Spaces:
Sleeping
Sleeping
:gem: [Feature] New auth_api_key, and catch Exception and response
Browse files- apis/chat_api.py +61 -47
- configs/secrets_template.json +4 -0
apis/chat_api.py
CHANGED
@@ -7,7 +7,7 @@ import uvicorn
|
|
7 |
from pathlib import Path
|
8 |
from typing import Union
|
9 |
|
10 |
-
from fastapi import FastAPI, Depends
|
11 |
from fastapi.responses import HTMLResponse
|
12 |
from fastapi.security import HTTPBearer, HTTPAuthorizationCredentials
|
13 |
from pydantic import BaseModel, Field
|
@@ -15,10 +15,12 @@ from sse_starlette.sse import EventSourceResponse, ServerSentEvent
|
|
15 |
from tclogger import logger
|
16 |
|
17 |
from constants.models import AVAILABLE_MODELS_DICTS, PRO_MODELS
|
18 |
-
from constants.envs import CONFIG
|
|
|
19 |
|
20 |
from messagers.message_composer import MessageComposer
|
21 |
from mocks.stream_chat_mocker import stream_chat_mock
|
|
|
22 |
from networks.huggingface_streamer import HuggingfaceStreamer
|
23 |
from networks.huggingchat_streamer import HuggingchatStreamer
|
24 |
from networks.openai_streamer import OpenaiStreamer
|
@@ -38,26 +40,31 @@ class ChatAPIApp:
|
|
38 |
return {"object": "list", "data": AVAILABLE_MODELS_DICTS}
|
39 |
|
40 |
def extract_api_key(
|
41 |
-
credentials: HTTPAuthorizationCredentials = Depends(
|
42 |
-
HTTPBearer(auto_error=False)
|
43 |
-
),
|
44 |
):
|
45 |
api_key = None
|
46 |
if credentials:
|
47 |
api_key = credentials.credentials
|
48 |
-
|
49 |
-
|
50 |
|
51 |
-
|
52 |
-
|
53 |
-
|
54 |
-
|
55 |
-
|
56 |
-
|
57 |
-
|
58 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
59 |
|
60 |
class ChatCompletionsPostItem(BaseModel):
|
|
|
61 |
model: str = Field(
|
62 |
default="nous-mixtral-8x7b",
|
63 |
description="(str) `nous-mixtral-8x7b`",
|
@@ -90,38 +97,45 @@ class ChatAPIApp:
|
|
90 |
def chat_completions(
|
91 |
self, item: ChatCompletionsPostItem, api_key: str = Depends(extract_api_key)
|
92 |
):
|
93 |
-
|
94 |
-
|
95 |
-
|
96 |
-
|
97 |
-
|
98 |
-
|
99 |
-
|
100 |
-
|
101 |
-
|
102 |
-
|
103 |
-
|
104 |
-
|
105 |
-
|
106 |
-
|
107 |
-
|
108 |
-
|
109 |
-
|
110 |
-
|
111 |
-
|
112 |
-
|
113 |
-
|
114 |
-
|
115 |
-
|
116 |
-
|
117 |
-
|
118 |
-
|
119 |
-
|
120 |
-
|
121 |
-
|
122 |
-
|
123 |
-
|
124 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
125 |
|
126 |
def get_readme(self):
|
127 |
readme_path = Path(__file__).parents[1] / "README.md"
|
|
|
7 |
from pathlib import Path
|
8 |
from typing import Union
|
9 |
|
10 |
+
from fastapi import FastAPI, Depends, HTTPException
|
11 |
from fastapi.responses import HTMLResponse
|
12 |
from fastapi.security import HTTPBearer, HTTPAuthorizationCredentials
|
13 |
from pydantic import BaseModel, Field
|
|
|
15 |
from tclogger import logger
|
16 |
|
17 |
from constants.models import AVAILABLE_MODELS_DICTS, PRO_MODELS
|
18 |
+
from constants.envs import CONFIG, SECRETS
|
19 |
+
from networks.exceptions import HfApiException, INVALID_API_KEY_ERROR
|
20 |
|
21 |
from messagers.message_composer import MessageComposer
|
22 |
from mocks.stream_chat_mocker import stream_chat_mock
|
23 |
+
|
24 |
from networks.huggingface_streamer import HuggingfaceStreamer
|
25 |
from networks.huggingchat_streamer import HuggingchatStreamer
|
26 |
from networks.openai_streamer import OpenaiStreamer
|
|
|
40 |
return {"object": "list", "data": AVAILABLE_MODELS_DICTS}
|
41 |
|
42 |
def extract_api_key(
|
43 |
+
credentials: HTTPAuthorizationCredentials = Depends(HTTPBearer()),
|
|
|
|
|
44 |
):
|
45 |
api_key = None
|
46 |
if credentials:
|
47 |
api_key = credentials.credentials
|
48 |
+
env_api_key = SECRETS["HF_LLM_API_KEY"]
|
49 |
+
return api_key
|
50 |
|
51 |
+
def auth_api_key(self, api_key: str):
|
52 |
+
env_api_key = SECRETS["HF_LLM_API_KEY"]
|
53 |
+
|
54 |
+
# require no api_key
|
55 |
+
if not env_api_key:
|
56 |
+
return None
|
57 |
+
# user provides HF_TOKEN
|
58 |
+
if api_key and api_key.startswith("hf_"):
|
59 |
+
return api_key
|
60 |
+
# user provides correct API_KEY
|
61 |
+
if str(api_key) == str(env_api_key):
|
62 |
+
return None
|
63 |
+
|
64 |
+
raise INVALID_API_KEY_ERROR
|
65 |
|
66 |
class ChatCompletionsPostItem(BaseModel):
|
67 |
+
|
68 |
model: str = Field(
|
69 |
default="nous-mixtral-8x7b",
|
70 |
description="(str) `nous-mixtral-8x7b`",
|
|
|
97 |
def chat_completions(
|
98 |
self, item: ChatCompletionsPostItem, api_key: str = Depends(extract_api_key)
|
99 |
):
|
100 |
+
try:
|
101 |
+
api_key = self.auth_api_key(api_key)
|
102 |
+
|
103 |
+
if item.model == "gpt-3.5-turbo":
|
104 |
+
streamer = OpenaiStreamer()
|
105 |
+
stream_response = streamer.chat_response(messages=item.messages)
|
106 |
+
elif item.model in PRO_MODELS:
|
107 |
+
streamer = HuggingchatStreamer(model=item.model)
|
108 |
+
stream_response = streamer.chat_response(
|
109 |
+
messages=item.messages,
|
110 |
+
)
|
111 |
+
else:
|
112 |
+
streamer = HuggingfaceStreamer(model=item.model)
|
113 |
+
composer = MessageComposer(model=item.model)
|
114 |
+
composer.merge(messages=item.messages)
|
115 |
+
stream_response = streamer.chat_response(
|
116 |
+
prompt=composer.merged_str,
|
117 |
+
temperature=item.temperature,
|
118 |
+
top_p=item.top_p,
|
119 |
+
max_new_tokens=item.max_tokens,
|
120 |
+
api_key=api_key,
|
121 |
+
use_cache=item.use_cache,
|
122 |
+
)
|
123 |
+
|
124 |
+
if item.stream:
|
125 |
+
event_source_response = EventSourceResponse(
|
126 |
+
streamer.chat_return_generator(stream_response),
|
127 |
+
media_type="text/event-stream",
|
128 |
+
ping=2000,
|
129 |
+
ping_message_factory=lambda: ServerSentEvent(**{"comment": ""}),
|
130 |
+
)
|
131 |
+
return event_source_response
|
132 |
+
else:
|
133 |
+
data_response = streamer.chat_return_dict(stream_response)
|
134 |
+
return data_response
|
135 |
+
except HfApiException as e:
|
136 |
+
raise HTTPException(status_code=e.status_code, detail=e.detail)
|
137 |
+
except Exception as e:
|
138 |
+
raise HTTPException(status_code=500, detail=str(e))
|
139 |
|
140 |
def get_readme(self):
|
141 |
readme_path = Path(__file__).parents[1] / "README.md"
|
configs/secrets_template.json
ADDED
@@ -0,0 +1,4 @@
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"http_proxy": "http://127.0.0.1:11111",
|
3 |
+
"HF_LLM_API_KEY": "********"
|
4 |
+
}
|