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Update app.py
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app.py
CHANGED
@@ -2,14 +2,12 @@ import os, json
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import gradio as gr
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from huggingface_hub import InferenceClient
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# Load prompts
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with open("system_prompts.json", encoding="utf-8") as f:
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SYSTEM_PROMPTS = json.load(f)
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# Initialize HF InferenceClient
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client = InferenceClient(model=os.getenv("HF_MODEL"), token=os.getenv("HF_TOKEN"))
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# Common runner
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def run_model(prompt: str, text: str) -> str:
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resp = client.chat.completions.create(
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messages=[{"role":"system","content":prompt},{"role":"user","content":text}],
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@@ -17,27 +15,15 @@ def run_model(prompt: str, text: str) -> str:
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)
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return resp.choices[0].message.content
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# Dynamically create tool functions
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def make_tool_fn(prompt):
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return lambda text: run_model(prompt, text)
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tool_fns = {
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name.lower().replace(" ", "_"): make_tool_fn(prompt)
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for name, prompt in SYSTEM_PROMPTS.items()
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}
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# Build Gradio interface
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demo = gr.Blocks()
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with demo:
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gr.Markdown("# 🌱 Ecolinguistic MCP Server")
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gr.Button("Run").click(fn, inp, out)
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# Expose as MCP server
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if __name__ == "__main__":
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demo.launch(mcp_server=True, share=True)
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import gradio as gr
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from huggingface_hub import InferenceClient
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# Load your prompts
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with open("system_prompts.json", encoding="utf-8") as f:
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SYSTEM_PROMPTS = json.load(f)
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client = InferenceClient(model=os.getenv("HF_MODEL"), token=os.getenv("HF_TOKEN"))
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def run_model(prompt: str, text: str) -> str:
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resp = client.chat.completions.create(
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messages=[{"role":"system","content":prompt},{"role":"user","content":text}],
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)
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return resp.choices[0].message.content
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demo = gr.Blocks()
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with demo:
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gr.Markdown("# 🌱 Ecolinguistic MCP Server")
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for name, prompt in SYSTEM_PROMPTS.items():
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func_name = name.lower().replace(" ", "_")
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textbox = gr.Textbox(lines=5, label="Text")
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output = gr.Textbox(label="Response")
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gr.Button("Run", api_name=func_name)\
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.click(lambda txt, p=prompt: run_model(p, txt), inputs=textbox, outputs=output)
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if __name__ == "__main__":
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demo.launch(mcp_server=True, share=True)
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