Spaces:
Running
Running
Update v2.py
Browse files
v2.py
CHANGED
@@ -1,15 +1,11 @@
|
|
1 |
import re
|
2 |
-
from dotenv import load_dotenv
|
3 |
import requests
|
4 |
from uuid import uuid4
|
5 |
import json
|
6 |
-
from typing import Any, AsyncGenerator, Dict
|
7 |
-
import os
|
8 |
-
|
9 |
-
# Load environment variables from .env file
|
10 |
load_dotenv()
|
11 |
-
|
12 |
-
|
13 |
class v2:
|
14 |
def __init__(
|
15 |
self,
|
@@ -17,7 +13,7 @@ class v2:
|
|
17 |
proxies: dict = {},
|
18 |
):
|
19 |
self.session = requests.Session()
|
20 |
-
self.chat_endpoint = os.
|
21 |
self.stream_chunk_size = 64
|
22 |
self.timeout = timeout
|
23 |
self.last_response = {}
|
@@ -31,14 +27,13 @@ class v2:
|
|
31 |
self.session.headers.update(self.headers)
|
32 |
self.session.proxies = proxies
|
33 |
|
34 |
-
|
35 |
def ask(
|
36 |
self,
|
37 |
prompt: str,
|
38 |
stream: bool = False,
|
39 |
raw: bool = False,
|
40 |
-
) ->
|
41 |
-
conversation_prompt =f"Tell me
|
42 |
|
43 |
self.session.headers.update(self.headers)
|
44 |
payload = {
|
@@ -53,75 +48,49 @@ class v2:
|
|
53 |
"contexts_from": "google"
|
54 |
}
|
55 |
|
56 |
-
|
57 |
-
|
58 |
-
|
|
|
|
|
|
|
59 |
)
|
60 |
-
if not response.ok:
|
61 |
-
raise Exception(
|
62 |
-
f"Failed to generate response - ({response.status_code}, {response.reason}) - {response.text}"
|
63 |
-
)
|
64 |
-
|
65 |
-
streaming_text = ""
|
66 |
-
for line in response.iter_lines(decode_unicode=True):
|
67 |
-
if line.startswith('data:'):
|
68 |
-
try:
|
69 |
-
data = json.loads(line[5:].strip())
|
70 |
-
if data['type'] == 'answer' and 'text' in data['data']:
|
71 |
-
new_text = data['data']['text']
|
72 |
-
if len(new_text) > len(streaming_text):
|
73 |
-
delta = new_text[len(streaming_text):]
|
74 |
-
streaming_text = new_text
|
75 |
-
resp = dict(text=delta)
|
76 |
-
self.last_response.update(dict(text=streaming_text))
|
77 |
-
yield line if raw else resp
|
78 |
-
except json.JSONDecodeError:
|
79 |
-
pass
|
80 |
|
81 |
-
|
82 |
-
|
83 |
-
|
84 |
-
|
85 |
-
|
86 |
-
|
87 |
-
|
88 |
-
|
89 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
90 |
|
91 |
def chat(
|
92 |
self,
|
93 |
prompt: str,
|
94 |
stream: bool = False,
|
95 |
-
) -> str:
|
96 |
-
|
97 |
-
|
98 |
-
|
99 |
-
):
|
100 |
-
yield self.get_message(response)
|
101 |
-
|
102 |
-
def for_non_stream():
|
103 |
-
return self.get_message(
|
104 |
-
self.ask(
|
105 |
-
prompt,
|
106 |
-
False,
|
107 |
-
)
|
108 |
-
)
|
109 |
-
|
110 |
-
return for_stream() if stream else for_non_stream()
|
111 |
|
112 |
def get_message(self, response: dict) -> str:
|
113 |
assert isinstance(response, dict), "Response should be of dict data-type only"
|
114 |
-
|
115 |
if "text" in response:
|
116 |
text = re.sub(r'\[\[\d+\]\]', '', response["text"])
|
117 |
return text
|
118 |
else:
|
119 |
return ""
|
120 |
|
121 |
-
|
122 |
-
|
123 |
-
|
124 |
-
|
125 |
-
response = ai.chat("HelpingAI-9B", stream=True)
|
126 |
-
for chunk in response:
|
127 |
-
print(chunk, end="", flush=True)
|
|
|
1 |
import re
|
|
|
2 |
import requests
|
3 |
from uuid import uuid4
|
4 |
import json
|
5 |
+
from typing import Any, AsyncGenerator, Dict, Generator
|
6 |
+
import os
|
7 |
+
from dotenv import load_dotenv
|
|
|
8 |
load_dotenv()
|
|
|
|
|
9 |
class v2:
|
10 |
def __init__(
|
11 |
self,
|
|
|
13 |
proxies: dict = {},
|
14 |
):
|
15 |
self.session = requests.Session()
|
16 |
+
self.chat_endpoint = os.get("v2")
|
17 |
self.stream_chunk_size = 64
|
18 |
self.timeout = timeout
|
19 |
self.last_response = {}
|
|
|
27 |
self.session.headers.update(self.headers)
|
28 |
self.session.proxies = proxies
|
29 |
|
|
|
30 |
def ask(
|
31 |
self,
|
32 |
prompt: str,
|
33 |
stream: bool = False,
|
34 |
raw: bool = False,
|
35 |
+
) -> Generator[Dict[str, Any], None, None]:
|
36 |
+
conversation_prompt = f"Tell me everything about {prompt}"
|
37 |
|
38 |
self.session.headers.update(self.headers)
|
39 |
payload = {
|
|
|
48 |
"contexts_from": "google"
|
49 |
}
|
50 |
|
51 |
+
response = self.session.post(
|
52 |
+
self.chat_endpoint, json=payload, stream=True, timeout=self.timeout
|
53 |
+
)
|
54 |
+
if not response.ok:
|
55 |
+
raise Exception(
|
56 |
+
f"Failed to generate response - ({response.status_code}, {response.reason}) - {response.text}"
|
57 |
)
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
58 |
|
59 |
+
streaming_text = ""
|
60 |
+
for line in response.iter_lines(decode_unicode=True):
|
61 |
+
if line.startswith('data:'):
|
62 |
+
try:
|
63 |
+
data = json.loads(line[5:].strip())
|
64 |
+
if data['type'] == 'answer' and 'text' in data['data']:
|
65 |
+
new_text = data['data']['text']
|
66 |
+
if len(new_text) > len(streaming_text):
|
67 |
+
delta = new_text[len(streaming_text):]
|
68 |
+
streaming_text = new_text
|
69 |
+
resp = dict(text=delta)
|
70 |
+
self.last_response.update(dict(text=streaming_text))
|
71 |
+
yield line if raw else resp
|
72 |
+
except json.JSONDecodeError:
|
73 |
+
pass
|
74 |
|
75 |
def chat(
|
76 |
self,
|
77 |
prompt: str,
|
78 |
stream: bool = False,
|
79 |
+
) -> Generator[str, None, None]:
|
80 |
+
for response in self.ask(prompt, True):
|
81 |
+
yield self.format_text(self.get_message(response))
|
82 |
+
yield "[DONE]"
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
83 |
|
84 |
def get_message(self, response: dict) -> str:
|
85 |
assert isinstance(response, dict), "Response should be of dict data-type only"
|
86 |
+
|
87 |
if "text" in response:
|
88 |
text = re.sub(r'\[\[\d+\]\]', '', response["text"])
|
89 |
return text
|
90 |
else:
|
91 |
return ""
|
92 |
|
93 |
+
def format_text(self, text: str) -> str:
|
94 |
+
# Convert *text* to <i>text</i> for italic
|
95 |
+
text = re.sub(r'\*(.*?)\*', r'<i>\1</i>', text)
|
96 |
+
return text
|
|
|
|
|
|