krrishD commited on
Commit
c50003d
β€’
1 Parent(s): 28774c4

Create app.py

Browse files
Files changed (1) hide show
  1. app.py +68 -0
app.py ADDED
@@ -0,0 +1,68 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ from langchain import OpenAI, LLMChain
2
+ from langchain.agents import initialize_agent, Tool, ZeroShotAgent, AgentExecutor
3
+ from langchain.prompts import PromptTemplate
4
+ from langchain.prompts.few_shot import FewShotPromptTemplate
5
+ import gradio as gr
6
+
7
+ """# Space Implementation"""
8
+
9
+ clerkieExamples=["how do I use langchain?", "How do I create an agent with custom LLMChain?"]
10
+
11
+ import requests
12
+ import random
13
+ import gradio as gr
14
+ import openai
15
+ import re
16
+
17
+
18
+ def chat(message, history):
19
+ print(message)
20
+ history = history or []
21
+ endpoint = 'https://clerkie-langchain-server-bot.ishaan-jaff.repl.co/langchain_agent?user_query='
22
+ response = requests.get(endpoint + message).json()["response"]["output"]
23
+ # split on code
24
+ split_string = response.split("Code")
25
+ explanation = split_string[0]
26
+ history.append((message, explanation))
27
+ code_and_possible_links = "Code " + split_string[1]
28
+
29
+ if "Here is a list of documents that I viewed" in code_and_possible_links:
30
+ split_string = code_and_possible_links.split("Here")
31
+ code_sample = split_string[0]
32
+ history.append(("", code_sample))
33
+ relevant_links = "Here " + split_string[1]
34
+ history.append(("", relevant_links))
35
+ else:
36
+ history.append(("", code_and_possible_links))
37
+ return history, history
38
+
39
+
40
+ def set_text(inp):
41
+ return inp
42
+
43
+ def clear(arg):
44
+ return ""
45
+
46
+ with gr.Blocks(css=".gradio-container {background-color: #0d1116;}") as demo:
47
+ user_state=gr.State([])
48
+ gr.Markdown("""# Welcome to Clerkie LangChain πŸ€–""")
49
+ gr.Markdown("""Clerkie LangChain can answer questions about the langchain code repo""")
50
+ gr.Markdown("""### [clerkie.co](https://clerkie.co/)""")
51
+ with gr.Row():
52
+ with gr.Column():
53
+ output = gr.Chatbot().style(color_map=("orange", "green"))
54
+ inp = gr.Textbox(placeholder="Enter your question here")
55
+ print(type(inp))
56
+ btn = gr.Button("Send")
57
+
58
+ inp.submit(chat, [inp, user_state], [output, user_state])
59
+ inp.submit(clear, inp, inp)
60
+ btn.click(chat, [inp, user_state], [output, user_state])
61
+ btn.click(clear, inp, inp)
62
+ gr.Markdown("""### need help? got feedback? have thoughts? etc. ➜ Join the [Discord](https://discord.gg/KvG3azf39U)""")
63
+ gr.Examples(clerkieExamples,
64
+ inputs=inp,
65
+ cache_examples=False,
66
+ )
67
+ if __name__ == "__main__":
68
+ demo.launch(debug=True)