|
Hugging |
|
Face |
|
's logo |
|
Hugging |
|
Face |
|
Search |
|
models, datasets, users... |
|
Models |
|
Datasets |
|
Spaces |
|
Docs |
|
Solutions |
|
Pricing |
|
|
|
Spaces: |
|
|
|
thebotforge |
|
/ |
|
chat - about - state - of - the - union |
|
Copied |
|
like |
|
0 |
|
Open |
|
logs |
|
App |
|
Files and versions |
|
Community |
|
Settings |
|
chat - about - state - of - the - union |
|
/ |
|
app.py |
|
ajwthompson |
|
's picture |
|
ajwthompson |
|
Update |
|
app.py |
|
54882 |
|
b5 |
|
about |
|
16 |
|
hours |
|
ago |
|
raw |
|
history |
|
blame |
|
edit |
|
delete |
|
No |
|
virus |
|
3.32 |
|
kB |
|
import os |
|
from typing import Optional, Tuple |
|
|
|
import gradio as gr |
|
import pickle |
|
from query_data import get_chain |
|
from threading import Lock |
|
|
|
with open("vectorstore.pkl", "rb") as f: |
|
vectorstore = pickle.load(f) |
|
|
|
|
|
def set_openai_api_key(api_key: str): |
|
"""Set the api key and return chain. |
|
If no api_key, then None is returned. |
|
""" |
|
if api_key: |
|
os.environ["OPENAI_API_KEY"] = api_key |
|
chain = get_chain(vectorstore) |
|
os.environ["OPENAI_API_KEY"] = "" |
|
return chain |
|
|
|
|
|
class ChatWrapper: |
|
|
|
def __init__(self): |
|
self.lock = Lock() |
|
|
|
def __call__( |
|
self, api_key: str, inp: str, history: Optional[Tuple[str, str]], chain |
|
): |
|
"""Execute the chat functionality.""" |
|
self.lock.acquire() |
|
try: |
|
history = history or [] |
|
|
|
if chain is None: |
|
history.append((inp, "Please paste your OpenAI key to use")) |
|
return history, history |
|
|
|
import openai |
|
openai.api_key = api_key |
|
|
|
output = chain({"question": inp, "chat_history": history})["answer"] |
|
history.append((inp, output)) |
|
except Exception as e: |
|
raise e |
|
finally: |
|
self.lock.release() |
|
return history, history |
|
|
|
|
|
chat = ChatWrapper() |
|
|
|
block = gr.Blocks(css=".gradio-container {background-color: #04A7E3}") |
|
|
|
image_url = "https://www.thebotforge.io/wp-content/uploads/2022/01/the-bot-forge-logo-100px.png" |
|
html = "<center><img src='%s' width='300'></center>" % image_url |
|
with block: |
|
with gr.Row(): |
|
gr.HTML(html) |
|
|
|
with gr.Row(): |
|
gr.Markdown( |
|
"<h2><center>The Bot Forge</h2></center><h3> <center>Chat about - State-of-the-Union 2023</center></h3>") |
|
|
|
openai_api_key_textbox = gr.Textbox( |
|
placeholder="Paste your OpenAI API key (sk-...)", |
|
show_label=False, |
|
lines=1, |
|
type="password", |
|
) |
|
|
|
chatbot = gr.Chatbot() |
|
|
|
with gr.Row(): |
|
message = gr.Textbox( |
|
label="What's your question?", |
|
placeholder="Ask questions about the most recent state of the union", |
|
lines=1, |
|
) |
|
submit = gr.Button(value="Send", variant="secondary").style(full_width=False) |
|
|
|
gr.Examples( |
|
examples=[ |
|
"What did the president say about Kentaji Brown Jackson", |
|
"Did he mention Stephen Breyer?", |
|
"What was his stance on Ukraine", |
|
], |
|
inputs=message, |
|
) |
|
|
|
state = gr.State() |
|
agent_state = gr.State() |
|
|
|
submit.click(chat, inputs=[openai_api_key_textbox, message, state, agent_state], outputs=[chatbot, state], |
|
api_name="chat") |
|
message.submit(chat, inputs=[openai_api_key_textbox, message, state, agent_state], outputs=[chatbot, state]) |
|
|
|
openai_api_key_textbox.change( |
|
set_openai_api_key, |
|
inputs=[openai_api_key_textbox], |
|
outputs=[agent_state], |
|
) |
|
|
|
|
|
def echo(name, request: gr.Request): |
|
if request: |
|
print("Request headers dictionary:", request.headers) |
|
print("IP address:", request.client.host) |
|
print("Body", request.body) |
|
return name |
|
|
|
|
|
block.launch(debug=True) |
|
|
