Spaces:
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import os, json
import gradio as gr
from huggingface_hub import create_repo, upload_file, list_repo_files, constants
from huggingface_hub.utils import build_hf_headers, get_session, hf_raise_for_status
from google import genai
from google.genai import types
# βββ HELPERS FOR HF SPACES βββ
def create_space(repo_name: str, sdk: str, hf_token: str):
"""Create or get a HF Space, return (repo_id, log, iframe)."""
token = hf_token or os.getenv("HF_TOKEN", "")
if not token:
return None, "β οΈ No HF token provided.", ""
os.environ["HF_TOKEN"] = token
repo_id = f"{os.getenv('HF_USERNAME', '')}/{repo_name}"
create_repo(
repo_id=repo_id,
token=token,
exist_ok=True,
repo_type="space",
space_sdk=sdk,
)
url = f"https://huggingface.co/spaces/{repo_id}"
return repo_id, f"β
Space ready: {url} (SDK={sdk})", f'<iframe src="{url}" width="100%" height="400px"></iframe>'
def upload_file_to_space(repo_id: str, local_path: str, hf_token: str):
"""Upload a local file to the Space."""
token = hf_token or os.getenv("HF_TOKEN", "")
if not (repo_id and token and os.path.exists(local_path)):
return "β οΈ Missing repo_id, token, or file not found."
os.environ["HF_TOKEN"] = token
upload_file(
path_or_fileobj=local_path,
path_in_repo=os.path.basename(local_path),
repo_id=repo_id,
token=token,
repo_type="space",
)
return f"β
Uploaded `{os.path.basename(local_path)}` to `{repo_id}`"
def fetch_logs(repo_id: str, level: str, hf_token: str):
"""Stream build or run logs."""
token = hf_token or os.getenv("HF_TOKEN", "")
if not (repo_id and token):
return "β οΈ Missing repo_id or HF token."
# 1) get JWT
jwt_url = f"{constants.ENDPOINT}/api/spaces/{repo_id}/jwt"
r = get_session().get(jwt_url, headers=build_hf_headers())
hf_raise_for_status(r)
jwt = r.json()["token"]
# 2) stream
url = f"https://api.hf.space/v1/{repo_id}/logs/{level}"
lines = []
with get_session().get(url, headers=build_hf_headers(token=jwt), stream=True) as resp:
hf_raise_for_status(resp)
for raw in resp.iter_lines():
if not raw.startswith(b"data: "): continue
ev = json.loads(raw[len(b"data: "):])
ts, txt = ev.get("timestamp",""), ev.get("data","")
lines.append(f"[{ts}] {txt}")
return "\n".join(lines)
def list_files(repo_id: str, hf_token: str):
"""List files in the Space repo."""
token = hf_token or os.getenv("HF_TOKEN", "")
if not (repo_id and token):
return "β οΈ Missing repo_id or HF token."
return "\n".join(list_repo_files(repo_id, token=token, repo_type="space"))
# βββ GEMINI FUNCTION DECLARATIONS βββ
func_decls = [
{
"name": "create_space",
"description": "Create or get a Hugging Face Space",
"parameters": {
"type":"object",
"properties":{
"repo_name":{"type":"string"},
"sdk":{"type":"string","enum":["gradio","streamlit"]}
},
"required":["repo_name","sdk"]
}
},
{
"name":"upload_file",
"description":"Upload a file to the Space",
"parameters":{
"type":"object",
"properties":{
"repo_id":{"type":"string"},
"local_path":{"type":"string"}
},
"required":["repo_id","local_path"]
}
},
{
"name":"list_files",
"description":"List files in the Space",
"parameters":{
"type":"object",
"properties":{"repo_id":{"type":"string"}},
"required":["repo_id"]
}
},
{
"name":"get_build_logs",
"description":"Fetch the build logs",
"parameters":{
"type":"object",
"properties":{"repo_id":{"type":"string"}},
"required":["repo_id"]
}
},
{
"name":"get_run_logs",
"description":"Fetch the run logs",
"parameters":{
"type":"object",
"properties":{"repo_id":{"type":"string"}},
"required":["repo_id"]
}
},
]
# βββ CHAT PROCESSING βββ
def process_message(user_msg, gemini_key, repo_name, sdk, hf_token, chat_history, session):
# init Gemini chat
if session.get("chat") is None:
client = genai.Client(api_key=gemini_key)
cfg = types.GenerateContentConfig(
system_instruction="You are a HF Spaces assistant. Use functions to manage spaces.",
temperature=0,
tools=[ types.Tool(function_declarations=func_decls) ]
)
session["chat"] = client.chats.create(model="gemini-2.0-flash", config=cfg)
session["repo_id"] = None
chat = session["chat"]
# record user
chat_history = chat_history + [(user_msg, None)]
resp = chat.send_message(user_msg)
part = resp.candidates[0].content.parts[0]
# if function call requested
if part.function_call:
name = part.function_call.name
args = json.loads(part.function_call.args)
# dispatch
if name=="create_space":
rid, log, iframe = create_space(args["repo_name"], args["sdk"], hf_token)
session["repo_id"] = rid
result = {"repo_id":rid,"log":log,"iframe":iframe}
elif name=="upload_file":
result = {"log": upload_file_to_space(args["repo_id"], args["local_path"], hf_token)}
elif name=="list_files":
result = {"files": list_files(args["repo_id"], hf_token)}
elif name=="get_build_logs":
result = {"log": fetch_logs(args["repo_id"], "build", hf_token)}
elif name=="get_run_logs":
result = {"log": fetch_logs(args["repo_id"], "run", hf_token)}
else:
result = {"log":f"β οΈ Unknown function {name}"}
# feed function result back to chat
chat.send_message(
types.Content(
role="function",
parts=[ types.Part(function_call=part.function_call, function_response=json.dumps(result)) ]
)
)
final = chat.get_history()[-1].parts[0].text
else:
final = part.text
# update panels
iframe = session.get("iframe", "")
log = session.get("log", "")
files = session.get("files", "")
if part.function_call:
session["iframe"] = result.get("iframe", iframe)
session["log"] = result.get("log", log)
session["files"] = result.get("files", files)
chat_history[-1] = (user_msg, final)
return chat_history, session["iframe"], session["log"], session["files"], session
# βββ GRADIO INTERFACE βββ
with gr.Blocks(title="HF Spaces β Gemini Chat") as demo:
with gr.Row():
with gr.Column(scale=1):
gemini_key = gr.Textbox(label="Gemini API Key", type="password")
repo_name = gr.Textbox(label="Space name", placeholder="my-space")
sdk_choice = gr.Radio(["gradio","streamlit"], value="gradio", label="SDK")
hf_token = gr.Textbox(label="HF Token (opt)", type="password")
with gr.Column(scale=3):
chatbox = gr.Chatbot()
user_input = gr.Textbox(show_label=False, placeholder="e.g. Create Space")
send_btn = gr.Button("Send")
iframe_out = gr.HTML(label="Space Preview")
log_out = gr.Textbox(label="Latest Log", lines=8)
files_out = gr.Textbox(label="Files in Space", lines=4)
state = gr.State({})
send_btn.click(
fn=process_message,
inputs=[user_input, gemini_key, repo_name, sdk_choice, hf_token, chatbox, state],
outputs=[chatbox, iframe_out, log_out, files_out, state]
)
if __name__ == "__main__":
demo.launch()
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