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Merge pull request Ikaros-521#641 from Ikaros-521/owner
对接 QAnything
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,111 @@ | ||
| import json, logging | ||
| import requests | ||
| from urllib.parse import urljoin | ||
|
|
||
| # from utils.common import Common | ||
| # from utils.logger import Configure_logger | ||
|
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|
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| class QAnything: | ||
| def __init__(self, data): | ||
| # self.common = Common() | ||
| # 日志文件路径 | ||
| # file_path = "./log/log-" + self.common.get_bj_time(1) + ".txt" | ||
| # Configure_logger(file_path) | ||
|
|
||
| self.api_ip_port = data["api_ip_port"] | ||
| self.config_data = data | ||
|
|
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| self.history = [] | ||
|
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||
|
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| # 获取知识库列表 | ||
| def get_list_knowledge_base(self): | ||
| url = urljoin(self.api_ip_port, "/api/local_doc_qa/list_knowledge_base") | ||
| try: | ||
| response = requests.post(url, json={"user_id": self.config_data["user_id"]}) | ||
| response.raise_for_status() # 检查响应的状态码 | ||
|
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||
| result = response.content | ||
| ret = json.loads(result) | ||
|
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||
| logging.debug(ret) | ||
| logging.info(f"本地知识库列表：{ret['data']}") | ||
|
|
||
| return ret['data'] | ||
| except Exception as e: | ||
| logging.error(e) | ||
| return None | ||
|
|
||
|
|
||
| def get_resp(self, data): | ||
| """请求对应接口，获取返回值 | ||
| Args: | ||
| data (dict): json数据 | ||
| Returns: | ||
| str: 返回的文本回答 | ||
| """ | ||
| try: | ||
| url = self.api_ip_port + "/api/local_doc_qa/local_doc_chat" | ||
|
|
||
| data_json = { | ||
| "user_id": self.config_data["user_id"], | ||
| "kb_ids": self.config_data["kb_ids"], | ||
| "question": data["prompt"], | ||
| "history": self.history | ||
| } | ||
|
|
||
| response = requests.post(url=url, json=data_json) | ||
| response.raise_for_status() # 检查响应的状态码 | ||
|
|
||
| result = response.content | ||
| ret = json.loads(result) | ||
|
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| logging.info(ret) | ||
|
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||
| resp_content = ret["response"] | ||
|
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||
| # 启用历史就给我记住！ | ||
| if self.config_data["history_enable"]: | ||
| self.history = ret["history"] | ||
|
|
||
| while True: | ||
| # 计算所有字符数 | ||
| total_chars = sum(len(item) for sublist in self.history for item in sublist) | ||
|
|
||
| # 如果大于限定最大历史数，就剔除第一个元素 | ||
| if total_chars > self.config_data["history_max_len"]: | ||
| self.history.pop(0) | ||
| else: | ||
| break | ||
|
|
||
| return resp_content | ||
| except Exception as e: | ||
| logging.error(e) | ||
| return None | ||
|
|
||
|
|
||
| if __name__ == '__main__': | ||
| # 配置日志输出格式 | ||
| logging.basicConfig( | ||
| level=logging.DEBUG, # 设置日志级别，可以根据需求调整 | ||
| format="%(asctime)s [%(levelname)s] %(message)s", | ||
| datefmt="%Y-%m-%d %H:%M:%S", | ||
| ) | ||
|
|
||
| data = { | ||
| "api_ip_port": "http://127.0.0.1:8777", | ||
| "user_id": "zzp", | ||
| "kb_ids": ["KB2435554f1fb348ad84a1eb60eaa1c466"], | ||
| "history_enable": True, | ||
| "history_max_len": 300 | ||
| } | ||
| qanything = QAnything(data) | ||
|
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||
|
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| qanything.get_list_knowledge_base() | ||
| logging.info(qanything.get_resp({"prompt": "伊卡洛斯和妮姆芙的关系"})) | ||
| logging.info(qanything.get_resp({"prompt": "伊卡洛斯的英文名"})) | ||
|
|
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,113 @@ | ||
| import json, logging | ||
| import requests | ||
| from urllib.parse import urljoin | ||
|
|
||
| from utils.common import Common | ||
| from utils.logger import Configure_logger | ||
|
|
||
|
|
||
| class QAnything: | ||
| def __init__(self, data): | ||
| self.common = Common() | ||
| # 日志文件路径 | ||
| file_path = "./log/log-" + self.common.get_bj_time(1) + ".txt" | ||
| Configure_logger(file_path) | ||
|
|
||
| self.api_ip_port = data["api_ip_port"] | ||
| self.config_data = data | ||
|
|
||
| self.history = [] | ||
|
|
||
| self.get_list_knowledge_base() | ||
|
|
||
|
|
||
| # 获取知识库列表 | ||
| def get_list_knowledge_base(self): | ||
| url = urljoin(self.api_ip_port, "/api/local_doc_qa/list_knowledge_base") | ||
| try: | ||
| response = requests.post(url, json={"user_id": self.config_data["user_id"]}) | ||
| response.raise_for_status() # 检查响应的状态码 | ||
|
|
||
| result = response.content | ||
| ret = json.loads(result) | ||
|
|
||
| logging.debug(ret) | ||
| logging.info(f"本地知识库列表：{ret['data']}") | ||
|
|
||
| return ret['data'] | ||
| except Exception as e: | ||
| logging.error(e) | ||
| return None | ||
|
|
||
|
|
||
| def get_resp(self, data): | ||
| """请求对应接口，获取返回值 | ||
| Args: | ||
| data (dict): json数据 | ||
| Returns: | ||
| str: 返回的文本回答 | ||
| """ | ||
| try: | ||
| url = self.api_ip_port + "/api/local_doc_qa/local_doc_chat" | ||
|
|
||
| data_json = { | ||
| "user_id": self.config_data["user_id"], | ||
| "kb_ids": self.config_data["kb_ids"], | ||
| "question": data["prompt"], | ||
| "history": self.history | ||
| } | ||
|
|
||
| response = requests.post(url=url, json=data_json) | ||
| response.raise_for_status() # 检查响应的状态码 | ||
|
|
||
| result = response.content | ||
| ret = json.loads(result) | ||
|
|
||
| logging.debug(ret) | ||
|
|
||
| resp_content = ret["response"] | ||
|
|
||
| # 启用历史就给我记住！ | ||
| if self.config_data["history_enable"]: | ||
| self.history = ret["history"] | ||
|
|
||
| while True: | ||
| # 计算所有字符数 | ||
| total_chars = sum(len(item) for sublist in self.history for item in sublist) | ||
|
|
||
| # 如果大于限定最大历史数，就剔除第一个元素 | ||
| if total_chars > self.config_data["history_max_len"]: | ||
| self.history.pop(0) | ||
| else: | ||
| break | ||
|
|
||
| return resp_content | ||
| except Exception as e: | ||
| logging.error(e) | ||
| return None | ||
|
|
||
|
|
||
| if __name__ == '__main__': | ||
| # 配置日志输出格式 | ||
| logging.basicConfig( | ||
| level=logging.DEBUG, # 设置日志级别，可以根据需求调整 | ||
| format="%(asctime)s [%(levelname)s] %(message)s", | ||
| datefmt="%Y-%m-%d %H:%M:%S", | ||
| ) | ||
|
|
||
| data = { | ||
| "api_ip_port": "http://127.0.0.1:8777", | ||
| "user_id": "zzp", | ||
| "kb_ids": ["KB2435554f1fb348ad84a1eb60eaa1c466"], | ||
| "history_enable": True, | ||
| "history_max_len": 300 | ||
| } | ||
| qanything = QAnything(data) | ||
|
|
||
|
|
||
| qanything.get_list_knowledge_base() | ||
| logging.info(qanything.get_resp({"prompt": "伊卡洛斯和妮姆芙的关系"})) | ||
| logging.info(qanything.get_resp({"prompt": "伊卡洛斯的英文名"})) | ||
|
|
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