a commited on
Commit
49d09fc
1 Parent(s): 12b0fae

Update app.py

Browse files
Files changed (1) hide show
  1. app.py +1 -88
app.py CHANGED
@@ -7,92 +7,7 @@ hide_streamlit_style = """
7
  </style>
8
  """
9
  st.markdown(hide_streamlit_style, unsafe_allow_html=True)
10
- def paid_version():
11
- import os
12
- import argparse
13
- import shutil
14
- from langchain.document_loaders import YoutubeLoader
15
- from langchain.text_splitter import RecursiveCharacterTextSplitter
16
- from langchain.vectorstores import Chroma
17
- from langchain.embeddings import OpenAIEmbeddings
18
- from langchain.chains import RetrievalQA
19
- from langchain.llms import OpenAI
20
- import streamlit as st
21
- from langchain.chat_models import ChatOpenAI
22
- from urllib.parse import urlparse, parse_qs
23
- def extract_video_id(youtube_url):
24
- try:
25
- parsed_url = urlparse(youtube_url)
26
- query_params = parse_qs(parsed_url.query)
27
- video_id = query_params.get('v', [None])[0]
28
-
29
- return video_id
30
- except Exception as e:
31
- print(f"Error extracting video ID: {e}")
32
- return None
33
- def set_openAi_api_key(api_key: str):
34
- st.session_state["OPENAI_API_KEY"] = api_key
35
- os.environ['OPENAI_API_KEY'] = api_key
36
- def openai_api_insert_component():
37
- with st.sidebar:
38
- st.markdown(
39
- """
40
- ## Quick Guide 🚀
41
- 1. Get started by adding your [OpenAI API key](https://platform.openai.com/account/api-keys) below🔑
42
- 2. Easily input the video url
43
- 3. Engage with the content - ask questions, seek answers💬
44
- """
45
- )
46
-
47
- api_key_input = st.text_input("Input your OpenAI API Key",
48
- type="password",
49
- placeholder="Format: sk-...",
50
- help="You can get your API key from https://platform.openai.com/account/api-keys.")
51
-
52
-
53
- if api_key_input == "" or api_key_input is None:
54
- st.sidebar.caption("👆 :red[Please set your OpenAI API Key here]")
55
-
56
-
57
- st.caption(":green[Your API is not stored anywhere. It is only used to generate answers to your questions.]")
58
-
59
- set_openAi_api_key(api_key_input)
60
 
61
- def launchpaidversion():
62
- openai_api_insert_component()
63
- os.environ['OPENAI_API_KEY'] = st.session_state['OPENAI_API_KEY']
64
- st.title('MKG: Your Chat with Youtube Assistant')
65
-
66
-
67
- videourl = st.text_input("Insert The video URL")
68
- query = st.text_input("Ask any question about the video")
69
- if st.button("Submit Question", type="primary"):
70
- video_id = extract_video_id(videourl)
71
- loader = YoutubeLoader(video_id)
72
- documents = loader.load()
73
-
74
- text_splitter = RecursiveCharacterTextSplitter(chunk_size=1000, chunk_overlap=0)
75
- documents = text_splitter.split_documents(documents)
76
-
77
- shutil.rmtree('./data')
78
- vectordb = Chroma.from_documents(
79
- documents,
80
- embedding=OpenAIEmbeddings(),
81
- persist_directory='./data'
82
- )
83
- vectordb.persist()
84
-
85
- qa_chain = RetrievalQA.from_chain_type(
86
- llm=ChatOpenAI(model_name='gpt-3.5-turbo'),
87
- retriever=vectordb.as_retriever(),
88
- return_source_documents=True,
89
- verbose=False
90
- )
91
- response = qa_chain(query)
92
- st.write(response)
93
-
94
-
95
- launchpaidversion()
96
  def free_version():
97
  import torch
98
  import os
@@ -249,9 +164,7 @@ def intro():
249
  """)
250
  page_names_to_funcs = {
251
  "Main Page": intro,
252
- "Open Source Edition (Free version)": free_version,
253
- "Premium edition (Requires Open AI API Key )": paid_version
254
-
255
  }
256
 
257
 
 
7
  </style>
8
  """
9
  st.markdown(hide_streamlit_style, unsafe_allow_html=True)
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
10
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
11
  def free_version():
12
  import torch
13
  import os
 
164
  """)
165
  page_names_to_funcs = {
166
  "Main Page": intro,
167
+ "Open Source Edition (Free version)": free_version
 
 
168
  }
169
 
170