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Dockerfile

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+# Read the doc: https://huggingface.co/docs/hub/spaces-sdks-docker
+# you will also find guides on how best to write your Dockerfile
+
+FROM python:3.12
+
+RUN useradd -m -u 1000 user
+USER user
+ENV PATH="/home/user/.local/bin:$PATH"
+
+ENV VIRTUAL_ENV=/home/user/venv
+RUN python -m venv $VIRTUAL_ENV
+ENV PATH="$VIRTUAL_ENV/bin:$PATH"
+
+WORKDIR /app
+COPY --chown=user ./requirements.txt requirements.txt
+RUN pip install --no-cache-dir --upgrade pip
+RUN pip install --no-cache-dir uv
+RUN pip install --no-cache-dir chainlit
+RUN uv pip install langflow && langflow migration
+
+COPY --chown=user . /app
+CMD python3 -m chainlit run app.py --host 0.0.0.0 --port 7860

app.py

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+import chainlit as cl
+import os
+from langflow.load import load_flow_from_json
+from langflow.processing.process import run_graph
+
+google_api_key="AIzaSyAyGDo-S86WPrMce_vIfePN_mh2_68rJao"
+composio_api_key="s6q0gx5v78ve5290dpdj8"
+
+TWEAKS = {
+  "ChatInput-2x8vF": {},
+  "Prompt-CLQNW": {},
+  "Agent-6ilGB": {"api_key":google_api_key},
+  "Agent-e7sUF": {"api_key":google_api_key},
+  "Agent-womuY": {"api_key":google_api_key},
+  "ComposioAPI-RfpkY": {"api_key":composio_api_key},
+  "Agent-g9eV8": {"api_key":google_api_key},
+  "ChatOutput-IIhYR": {},
+  "Prompt-Od4Ay": {},
+  "Agent-CjuzA": {"api_key":google_api_key}
+}
+
+@cl.on_message
+async def main(message: cl.Message):
+    flow = load_flow_from_json("AgentFlow2.json",tweaks=TWEAKS)
+    flow.session_id="session_1"
+    flow.user_id="user_1"
+    response = await run_graph(flow, input_value=message.content, input_type="chat", output_type="chat")
+    await cl.Message(response[0].outputs[0].results["message"].text).send()

requirements.txt

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+chainlit
+langflow