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import gradio as gr
from hf_mixtral_agent import agent_executor
from innovation_pathfinder_ai.source_container.container import (
all_sources
)
if __name__ == "__main__":
def add_text(history, text):
history = history + [(text, None)]
return history, ""
def bot(history):
response = infer(history[-1][0], history)
sources = collect_urls(all_sources)
src_list = '\n'.join(sources)
response_w_sources = response['output']+"\n\n\n Sources: \n\n\n"+src_list
history[-1][1] = response_w_sources
return history
def infer(question, history):
query = question
result = agent_executor.invoke(
{
"input": question,
}
)
return result
def vote(data: gr.LikeData):
if data.liked:
print("You upvoted this response: " + data.value)
else:
print("You downvoted this response: " + data.value)
def collect_urls(data_list):
urls = []
for item in data_list:
# Check if item is a string and contains 'link:'
if isinstance(item, str) and 'link:' in item:
start = item.find('link:') + len('link: ')
end = item.find(',', start)
url = item[start:end if end != -1 else None].strip()
urls.append(url)
# Check if item is a dictionary and has 'Entry ID'
elif isinstance(item, dict) and 'Entry ID' in item:
urls.append(item['Entry ID'])
return urls
css="""
#col-container {max-width: 700px; margin-left: auto; margin-right: auto;}
"""
title = """
<div style="text-align: center;max-width: 700px;">
<p>Hello Dave, how can I help today?<br />
</div>
"""
with gr.Blocks(theme=gr.themes.Soft()) as demo:
with gr.Tab("Google|Wikipedia|Arxiv"):
with gr.Column(elem_id="col-container"):
gr.HTML(title)
with gr.Row():
question = gr.Textbox(label="Question", placeholder="Type your question and hit Enter ")
chatbot = gr.Chatbot([], elem_id="chatbot")
chatbot.like(vote, None, None)
clear = gr.Button("Clear")
question.submit(add_text, [chatbot, question], [chatbot, question], queue=False).then(
bot, chatbot, chatbot
)
clear.click(lambda: None, None, chatbot, queue=False)
demo.queue()
demo.launch(debug=True, share=True)
x = 0 # for debugging purposes |