Hugging Face's logo

Spaces:
mayurasandakalum
/
langchainchatapp
Runtime error

App Files Community
mayurasandakalum commited on
Commit
97a631f
·
1 Parent(s): 32a1cc1

Upload 4 files

Browse files
Files changed (4) hide show
  1. DockerFile +14 -0
  2. main.py +32 -0
  3. requirements.txt +6 -0
  4. templates/index.html +123 -0
DockerFile ADDED
@@ -0,0 +1,14 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ # read the doc: https://huggingface.co/docs/hub/spaces-sdks-docker
2
+ # you will also find guides on how best to write your Dockerfile
3
+
4
+ FROM python:3.9
5
+
6
+ WORKDIR /code
7
+
8
+ COPY ./requirements.txt /code/requirements.txt
9
+
10
+ RUN pip install --no-cache-dir --upgrade -r /code/requirements.txt
11
+
12
+ COPY . .
13
+
14
+ CMD ["gunicorn", "-b", "0.0.0.0:7860" "main:app", "--host"]
main.py ADDED
@@ -0,0 +1,32 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ from flask import Flask, render_template, request
2
+ from langchain.llms import OpenAI
3
+
4
+ app = Flask(__name__)
5
+
6
+ # Function to load OpenAI model and get responses
7
+
8
+
9
+ def get_openai_response(question):
10
+ llm = OpenAI(
11
+ openai_api_key=app.config['OPENAI_API_KEY'],
12
+ model_name="text-davinci-003",
13
+ temperature=0.5
14
+ )
15
+ response = llm(question)
16
+ return response
17
+
18
+
19
+ @app.route('/', methods=['GET', 'POST'])
20
+ def index():
21
+ if request.method == 'POST':
22
+ input_question = request.form['input']
23
+ response = get_openai_response(input_question)
24
+ return render_template('index.html', input_question=input_question, response=response)
25
+
26
+ return render_template('index.html')
27
+
28
+
29
+ if __name__ == '__main__':
30
+ # Replace with your OpenAI API key
31
+ app.config['OPENAI_API_KEY'] = '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'
32
+ app.run(debug=True)
requirements.txt ADDED
@@ -0,0 +1,6 @@
 
 
 
 
 
 
 
1
+ langchain
2
+ openai
3
+ huggingface_hub
4
+ python-dotenv
5
+ gunicorn
6
+ flask
templates/index.html ADDED
@@ -0,0 +1,123 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ <!DOCTYPE html>
2
+ <html lang="en">
3
+
4
+ <head>
5
+ <meta charset="UTF-8">
6
+ <meta name="viewport" content="width=device-width, initial-scale=1.0">
7
+ <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/[email protected]/dist/css/bootstrap.min.css"
8
+ integrity="sha384-Gn5384xqQ1aoWXA+058RXPxPg6fy4IWvTNh0E263XmFcJlSAwiGgFAW/dAiS6JXm" crossorigin="anonymous">
9
+ <title>Q&A Demo</title>
10
+ <style>
11
+ #input:focus,
12
+ #input:active,
13
+ #input:hover {
14
+ border-color: #c090fe !important;
15
+ outline: none;
16
+ }
17
+
18
+ .body {
19
+ height: 100vh;
20
+ width: 100vw;
21
+ background-color: #212121;
22
+ display: flex;
23
+ flex-direction: column;
24
+ align-items: center;
25
+ justify-content: center;
26
+ }
27
+
28
+ .custom-form {
29
+ background-color: #212121;
30
+ width: 30%;
31
+ border: 2px solid #c090fe;
32
+ border-radius: 30px;
33
+ padding: 20px;
34
+ margin-top: 5%;
35
+
36
+ }
37
+
38
+ .response {
39
+ overflow-y: auto;
40
+ max-height: 30vh;
41
+ }
42
+
43
+ .response::-webkit-scrollbar {
44
+ width: 0;
45
+ }
46
+
47
+ .btn-grp {
48
+ display: flex;
49
+ }
50
+
51
+ .form-btn {
52
+ width: 100%;
53
+ }
54
+
55
+ @media (max-width: 600px) {
56
+ .custom-form {
57
+ width: 80%;
58
+ /* Adjust the width for smaller screens */
59
+ }
60
+
61
+ .btn-grp {
62
+ flex-direction: column;
63
+ }
64
+ }
65
+
66
+ @media (min-width: 601px) and (max-width: 900px) {
67
+ .custom-form {
68
+ width: 70%;
69
+ }
70
+ }
71
+
72
+ @media (min-width: 901px) and (max-width: 1200px) {
73
+ .custom-form {
74
+ width: 50%;
75
+ }
76
+ }
77
+
78
+ @media (min-width: 1201px) {
79
+ .custom-form {
80
+ width: 30%;
81
+ }
82
+ }
83
+ </style>
84
+
85
+ </head>
86
+
87
+ <body class="body">
88
+ <h1 class="text-white" style="word-wrap: normal; text-align: center;">Langchain Application</h1>
89
+ <div class="text-white px-5 py-xl-5 mt-5 custom-form">
90
+ <form method="post" action="/">
91
+ <div class="form-group">
92
+ <label for="question" class="h4">What is your question?</label>
93
+ <input type="text" id="input" name="input" class="form-control" placeholder="Question"
94
+ style="background-color: #212121; color: white; border: 2px solid ;">
95
+ </div>
96
+ <div class="btn-grp">
97
+ <button type="submit" class="btn btn-primary form-btn">Submit</button>
98
+ <button type="reset" class="btn btn-secondary form-btn">Cancel</button>
99
+ </div>
100
+ </form>
101
+
102
+ {% if input_question %}
103
+ <p class="mt-4 h4">The Response is</p>
104
+ <div class="response">
105
+ <p>{{ response }}</p>
106
+ </div>
107
+ {% endif %}
108
+ </div>
109
+
110
+ <!-- Optional JavaScript -->
111
+ <!-- jQuery first, then Popper.js, then Bootstrap JS -->
112
+ <script src="https://code.jquery.com/jquery-3.2.1.slim.min.js"
113
+ integrity="sha384-KJ3o2DKtIkvYIK3UENzmM7KCkRr/rE9/Qpg6aAZGJwFDMVNA/GpGFF93hXpG5KkN"
114
+ crossorigin="anonymous"></script>
115
+ <script src="https://cdn.jsdelivr.net/npm/[email protected]/dist/umd/popper.min.js"
116
+ integrity="sha384-ApNbgh9B+Y1QKtv3Rn7W3mgPxhU9K/ScQsAP7hUibX39j7fakFPskvXusvfa0b4Q"
117
+ crossorigin="anonymous"></script>
118
+ <script src="https://cdn.jsdelivr.net/npm/[email protected]/dist/js/bootstrap.min.js"
119
+ integrity="sha384-JZR6Spejh4U02d8jOt6vLEHfe/JQGiRRSQQxSfFWpi1MquVdAyjUar5+76PVCmYl"
120
+ crossorigin="anonymous"></script>
121
+ </body>
122
+
123
+ </html>