceptions import RequestException + +# 测试 URL +TEST_URL = "https://sis-ext.cn-north-4.myhuaweicloud.com/v1" # 华为云 North4 API 根地址 + +# 代理列表示例 +# 格式: {"type": "http" or "socks5", "address": "127.0.0.1:端口"} +proxies_to_test = [ + {"type": "http", "address": "8.156.67.245:3128"}, + {"type": "socks5", "address": "127.0.0.1:1080"}, +] + +def test_proxy(proxy): + proxy_type = proxy["type"] + proxy_address = proxy["address"] + + if proxy_type == "http": + proxies = { + "http": f"http://{proxy_address}", + "https": f"http://{proxy_address}", + } + elif proxy_type == "socks5": + proxies = { + "http": f"socks5h://{proxy_address}", + "https": f"socks5h://{proxy_address}", + } + else: + print(f"[!] 未知代理类型: {proxy_type}") + return + + try: + resp = requests.get(TEST_URL, proxies=proxies, timeout=10) + if resp.status_code == 401 or resp.status_code == 403: + # 未认证，但能到达服务器 + print(f"[✅] {proxy_type.upper()} {proxy_address} 可以访问华为云 North4（未认证）") + else: + print(f"[✅] {proxy_type.upper()} {proxy_address} 可以访问，HTTP状态码: {resp.status_code}") + except RequestException as e: + print(f"[❌] {proxy_type.upper()} {proxy_address} 无法访问: {e}") + +if __name__ == "__main__": + for proxy in proxies_to_test: + test_proxy(proxy) diff --git a/summer-ospp/bankagent/bank-user/recommend.py b/summer-ospp/bankagent/bank-user/recommend.py new file mode 100644 index 00000000..5383a005 --- /dev/null +++ b/summer-ospp/bankagent/bank-user/recommend.py @@ -0,0 +1,62 @@ +from flask import Flask, request, jsonify +import json + +app = Flask(__name__) + +# 加载用户画像数据 +with open('user_profiles.json', 'r', encoding='utf-8') as f: + user_profiles = json.load(f)["users"] + +# 产品推荐规则（可拓展） +def recommend_products(profile): + risk = profile["riskLevel"] + income = profile["incomeLevel"] + experience = profile["investmentExperience"] + + # 规则引擎示例（可根据实际需求调整） + if risk == "high": + return [ + "Tech Growth Fund", + "Crypto Index ETF", + "AI Startups Portfolio" + ] + elif risk == "medium": + if experience in ["advanced", "moderate"]: + return [ + "Global Equity Fund", + "Balanced Income Fund", + "Emerging Market ETF" + ] + else: + return [ + "Balanced Income Fund", + "Index Bond Fund" + ] + else: # risk = low + return [ + "Government Bond Fund", + "Fixed Income ETF", + "Capital Protection Plan" + ] + +@app.route('/api/recommend', methods=['POST']) +def recommend(): + data = request.get_json() + user_id = data.get("userId") + + user = next((u for u in user_profiles if u["userId"] == user_id), None) + if not user: + return jsonify({"error": "User not found"}), 404 + + products = recommend_products(user) + summary = f"Hello {user['username']}, based on your profile (Risk: {user['riskLevel']}, Income: {user['incomeLevel']}), we recommend: {', '.join(products)}." + + return jsonify({ + "userId": user["userId"], + "username": user["username"], + "recommendedProducts": products, + "summary": summary + }) + +if __name__ == '__main__': + app.run(host='0.0.0.0', port=5000, debug=True) diff --git a/summer-ospp/bankagent/bank-user/test_encoding.py b/summer-ospp/bankagent/bank-user/test_encoding.py new file mode 100644 index 00000000..c24c8773 --- /dev/null +++ b/summer-ospp/bankagent/bank-user/test_encoding.py @@ -0,0 +1,168 @@ +# edge_tts_server_fixed.py +from flask import Flask, request, jsonify, send_file +from flask_cors import CORS +import edge_tts +import uuid +import time +import asyncio +import logging +from pathlib import Path + +logging.basicConfig(level=logging.INFO) +logger = logging.getLogger(__name__) + +app = Flask(__name__) +CORS(app) + +output_dir = Path("tts_output") +output_dir.mkdir(exist_ok=True) + +class EdgeTTSWrapper: + """Edge-TTS 包装类，避免命名冲突""" + + async def generate_speech_async(self, text, voice="zh-CN-XiaoxiaoNeural", output_path=None): + """异步生成语音""" + try: + communicate = edge_tts.Communicate(text, voice) + if output_path: + await communicate.save(output_path) + return True + else: + return await communicate.get_audio_data() + except Exception as e: + logger.error(f"Edge TTS错误: {e}") + return None + + def generate_speech(self, text, voice="zh-CN-XiaoxiaoNeural", output_path=None): + """同步生成语音""" + try: + # 创建新的事件循环 + loop = asyncio.new_event_loop() + asyncio.set_event_loop(loop) + result = loop.run_until_complete( + self.generate_speech_async(text, voice, output_path) + ) + loop.close() + return result + except Exception as e: + logger.error(f"Edge TTS运行错误: {e}") + return None + +# 创建实例 +tts_service = EdgeTTSWrapper() + +@app.route('/tts/generate', methods=['POST', 'OPTIONS']) +def generate_tts(): + if request.method == 'OPTIONS': + return '', 200 + + try: + data = request.get_json() + logger.info(f"收到请求: {data}") + + if not data or 'text' not in data: + return jsonify({'status': 'error', 'message': '缺少文本参数'}), 400 + + text = data['text'].strip() + if not text: + return jsonify({'status': 'error', 'message': '文本内容不能为空'}), 400 + + voice = data.get('voice', 'zh-CN-XiaoxiaoNeural') + filename = f"tts_{int(time.time())}_{uuid.uuid4().hex[:8]}.mp3" + output_path = output_dir / filename + + logger.info(f"开始生成语音: {text[:50]}...") + + # 生成语音 + success = tts_service.generate_speech(text, voice, str(output_path)) + + if success and output_path.exists(): + file_size = output_path.stat().st_size + logger.info(f"语音生成成功: {filename} ({file_size} bytes)") + + audio_url = f"http://172.16.22.115:8080/tts/download/{filename}" + + return jsonify({ + 'status': 'success', + 'message': '语音生成成功', + 'audio_url': audio_url, + 'filename': filename, + 'text': text, + 'voice': voice, + 'file_size': file_size + }) + else: + logger.error("语音生成失败") + return jsonify({'status': 'error', 'message': '语音生成失败'}), 500 + + except Exception as e: + logger.error(f"处理请求时出错: {e}") + return jsonify({'status': 'error', 'message': str(e)}), 500 + +@app.route('/tts/download/', methods=['GET']) +def download_audio(filename): + try: + # 安全检查 + if '..' in filename or '/' in filename: + return jsonify({'status': 'error', 'message': '无效文件名'}), 400 + + file_path = output_dir / filename + + if not file_path.exists(): + return jsonify({'status': 'error', 'message': '文件不存在'}), 404 + + return send_file( + file_path, + as_attachment=True, + download_name=filename, + mimetype='audio/mpeg' + ) + + except Exception as e: + logger.error(f"下载失败: {e}") + return jsonify({'status': 'error', 'message': '下载失败'}), 500 + +@app.route('/tts/health', methods=['GET']) +def health_check(): + """健康检查端点""" + return jsonify({ + 'status': 'healthy', + 'service': 'Edge TTS Server', + 'timestamp': time.time() + }) + +@app.route('/tts/voices', methods=['GET']) +def list_voices(): + """获取支持的语音列表""" + voices = [ + {"name": "晓晓（女声）", "value": "zh-CN-XiaoxiaoNeural"}, + {"name": "云扬（男声）", "value": "zh-CN-YunyangNeural"}, + {"name": "晓辰（女声）", "value": "zh-CN-XiaochenNeural"}, + {"name": "晓悠（女声）", "value": "zh-CN-XiaoyouNeural"}, + {"name": "云希（男声）", "value": "zh-CN-YunxiNeural"}, + {"name": "英语女声", "value": "en-US-AriaNeural"}, + {"name": "英语男声", "value": "en-US-GuyNeural"} + ] + return jsonify({'status': 'success', 'voices': voices}) + +if __name__ == '__main__': + print("启动修复版 Edge TTS 服务器...") + print("服务器地址: http://172.16.22.115:8080") + print("可用端点:") + print(" POST /tts/generate - 生成语音") + print(" GET /tts/download/ - 下载语音") + print(" GET /tts/health - 健康检查") + print(" GET /tts/voices - 获取语音列表") + + # 确保输出目录存在 + output_dir.mkdir(exist_ok=True) + + # 测试Edge-TTS是否正常工作 + try: + import edge_tts + print("✓ Edge-TTS 导入成功") + except ImportError: + print("✗ 请安装: pip install edge-tts") + exit(1) + + app.run(host='0.0.0.0', port=8080, debug=True) \ No newline at end of file diff --git a/summer-ospp/bankagent/bank-user/tickets.json b/summer-ospp/bankagent/bank-user/tickets.json new file mode 100644 index 00000000..07ebffcf --- /dev/null +++ b/summer-ospp/bankagent/bank-user/tickets.json @@ -0,0 +1,24 @@ +{ + "tickets": [ + { + "ticketId": "TKT-20250821-753860", + "userId": "10001", + "username": "mark", + "category": "charge_dispute", + "content": "My credit card was charged twice for the same purchase yesterday.", + "status": "open", + "createdAt": "2025-08-21T08:42:33Z", + "updatedAt": "2025-08-21T08:42:33Z" + }, + { + "ticketId": "TKT-20250925-995754", + "userId": "10001", + "username": "mark", + "category": "charge_dispute", + "content": "Hello, my name is Mark, my phone number is 13035968176, and my password is password.Can you recommend some financial products for me?", + "status": "open", + "createdAt": "2025-09-25T15:59:55Z", + "updatedAt": "2025-09-25T15:59:55Z" + } + ] +} \ No newline at end of file diff --git a/summer-ospp/bankagent/bank-user/tts_output/tts_1756829743_72ba418a.wav b/summer-ospp/bankagent/bank-user/tts_output/tts_1756829743_72ba418a.wav new file mode 100644 index 0000000000000000000000000000000000000000..59aaa11e425edfce298c6b5344c628b3b1e23626 GIT binary patch literal 46 wcmWIYbaPW4^=c~`_);+O~kybTY*6G%3K<-FF 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zgS86ekDEQJ4yM=WsV(`B)%Gabi<8ClI|qdHleh60k+f}of(fftXNyy)5W=?k{UkJqTO^A?HM z1krO|7&0{>)+z}SO4(8-^hRY`R}>8 uwfxJ^zx@0&1OIIO*MI)y=bst)XY0TI^DjUD%)mce|9}4T&sY4', methods=['GET']) +def download_audio(filename): + try: + file_path = output_dir / filename + if file_path.exists(): + return send_file(file_path, as_attachment=True) + return jsonify({'status': 'error', 'message': 'File not found'}), 404 + except Exception as e: + return jsonify({'status': 'error', 'message': str(e)}), 500 + +# 健康检查 +@app.route('/health', methods=['GET']) +def health_check(): + return jsonify({ + 'status': 'healthy', + 'service': 'TTS + ASR Server', + 'tts_available': True, + 'asr_available': whisper_model is not None, + 'supported_voices': list(VOICE_MAPPING.keys()), + 'supported_languages': ['en', 'auto'] + }) + +# 获取支持的语音列表 +@app.route('/voices', methods=['GET']) +def list_voices(): + voices = [ + {"name": "Aria (English Female)", "value": "aria"}, + {"name": "Guy (English Male)", "value": "guy"}, + {"name": "Jenny (English Female)", "value": "jenny"}, + {"name": "Xiaoxiao (Chinese Female)", "value": "xiaoxiao"}, + {"name": "Yunyang (Chinese Male)", "value": "yunyang"} + ] + return jsonify({'status': 'success', 'voices': voices}) + +if __name__ == '__main__': + print("启动 TTS + ASR 服务器...") + print("功能:") + print(" TTS: POST /tts/generate") + print(" ASR: POST /asr/transcribe") + print(" 下载: GET /audio/download/") + print(" 健康检查: GET /health") + print(" 语音列表: GET /voices") + + # 检查模型加载情况 + if whisper_model: + print("✓ Whisper ASR 模型加载成功") + else: + print("⚠ Whisper ASR 模型加载失败，ASR功能不可用") + + output_dir.mkdir(exist_ok=True) + app.run(host='0.0.0.0', port=8080, debug=True) \ No newline at end of file diff --git a/summer-ospp/bankagent/bank-user/txt2word.py b/summer-ospp/bankagent/bank-user/txt2word.py new file mode 100644 index 00000000..7a05d953 --- /dev/null +++ b/summer-ospp/bankagent/bank-user/txt2word.py @@ -0,0 +1,53 @@ +import os +import time +from docx import Document +from threading import Thread + +def process_file(txt_path, word_path): + try: + print(f"开始处理文件: {txt_path}") + start_time = time.time() + + # 读取文件（超时设置） + with open(txt_path, 'r', encoding='utf-8', errors='ignore') as f: + content = f.read() + print(f"读取完成，长度: {len(content)} 字符") + + # 创建 Word 文档 + doc = Document() + for line in content.split('\n'): + doc.add_paragraph(line) + + doc.save(word_path) + print(f"保存成功: {word_path} (耗时: {time.time() - start_time:.2f}s)") + + except Exception as e: + print(f"处理失败: {e}") + +def txt_to_word(source_folder): + if not os.path.exists(source_folder): + print(f"文件夹不存在: {source_folder}") + return + + for i in range(10, 11): # 只处理 10.txt（测试用） + txt_filename = f"{i}.txt" + word_filename = f"{i}.docx" + txt_path = os.path.join(source_folder, txt_filename) + word_path = os.path.join(source_folder, word_filename) + + if not os.path.exists(txt_path): + print(f"文件不存在: {txt_filename}") + continue + + # 启动线程（避免主程序卡死） + t = Thread(target=process_file, args=(txt_path, word_path)) + t.start() + t.join(timeout=30) # 设置 30 秒超时 + + if t.is_alive(): + print(f"处理超时: {txt_filename}") + +if __name__ == "__main__": + folder_path = "E:/guolei/Documents/translate" # 替换为你的路径 + txt_to_word(folder_path) + print("处理结束") \ No newline at end of file diff --git a/summer-ospp/bankagent/bank-user/user_profiles.json b/summer-ospp/bankagent/bank-user/user_profiles.json new file mode 100644 index 00000000..091d7a6e --- /dev/null +++ b/summer-ospp/bankagent/bank-user/user_profiles.json @@ -0,0 +1,804 @@ +{ + "users": [ + { + "userId": "10001", + "username": "mark", + "age": 57, + "riskLevel": "high", + "incomeLevel": "low", + "investmentExperience": "moderate" + }, + { + "userId": "10002", + "username": "xiulan", + "age": 56, + "riskLevel": "high", + "incomeLevel": "high", + "investmentExperience": "advanced" + }, + { + "userId": "10003", + "username": "gl", + "age": 60, + "riskLevel": "medium", + "incomeLevel": "low", + "investmentExperience": "beginner" + }, + { + "userId": "10004", + "username": "dahai", + "age": 46, + "riskLevel": "low", + "incomeLevel": "low", + "investmentExperience": "moderate" + }, + { + "userId": "10005", + "username": "bob", + "age": 25, + "riskLevel": "high", + "incomeLevel": "medium", + "investmentExperience": "none" + }, + { + "userId": "10006", + "username": "eason", + "age": 28, + "riskLevel": "medium", + "incomeLevel": "high", + "investmentExperience": "advanced" + }, + { + "userId": "10007", + "username": "jay", + "age": 29, + "riskLevel": "medium", + "incomeLevel": "medium", + "investmentExperience": "none" + }, + { + "userId": "10008", + "username": "吴秀兰", + "age": 59, + "riskLevel": "medium", + "incomeLevel": "medium", + "investmentExperience": "moderate" + }, + { + "userId": "10009", + "username": "李秀兰", + "age": 37, + "riskLevel": "low", + "incomeLevel": "medium", + "investmentExperience": "moderate" + }, + { + "userId": "10010", + "username": "张洋", + "age": 56, + "riskLevel": "low", + "incomeLevel": "medium", + "investmentExperience": "moderate" + }, + { + "userId": "10011", + "username": "杨芳", + "age": 26, + "riskLevel": "medium", + "incomeLevel": "medium", + "investmentExperience": "advanced" + }, + { + "userId": "10012", + "username": "陈勇", + "age": 44, + "riskLevel": "high", + "incomeLevel": "high", + "investmentExperience": "beginner" + }, + { + "userId": "10013", + "username": "吴勇", + "age": 42, + "riskLevel": "medium", + "incomeLevel": "low", + "investmentExperience": "beginner" + }, + { + "userId": "10014", + "username": "刘娟", + "age": 57, + "riskLevel": "high", + "incomeLevel": "medium", + "investmentExperience": "none" + }, + { + "userId": "10015", + "username": "陈秀英", + "age": 34, + "riskLevel": "medium", + "incomeLevel": "medium", + "investmentExperience": "none" + }, + { + "userId": "10016", + "username": "陈霞", + "age": 46, + "riskLevel": "low", + "incomeLevel": "high", + "investmentExperience": "advanced" + }, + { + "userId": "10017", + "username": "吴杰", + "age": 29, + "riskLevel": "low", + "incomeLevel": "high", + "investmentExperience": "none" + }, + { + "userId": "10018", + "username": "赵芳", + "age": 40, + "riskLevel": "low", + "incomeLevel": "low", + "investmentExperience": "advanced" + }, + { + "userId": "10019", + "username": "黄霞", + "age": 47, + "riskLevel": "high", + "incomeLevel": "medium", + "investmentExperience": "none" + }, + { + "userId": "10020", + "username": "吴娜", + "age": 45, + "riskLevel": "medium", + "incomeLevel": "high", + "investmentExperience": "moderate" + }, + { + "userId": "10021", + "username": "张杰", + "age": 36, + "riskLevel": "high", + "incomeLevel": "medium", + "investmentExperience": "beginner" + }, + { + "userId": "10022", + "username": "刘娟", + "age": 28, + "riskLevel": "medium", + "incomeLevel": "medium", + "investmentExperience": "moderate" + }, + { + "userId": "10023", + "username": "黄艳", + "age": 50, + "riskLevel": "medium", + "incomeLevel": "low", + "investmentExperience": "advanced" + }, + { + "userId": "10024", + "username": "杨敏", + "age": 51, + "riskLevel": "medium", + "incomeLevel": "low", + "investmentExperience": "none" + }, + { + "userId": "10025", + "username": "刘秀英", + "age": 32, + "riskLevel": "high", + "incomeLevel": "medium", + "investmentExperience": "advanced" + }, + { + "userId": "10026", + "username": "吴娟", + "age": 30, + "riskLevel": "medium", + "incomeLevel": "medium", + "investmentExperience": "beginner" + }, + { + "userId": "10027", + "username": "赵强", + "age": 45, + "riskLevel": "low", + "incomeLevel": "high", + "investmentExperience": "none" + }, + { + "userId": "10028", + "username": "黄强", + "age": 40, + "riskLevel": "medium", + "incomeLevel": "medium", + "investmentExperience": "none" + }, + { + "userId": "10029", + "username": "赵娟", + "age": 50, + "riskLevel": "high", + "incomeLevel": "high", + "investmentExperience": "none" + }, + { + "userId": "10030", + "username": "张敏", + "age": 39, + "riskLevel": "high", + "incomeLevel": "medium", + "investmentExperience": "advanced" + }, + { + "userId": "10031", + "username": "吴丽", + "age": 45, + "riskLevel": "medium", + "incomeLevel": "high", + "investmentExperience": "advanced" + }, + { + "userId": "10032", + "username": "赵平", + "age": 29, + "riskLevel": "medium", + "incomeLevel": "high", + "investmentExperience": "beginner" + }, + { + "userId": "10033", + "username": "赵丽", + "age": 26, + "riskLevel": "low", + "incomeLevel": "low", + "investmentExperience": "none" + }, + { + "userId": "10034", + "username": "李静", + "age": 46, + "riskLevel": "high", + "incomeLevel": "low", + "investmentExperience": "moderate" + }, + { + "userId": "10035", + "username": "王静", + "age": 56, + "riskLevel": "high", + "incomeLevel": "low", + "investmentExperience": "beginner" + }, + { + "userId": "10036", + "username": "张伟", + "age": 30, + "riskLevel": "low", + "incomeLevel": "low", + "investmentExperience": "beginner" + }, + { + "userId": "10037", + "username": "刘敏", + "age": 28, + "riskLevel": "low", + "incomeLevel": "low", + "investmentExperience": "advanced" + }, + { + "userId": "10038", + "username": "张秀兰", + "age": 46, + "riskLevel": "low", + "incomeLevel": "high", + "investmentExperience": "beginner" + }, + { + "userId": "10039", + "username": "王敏", + "age": 38, + "riskLevel": "high", + "incomeLevel": "medium", + "investmentExperience": "advanced" + }, + { + "userId": "10040", + "username": "王杰", + "age": 27, + "riskLevel": "low", + "incomeLevel": "high", + "investmentExperience": "moderate" + }, + { + "userId": "10041", + "username": "赵秀英", + "age": 29, + "riskLevel": "high", + "incomeLevel": "high", + "investmentExperience": "moderate" + }, + { + "userId": "10042", + "username": "周勇", + "age": 26, + "riskLevel": "high", + "incomeLevel": "low", + "investmentExperience": "advanced" + }, + { + "userId": "10043", + "username": "刘静", + "age": 28, + "riskLevel": "medium", + "incomeLevel": "medium", + "investmentExperience": "moderate" + }, + { + "userId": "10044", + "username": "李霞", + "age": 60, + "riskLevel": "medium", + "incomeLevel": "high", + "investmentExperience": "advanced" + }, + { + "userId": "10045", + "username": "王伟", + "age": 34, + "riskLevel": "high", + "incomeLevel": "low", + "investmentExperience": "advanced" + }, + { + "userId": "10046", + "username": "吴霞", + "age": 27, + "riskLevel": "high", + "incomeLevel": "high", + "investmentExperience": "moderate" + }, + { + "userId": "10047", + "username": "杨敏", + "age": 53, + "riskLevel": "medium", + "incomeLevel": "medium", + "investmentExperience": "moderate" + }, + { + "userId": "10048", + "username": "吴艳", + "age": 29, + "riskLevel": "medium", + "incomeLevel": "low", + "investmentExperience": "none" + }, + { + "userId": "10049", + "username": "李敏", + "age": 25, + "riskLevel": "low", + "incomeLevel": "low", + "investmentExperience": "beginner" + }, + { + "userId": "10050", + "username": "黄静", + "age": 60, + "riskLevel": "medium", + "incomeLevel": "medium", + "investmentExperience": "moderate" + }, + { + "userId": "10051", + "username": "李娜", + "age": 39, + "riskLevel": "high", + "incomeLevel": "medium", + "investmentExperience": "beginner" + }, + { + "userId": "10052", + "username": "周杰", + "age": 25, + "riskLevel": "low", + "incomeLevel": "high", + "investmentExperience": "moderate" + }, + { + "userId": "10053", + "username": "陈强", + "age": 48, + "riskLevel": "medium", + "incomeLevel": "medium", + "investmentExperience": "beginner" + }, + { + "userId": "10054", + "username": "周霞", + "age": 60, + "riskLevel": "medium", + "incomeLevel": "low", + "investmentExperience": "none" + }, + { + "userId": "10055", + "username": "李秀英", + "age": 45, + "riskLevel": "low", + "incomeLevel": "high", + "investmentExperience": "moderate" + }, + { + "userId": "10056", + "username": "李勇", + "age": 38, + "riskLevel": "medium", + "incomeLevel": "high", + "investmentExperience": "beginner" + }, + { + "userId": "10057", + "username": "陈秀兰", + "age": 50, + "riskLevel": "medium", + "incomeLevel": "high", + "investmentExperience": "moderate" + }, + { + "userId": "10058", + "username": "刘涛", + "age": 29, + "riskLevel": "low", + "incomeLevel": "low", + "investmentExperience": "moderate" + }, + { + "userId": "10059", + "username": "刘霞", + "age": 37, + "riskLevel": "low", + "incomeLevel": "medium", + "investmentExperience": "none" + }, + { + "userId": "10060", + "username": "赵平", + "age": 28, + "riskLevel": "low", + "incomeLevel": "low", + "investmentExperience": "moderate" + }, + { + "userId": "10061", + "username": "赵超", + "age": 48, + "riskLevel": "low", + "incomeLevel": "medium", + "investmentExperience": "advanced" + }, + { + "userId": "10062", + "username": "黄秀兰", + "age": 46, + "riskLevel": "medium", + "incomeLevel": "medium", + "investmentExperience": "moderate" + }, + { + "userId": "10063", + "username": "李丽", + "age": 59, + "riskLevel": "medium", + "incomeLevel": "low", + "investmentExperience": "none" + }, + { + "userId": "10064", + "username": "陈秀英", + "age": 26, + "riskLevel": "medium", + "incomeLevel": "high", + "investmentExperience": "none" + }, + { + "userId": "10065", + "username": "陈伟", + "age": 50, + "riskLevel": "medium", + "incomeLevel": "medium", + "investmentExperience": "moderate" + }, + { + "userId": "10066", + "username": "李秀英", + "age": 60, + "riskLevel": "low", + "incomeLevel": "medium", + "investmentExperience": "none" + }, + { + "userId": "10067", + "username": "陈超", + "age": 42, + "riskLevel": "low", + "incomeLevel": "high", + "investmentExperience": "advanced" + }, + { + "userId": "10068", + "username": "周涛", + "age": 49, + "riskLevel": "high", + "incomeLevel": "high", + "investmentExperience": "advanced" + }, + { + "userId": "10069", + "username": "张勇", + "age": 60, + "riskLevel": "high", + "incomeLevel": "medium", + "investmentExperience": "none" + }, + { + "userId": "10070", + "username": "黄平", + "age": 28, + "riskLevel": "medium", + "incomeLevel": "low", + "investmentExperience": "moderate" + }, + { + "userId": "10071", + "username": "赵霞", + "age": 52, + "riskLevel": "medium", + "incomeLevel": "high", + "investmentExperience": "beginner" + }, + { + "userId": "10072", + "username": "赵芳", + "age": 52, + "riskLevel": "medium", + "incomeLevel": "low", + "investmentExperience": "moderate" + }, + { + "userId": "10073", + "username": "刘娟", + "age": 48, + "riskLevel": "medium", + "incomeLevel": "low", + "investmentExperience": "moderate" + }, + { + "userId": "10074", + "username": "陈军", + "age": 56, + "riskLevel": "high", + "incomeLevel": "low", + "investmentExperience": "none" + }, + { + "userId": "10075", + "username": "黄艳", + "age": 55, + "riskLevel": "low", + "incomeLevel": "medium", + "investmentExperience": "moderate" + }, + { + "userId": "10076", + "username": "李勇", + "age": 57, + "riskLevel": "medium", + "incomeLevel": "medium", + "investmentExperience": "moderate" + }, + { + "userId": "10077", + "username": "周丽", + "age": 48, + "riskLevel": "high", + "incomeLevel": "high", + "investmentExperience": "none" + }, + { + "userId": "10078", + "username": "吴伟", + "age": 34, + "riskLevel": "low", + "incomeLevel": "high", + "investmentExperience": "moderate" + }, + { + "userId": "10079", + "username": "赵磊", + "age": 34, + "riskLevel": "high", + "incomeLevel": "medium", + "investmentExperience": "beginner" + }, + { + "userId": "10080", + "username": "周勇", + "age": 54, + "riskLevel": "medium", + "incomeLevel": "high", + "investmentExperience": "none" + }, + { + "userId": "10081", + "username": "黄霞", + "age": 48, + "riskLevel": "low", + "incomeLevel": "low", + "investmentExperience": "beginner" + }, + { + "userId": "10082", + "username": "周军", + "age": 54, + "riskLevel": "low", + "incomeLevel": "medium", + "investmentExperience": "advanced" + }, + { + "userId": "10083", + "username": "王磊", + "age": 32, + "riskLevel": "medium", + "incomeLevel": "low", + "investmentExperience": "none" + }, + { + "userId": "10084", + "username": "王艳", + "age": 29, + "riskLevel": "medium", + "incomeLevel": "medium", + "investmentExperience": "advanced" + }, + { + "userId": "10085", + "username": "杨娜", + "age": 39, + "riskLevel": "high", + "incomeLevel": "high", + "investmentExperience": "moderate" + }, + { + "userId": "10086", + "username": "吴勇", + "age": 58, + "riskLevel": "low", + "incomeLevel": "low", + "investmentExperience": "advanced" + }, + { + "userId": "10087", + "username": "王娜", + "age": 53, + "riskLevel": "high", + "incomeLevel": "high", + "investmentExperience": "moderate" + }, + { + "userId": "10088", + "username": "黄勇", + "age": 30, + "riskLevel": "medium", + "incomeLevel": "high", + "investmentExperience": "none" + }, + { + "userId": "10089", + "username": "周娟", + "age": 52, + "riskLevel": "medium", + "incomeLevel": "high", + "investmentExperience": "advanced" + }, + { + "userId": "10090", + "username": "陈超", + "age": 48, + "riskLevel": "low", + "incomeLevel": "medium", + "investmentExperience": "none" + }, + { + "userId": "10091", + "username": "杨娜", + "age": 38, + "riskLevel": "high", + "incomeLevel": "medium", + "investmentExperience": "none" + }, + { + "userId": "10092", + "username": "刘勇", + "age": 60, + "riskLevel": "low", + "incomeLevel": "low", + "investmentExperience": "beginner" + }, + { + "userId": "10093", + "username": "吴伟", + "age": 43, + "riskLevel": "low", + "incomeLevel": "high", + "investmentExperience": "advanced" + }, + { + "userId": "10094", + "username": "周勇", + "age": 48, + "riskLevel": "high", + "incomeLevel": "high", + "investmentExperience": "none" + }, + { + "userId": "10095", + "username": "杨秀兰", + "age": 45, + "riskLevel": "low", + "incomeLevel": "medium", + "investmentExperience": "moderate" + }, + { + "userId": "10096", + "username": "赵艳", + "age": 28, + "riskLevel": "medium", + "incomeLevel": "low", + "investmentExperience": "beginner" + }, + { + "userId": "10097", + "username": "赵超", + "age": 31, + "riskLevel": "medium", + "incomeLevel": "medium", + "investmentExperience": "none" + }, + { + "userId": "10098", + "username": 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or not os.getenv('TENCENT_SECRET_KEY'): + logging.error("Missing Tencent Cloud credentials in .env file") + exit(1) + + # 启动前清理旧文件 + for f in os.listdir(AUDIO_DIR): + if f.startswith("tts_") or f.startswith("asr_"): + filepath = os.path.join(AUDIO_DIR, f) + if os.path.getmtime(filepath) < time.time() - 86400: # 24小时 + os.remove(filepath) + + # 运行服务 + app.run( + host='0.0.0.0', + port=5000, + debug=False, # 生产环境设为False + threaded=True + ) \ No newline at end of file diff --git a/summer-ospp/bankagent/tencent_tts/asr.py b/summer-ospp/bankagent/tencent_tts/asr.py new file mode 100644 index 00000000..b107f2c2 --- /dev/null +++ b/summer-ospp/bankagent/tencent_tts/asr.py @@ -0,0 +1,5 @@ +# asr.py +from huaweicloud_sis import asr_short_sentence_wav16k + +def asr_recognize_bytes(wav16k_bytes: bytes) -> str: + return asr_short_sentence_wav16k(wav16k_bytes, lang="en_us") diff --git a/summer-ospp/bankagent/tencent_tts/audio_storage/tts_1758089607_18a71d18.mp3 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b/summer-ospp/bankagent/tencent_tts/huaweicloud_sis.py new file mode 100644 index 00000000..cb8fd9d5 --- /dev/null +++ b/summer-ospp/bankagent/tencent_tts/huaweicloud_sis.py @@ -0,0 +1,102 @@ +# huaweicloud_sis.py +import os, hmac, hashlib, base64, json, datetime, requests +from typing import Tuple + +AK = os.getenv("HUAWEI_AK") +SK = os.getenv("HUAWEI_SK") +PROJECT_ID = os.getenv("HUAWEI_PROJECT_ID") +REGION = os.getenv("HUAWEI_REGION", "cn-north-4") +SIS_ENDPOINT = os.getenv("HUAWEI_SIS_ENDPOINT", f"https://sis-ext.{REGION}.myhuaweicloud.com").rstrip("/") + +if not (AK and SK and PROJECT_ID): + raise RuntimeError("请先设置 HUAWEI_AK / HUAWEI_SK / HUAWEI_PROJECT_ID（必填），HUAWEI_REGION 可选，HUAWEI_SIS_ENDPOINT 可选") + +def _utc_iso() -> str: + # 形如：20250829T080102Z + return datetime.datetime.utcnow().strftime("%Y%m%dT%H%M%SZ") + +def _canonical_request(method: str, path: str, query: str, headers: dict, body: bytes) -> Tuple[str, str]: + # 规范化 header：host + x-sdk-date 必须；其余按需增加 + # 注意：Host 必须与实际域名一致 + host = SIS_ENDPOINT.replace("https://", "").replace("http://", "") + x_sdk_date = headers.get("X-Sdk-Date") or _utc_iso() + headers["Host"] = host + headers["X-Sdk-Date"] = x_sdk_date + + # 参与签名的头（小写、按字典序） + signed_header_keys = ["host", "x-sdk-date"] + canonical_headers = f"host:{host}\n" + f"x-sdk-date:{x_sdk_date}\n" + signed_headers = ";".join(signed_header_keys) + + # body sha256 + payload_hash = hashlib.sha256(body or b"").hexdigest() + + # path & query 已经是规范形式（path 形如 /v1/{project_id}/tts） + canonical = "\n".join([ + method.upper(), + path, + query or "", + canonical_headers, + signed_headers, + payload_hash + ]) + return canonical, signed_headers + +def _sign(method: str, path: str, query: str, body: bytes, extra_headers: dict = None) -> dict: + """返回带 Authorization 的 headers；采用华为云 APIG V2 简化签名""" + headers = {"Content-Type": "application/json"} + if extra_headers: + headers.update(extra_headers) + canonical, signed_headers = _canonical_request(method, path, query, headers, body) + string_to_sign = canonical.encode("utf-8") + signature = hmac.new(SK.encode("utf-8"), string_to_sign, hashlib.sha256).hexdigest() + auth = f"HMAC-SHA256 Credential={AK}, SignedHeaders={signed_headers}, Signature={signature}" + headers["Authorization"] = auth + return headers + +def _request_json(method: str, url: str, path: str, body: dict, timeout: int = 60) -> dict: + body_bytes = json.dumps(body, ensure_ascii=False).encode("utf-8") + headers = _sign(method, path, "", body_bytes) + resp = requests.request(method, url, headers=headers, data=body_bytes, timeout=timeout) + if resp.status_code >= 300: + raise RuntimeError(f"SIS HTTP {resp.status_code}: {resp.text}") + return resp.json() + +# ===================== 一句话识别（短音频，<=1min，<=10MB） ===================== +def asr_short_sentence_wav16k(wav_bytes: bytes, lang="en_us") -> str: + # 参考属性：英文 16k + prop = "english_16k" if lang.lower().startswith("en") else "chinese_16k_general" + b64 = base64.b64encode(wav_bytes).decode("utf-8") + path = f"/v1/{PROJECT_ID}/short-audio" + url = f"{SIS_ENDPOINT}{path}" + body = { + "config": { + "audio_format": "wav", + "property": prop, + "add_punc": "yes" + }, + "data": b64 + } + data = _request_json("POST", url, path, body, timeout=90) + # 返回结构通常为 {"result":{"text":"..."}} + return (data.get("result") or {}).get("text", "") + +# ===================== 文本转语音（TTS） ===================== +def tts_text_to_wav(text: str, lang="en_us") -> bytes: + prop = "english_common" if lang.lower().startswith("en") else "chinese_xiaoyan_common" + path = f"/v1/{PROJECT_ID}/tts" + url = f"{SIS_ENDPOINT}{path}" + body = { + "text": text, + "config": { + "audio_format": "wav", + "sample_rate": "16000", + "property": prop + } + } + data = _request_json("POST", url, path, body, timeout=90) + # 返回结构通常为 {"result":{"data":"base64", "format":"wav"}} + b64 = (data.get("result") or {}).get("data", "") + if not b64: + raise RuntimeError(f"TTS返回空：{data}") + return base64.b64decode(b64) diff --git a/summer-ospp/bankagent/tencent_tts/luyin.py b/summer-ospp/bankagent/tencent_tts/luyin.py new file mode 100644 index 00000000..43dce716 --- /dev/null +++ b/summer-ospp/bankagent/tencent_tts/luyin.py @@ -0,0 +1,12 @@ +import sounddevice as sd +import soundfile as sf + +fs = 16000 # 采样率 +seconds = 3 # 录音时长 + +print("开始录音...") +audio = sd.rec(int(seconds * fs), samplerate=fs, channels=1, dtype='int16') +sd.wait() +print("录音完成，保存为 sample.wav") + +sf.write("sample.wav", audio, fs) diff --git a/summer-ospp/bankagent/tencent_tts/requirements.txt b/summer-ospp/bankagent/tencent_tts/requirements.txt new file mode 100644 index 00000000..409e6181 --- /dev/null +++ b/summer-ospp/bankagent/tencent_tts/requirements.txt @@ -0,0 +1,6 @@ +fastapi==0.111.0 +uvicorn[standard]==0.30.0 +requests==2.32.3 +soundfile==0.12.1 +numpy==1.26.4 +python-multipart==0.0.9 \ No newline at end of file diff --git a/summer-ospp/bankagent/tencent_tts/speech_client.py b/summer-ospp/bankagent/tencent_tts/speech_client.py new file mode 100644 index 00000000..8620b7e6 --- /dev/null +++ b/summer-ospp/bankagent/tencent_tts/speech_client.py @@ -0,0 +1,82 @@ +import os +import base64 +import logging +from tencentcloud.common import credential +from tencentcloud.common.profile.client_profile import ClientProfile +from tencentcloud.asr.v20190614 import asr_client, models as asr_models +from tencentcloud.tts.v20190823 import tts_client, models as tts_models +from dotenv import load_dotenv + +load_dotenv() + + +class TencentSpeech: + def __init__(self): + # 初始化认证 + self.secret_id = os.getenv('TENCENT_SECRET_ID') + self.secret_key = os.getenv('TENCENT_SECRET_KEY') + self.region = os.getenv('TENCENT_REGION', 'ap-shanghai') + + # 创建客户端 + cred = credential.Credential(self.secret_id, self.secret_key) + self.asr_client = self._init_asr_client(cred) + self.tts_client = self._init_tts_client(cred) + + def _init_asr_client(self, cred): + """初始化ASR客户端""" + cp = ClientProfile() + cp.httpProfile.endpoint = "asr.tencentcloudapi.com" + return asr_client.AsrClient(cred, self.region, cp) + + def _init_tts_client(self, cred): + """初始化TTS客户端""" + cp = ClientProfile() + cp.httpProfile.endpoint = "tts.tencentcloudapi.com" + return tts_client.TtsClient(cred, self.region, cp) + + def recognize(self, audio_path): + """语音识别（ASR） + :param audio_path: 音频文件路径（支持wav/mp3） + :return: 识别文本 + """ + try: + # 读取并编码音频 + with open(audio_path, "rb") as f: + audio_data = base64.b64encode(f.read()).decode('utf-8') + + req = asr_models.SentenceRecognitionRequest() + req.ProjectId = 0 + req.SubServiceType = 2 # 实时识别 + req.EngSerViceType = "16k_zh" # 中文普通话 + req.SourceType = 1 # 本地音频 + req.VoiceFormat = "wav" if audio_path.endswith(".wav") else "mp3" + req.UsrAudioKey = os.path.basename(audio_path) + req.Data = audio_data + req.DataLen = len(audio_data) + + resp = self.asr_client.SentenceRecognition(req) + return resp.Result + except Exception as e: + logging.error(f"ASR识别失败: {str(e)}") + raise + + def synthesize(self, text, voice_type=1): + """语音合成（TTS） + :param text: 待合成文本 + :param voice_type: 音色类型（1-6） + :return: 音频二进制数据 + """ + try: + req = tts_models.TextToVoiceRequest() + req.Text = text + req.SessionId = "pycharm-session" + req.ModelType = 1 # 基础模型 + req.VoiceType = voice_type + req.PrimaryLanguage = 1 # 中文 + req.SampleRate = 16000 + + resp = self.tts_client.TextToVoice(req) + return base64.b64decode(resp.Audio) + except Exception as e: + logging.error(f"TTS合成失败: {str(e)}") + raise \ No newline at end of file diff --git a/summer-ospp/bankagent/tencent_tts/test_english_tts.py b/summer-ospp/bankagent/tencent_tts/test_english_tts.py new file mode 100644 index 00000000..a113adc3 --- /dev/null +++ b/summer-ospp/bankagent/tencent_tts/test_english_tts.py @@ -0,0 +1,64 @@ +import os +import base64 +import logging +from tencentcloud.common import credential +from tencentcloud.common.profile.client_profile import ClientProfile +from tencentcloud.tts.v20190823 import tts_client, models +from dotenv import load_dotenv + +# 初始化 +load_dotenv() +logging.basicConfig(level=logging.INFO) +logger = logging.getLogger("TTS-Test") + + +def synthesize_english_text(text, voice_type=1001): + """合成英文语音（使用英文专用音色） + + :param text: 英文文本 + :param voice_type: 英文音色类型 (1001-1016) + :return: 音频二进制数据 + """ + try: + cred = credential.Credential( + os.getenv('TENCENT_SECRET_ID'), + os.getenv('TENCENT_SECRET_KEY') + ) + cp = ClientProfile() + cp.httpProfile.endpoint = "tts.tencentcloudapi.com" + client = tts_client.TtsClient(cred, "ap-shanghai", cp) + + req = models.TextToVoiceRequest() + req.Text = text + req.SessionId = "english-test" + req.ModelType = 1 + req.VoiceType = voice_type # 关键修改：使用英文音色ID + req.PrimaryLanguage = 2 # 2=English + req.SampleRate = 16000 + + resp = client.TextToVoice(req) + return base64.b64decode(resp.Audio) + + except Exception as e: + logger.error(f"TTS Error: {str(e)}") + raise + + +def save_audio(audio_data, filename="english_output.mp3"): + with open(filename, "wb") as f: + f.write(audio_data) + logger.info(f"Audio saved to: {os.path.abspath(filename)}") + + +if __name__ == "__main__": + # 测试参数 + test_text = "123453434Hello, this is a test of Tencent Cloud English TTS service." + voice_type = 1001 # 英文女声 (1001-1016) + + try: + logger.info(f"Starting English TTS: '{test_text}'") + audio = synthesize_english_text(test_text, voice_type) + save_audio(audio) + logger.info("Test succeeded!") + except Exception as e: + logger.error(f"Test failed: {str(e)}") \ No newline at end of file diff --git a/summer-ospp/bankagent/tencent_tts/tts.py b/summer-ospp/bankagent/tencent_tts/tts.py new file mode 100644 index 00000000..0bea0e6b --- /dev/null +++ b/summer-ospp/bankagent/tencent_tts/tts.py @@ -0,0 +1,9 @@ +# tts.py +import base64 +from huaweicloud_sis import tts_text_to_wav + +def tts_wav_bytes(text: str) -> bytes: + return tts_text_to_wav(text, lang="en_us") + +def tts_wav_base64(text: str) -> str: + return base64.b64encode(tts_wav_bytes(text)).decode("utf-8") diff --git a/summer-ospp/bankagent/tencent_tts/utils_audio.py b/summer-ospp/bankagent/tencent_tts/utils_audio.py new file mode 100644 index 00000000..100dfe53 --- /dev/null +++ b/summer-ospp/bankagent/tencent_tts/utils_audio.py @@ -0,0 +1,57 @@ +# utils_audio.py —— 无需 soundfile；优先使用 ffmpeg，失败则纯 Python WAV 兜底 +import io, os, shutil, subprocess, numpy as np, wave + +def _has_ffmpeg(): + return shutil.which("ffmpeg") is not None + +def _resample_linear(x: np.ndarray, src_sr: int, dst_sr: int) -> np.ndarray: + if src_sr == dst_sr: + return x.astype(np.float32) + t_old = np.linspace(0, len(x)/src_sr, num=len(x), endpoint=False) + t_new = np.linspace(0, len(x)/src_sr, num=int(len(x)*dst_sr/src_sr), endpoint=False) + y = np.interp(t_new, t_old, x).astype(np.float32) + return y + +def _wav_bytes_to_np(raw_bytes: bytes): + # 兜底方案，仅支持 PCM WAV + bio = io.BytesIO(raw_bytes) + with wave.open(bio, 'rb') as wf: + n_channels = wf.getnchannels() + sampwidth = wf.getsampwidth() + framerate = wf.getframerate() + n_frames = wf.getnframes() + pcm = wf.readframes(n_frames) + if sampwidth == 2: + dtype = np.int16 + data = np.frombuffer(pcm, dtype=dtype).astype(np.float32) / 32768.0 + else: + data = np.frombuffer(pcm, dtype=np.uint8).astype(np.float32) + data = (data - 128.0) / 128.0 + if n_channels > 1: + data = data.reshape(-1, n_channels).mean(axis=1) + return data, int(framerate) + +def ensure_wav16k_mono(raw_bytes: bytes) -> bytes: + """将任意输入音频转成 16kHz/mono 的 WAV（bytes）""" + if _has_ffmpeg(): + try: + p = subprocess.run( + ["ffmpeg", "-hide_banner", "-loglevel", "error", + "-i", "pipe:0", "-f", "wav", "-ar", "16000", "-ac", "1", "pipe:1"], + input=raw_bytes, stdout=subprocess.PIPE, stderr=subprocess.PIPE, check=True + ) + return p.stdout + except subprocess.CalledProcessError: + pass + + # 没有 ffmpeg，兜底：只能处理 WAV + data, sr = _wav_bytes_to_np(raw_bytes) + data = _resample_linear(data, sr, 16000) + bio = io.BytesIO() + with wave.open(bio, 'wb') as wf: + wf.setnchannels(1) + wf.setsampwidth(2) # 16-bit PCM + wf.setframerate(16000) + pcm = np.clip(data * 32767.0, -32768, 32767).astype(np.int16).tobytes() + wf.writeframes(pcm) + return bio.getvalue() From d006500cfd33706a65674d62c30ac2daefb141f2 Mon Sep 17 00:00:00 2001 From: guolei666 <1359677949@qq.com> Date: Sun, 28 Sep 2025 15:24:53 +0800 Subject: [PATCH 7/8] Update Readme.md --- summer-ospp/bankagent/Readme.md | 5 +++-- 1 file changed, 3 insertions(+), 2 deletions(-) diff --git a/summer-ospp/bankagent/Readme.md b/summer-ospp/bankagent/Readme.md index 39844142..4d8307f6 100644 --- a/summer-ospp/bankagent/Readme.md +++ b/summer-ospp/bankagent/Readme.md @@ -1,3 +1,4 @@ -1. 项目需应用MindSporeNLP和生成式套件的ASR + lm +TTS功能 -2. 搭建多个业务智能体，包括认证，查询，投资顾问，投诉等；完成多个智能体交互和意图识别功能 +1. 应用MindSporeNLP和生成式套件的ASR + lm +TTS功能 +2. 搭建了多个业务智能体，包括认证，查询，投资顾问，投诉等；完成多个智能体交互和意图识别功能 3. 搭建后端服务层：大数据引擎用于用户画像；风控引擎用于规则和安全 +image From a6fca628ead6e553ab5bff8352529961dc050f77 Mon Sep 17 00:00:00 2001 From: guolei666 <1359677949@qq.com> Date: Sun, 28 Sep 2025 16:15:11 +0800 Subject: [PATCH 8/8] Update asr.py --- summer-ospp/bankagent/arsr_tts/asr.py | 183 +++++++++++++++++++++++++- 1 file changed, 179 insertions(+), 4 deletions(-) diff --git a/summer-ospp/bankagent/arsr_tts/asr.py b/summer-ospp/bankagent/arsr_tts/asr.py index b107f2c2..59467289 100644 --- a/summer-ospp/bankagent/arsr_tts/asr.py +++ b/summer-ospp/bankagent/arsr_tts/asr.py @@ -1,5 +1,180 @@ -# asr.py -from huaweicloud_sis import asr_short_sentence_wav16k +# asr_system.py +import os +import numpy as np +import librosa +import mindspore as ms +import mindspore.nn as nn +import mindspore.ops as ops +from mindspore import Tensor, context +from mindspore.dataset import GeneratorDataset +from mindspore.train import Model, LossMonitor +from mindspore.common.initializer import XavierUniform -def asr_recognize_bytes(wav16k_bytes: bytes) -> str: - return asr_short_sentence_wav16k(wav16k_bytes, lang="en_us") +# ====================== +# 1. 数据预处理模块 +# ====================== +class LJSpeechDataset: + """LJSpeech数据集加载与特征提取""" + def __init__(self, data_path, sr=16000, n_mfcc=40): + self.wav_files = sorted([os.path.join(data_path, f) for f in os.listdir(data_path) if f.endswith('.wav')]) + self.transcripts = self._load_transcripts() + self.sr = sr + self.n_mfcc = n_mfcc + self.char2idx = {'a': 0, 'b': 1, ...} # 实际使用时需要完整字符集 + self.idx2char = {v: k for k, v in self.char2idx.items()} + + def _load_transcripts(self): + """加载文本转录""" + transcripts = [] + for wav_file in self.wav_files: + txt_file = wav_file.replace('.wav', '.txt') + with open(txt_file, 'r') as f: + transcripts.append(f.read().strip()) + return transcripts + + def __getitem__(self, index): + """提取MFCC特征和文本标签""" + # 音频处理 + wav, _ = librosa.load(self.wav_files[index], sr=self.sr) + mfcc = librosa.feature.mfcc(y=wav, sr=self.sr, n_mfcc=self.n_mfcc) + + # 文本处理 + text = self.transcripts[index] + token_ids = [self.char2idx[c] for c in text if c in self.char2idx] + + return mfcc.T, np.array(token_ids, dtype=np.int32) + + def __len__(self): + return len(self.wav_files) + +# ====================== +# 2. 模型架构 (Transformer-based) +# ====================== +class TransformerASR(nn.Cell): + """基于Transformer的ASR模型""" + def __init__(self, vocab_size, d_model=256, nhead=8, num_layers=6): + super().__init__() + self.d_model = d_model + + # 音频特征编码 + self.src_embed = nn.Dense(40, d_model) + self.pos_encoder = PositionalEncoding(d_model) + + # Transformer主干 + encoder_layer = nn.TransformerEncoderLayer(d_model, nhead, dim_feedforward=1024) + self.transformer_encoder = nn.TransformerEncoder(encoder_layer, num_layers) + + # 文本解码 + self.tgt_embed = nn.Embedding(vocab_size, d_model) + decoder_layer = nn.TransformerDecoderLayer(d_model, nhead, dim_feedforward=1024) + self.transformer_decoder = nn.TransformerDecoder(decoder_layer, num_layers) + + # 输出层 + self.fc_out = nn.Dense(d_model, vocab_size, weight_init=XavierUniform()) + + def construct(self, src, tgt): + # src: [batch, src_len, 40] + # tgt: [batch, tgt_len] + + # 编码器处理音频特征 + src = self.src_embed(src) * np.sqrt(self.d_model) + src = self.pos_encoder(src) + memory = self.transformer_encoder(src) + + # 解码器生成文本 + tgt = self.tgt_embed(tgt) * np.sqrt(self.d_model) + tgt = self.pos_encoder(tgt) + output = self.transformer_decoder(tgt, memory) + + return self.fc_out(output) + +class PositionalEncoding(nn.Cell): + """Transformer位置编码""" + def __init__(self, d_model, max_len=5000): + super().__init__() + pe = np.zeros((max_len, d_model)) + position = np.arange(0, max_len, dtype=np.float32).reshape(-1, 1) + div_term = np.exp(np.arange(0, d_model, 2) * (-np.log(10000.0) / d_model)) + pe[:, 0::2] = np.sin(position * div_term) + pe[:, 1::2] = np.cos(position * div_term) + self.pe = Tensor(pe, ms.float32) + + def construct(self, x): + return x + self.pe[:x.shape[1]] + +# ====================== +# 3. 训练流程 +# ====================== +def train_asr(): + # 环境设置 + context.set_context(mode=context.GRAPH_MODE, device_target="GPU") + + # 数据准备 + dataset = LJSpeechDataset("data/LJSpeech-1.1") + train_data = GeneratorDataset(dataset, ["features", "labels"]) + train_data = train_data.batch(32) + + # 模型初始化 + model = TransformerASR(vocab_size=len(dataset.char2idx)) + loss_fn = nn.CrossEntropyLoss() + optimizer = nn.Adam(model.trainable_params(), learning_rate=0.0001) + + # 定义训练网络 + net = nn.WithLossCell(model, loss_fn) + train_net = nn.TrainOneStepCell(net, optimizer) + + # 训练模型 + model = Model(train_net) + model.train(epoch=10, + train_dataset=train_data, + callbacks=[LossMonitor()]) + + # 保存模型 + ms.save_checkpoint(model, "asr_model.ckpt") + +# ====================== +# 4. 推理部署 +# ====================== +class ASRPredictor: + """ASR预测接口""" + def __init__(self, ckpt_path, char2idx): + self.model = TransformerASR(vocab_size=len(char2idx)) + ms.load_checkpoint(ckpt_path, self.model) + self.model.set_train(False) + self.char2idx = char2idx + self.idx2char = {v: k for k, v in char2idx.items()} + + def predict(self, wav_path): + # 特征提取 + mfcc = self._extract_features(wav_path) + src = Tensor(mfcc[np.newaxis, ...], ms.float32) + + # 自回归解码 + tgt = Tensor([[self.char2idx['']]], ms.int32) # 开始符 + output_ids = [] + + for _ in range(100): # 最大生成长度 + outputs = self.model(src, tgt) + next_id = int(outputs[0, -1].argmax()) + if next_id == self.char2idx['']: # 结束符 + break + output_ids.append(next_id) + tgt = ops.concat((tgt, Tensor([[next_id]], ms.int32)), axis=1) + + return ''.join([self.idx2char[i] for i in output_ids]) + + def _extract_features(self, wav_path): + wav, _ = librosa.load(wav_path, sr=16000) + return librosa.feature.mfcc(y=wav, sr=16000, n_mfcc=40).T + +# ====================== +# 5. 主程序入口 +# ====================== +if __name__ == "__main__": + # 训练模型 + train_asr() + + # 测试推理 + predictor = ASRPredictor("asr_model.ckpt", char2idx={'a':0, 'b':1, ...}) + result = predictor.predict("test.wav") + print("识别结果:", result)