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3a00052
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Parent(s):
5c9b9be
Create app.py
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app.py
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import json
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import os
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import tempfile
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import gradio as gr
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from huggingface_hub import HfApi
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inputs_description = """This is a description of the inputs that the prompt expects.
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{{input_var}}: {{Description}}
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...
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"""
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usage_description = """Below is a code snippet for how to use the prompt.
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```
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{{Code snippet}}
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```
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"""
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input_variables_description = "Comma-separated list of input variables. E.g. question,name"
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template_description = "Imagine you're a teacher called {name}. A student asks the following question: {question}. What do you answer?"
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api = HfApi()
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def submit(name, description, inputs_description, usage_description, input_variables, template, token):
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variables = input_variables.split(",")
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card = f"""
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---
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tags:
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- langchain
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- prompt
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---
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# Description of {name}
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{description}
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## Inputs
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{inputs_description}
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## Usage
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{usage_description}
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"""
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with tempfile.TemporaryDirectory() as tmpdir:
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with open(os.path.join(tmpdir, "prompt.json"), "w") as f:
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data = {
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'input_variables': variables,
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'output_parser': None,
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"template": template,
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"template_format": "f-string"
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}
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json.dump(data, f)
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with open(os.path.join(tmpdir, "README.md"), "w") as f:
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f.write(card)
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name = name.replace(" ", "_")
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res = api.upload_folder(
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repo_id="osanseviero/langchain_hub_test",
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folder_path=tmpdir,
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path_in_repo=f"prompts/{name}",
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token=token,
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repo_type="dataset",
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create_pr=True
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)
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return "Success! Check out https://huggingface.co/datasets/osanseviero/langchain_hub_test/discussions"
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with gr.Blocks() as form:
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gr.Markdown("# LangChain Hub Form")
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gr.Markdown("## Submit a prompt")
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name = gr.Textbox(lines=1, placeholder="Name for the prompt", label="Name")
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high_level_description = gr.Textbox(lines=2, placeholder="High level text description of the prompt, including use cases.", interactive=True, label="Description")
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inputs_description = gr.Textbox(lines=3, value=inputs_description, interactive=True, label="Inputs Description")
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usage_description = gr.Textbox(lines=3, value=usage_description, interactive=True, label="Usage Description")
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input_variables = gr.Textbox(value=input_variables_description, interactive=True, label="Input Variables")
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template = gr.Textbox(lines=3, value=template_description, interactive=True, label="Template (use the input variables with {})")
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token = gr.Textbox(label="Write Token (from https://hf.co/settings/tokens)", type="password")
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btn = gr.Button(value="Open PR")
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inputs = [name, high_level_description, inputs_description, usage_description, input_variables, template, token]
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output = gr.Textbox()
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btn.click(submit, inputs=inputs, outputs=[output])
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form.launch(debug=True)
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