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Browse files- src/chattr/__init__.py +9 -3
- src/chattr/graph.py +9 -3
- src/chattr/gui.py +12 -4
src/chattr/__init__.py
CHANGED
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@@ -17,7 +17,9 @@ MCP_VOICE_GENERATOR: str = getenv(
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MCP_VIDEO_GENERATOR: str = getenv(
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key="MCP_VIDEO_GENERATOR", default="http://localhost:8002/"
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)
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-
VECTOR_DATABASE_NAME: str = getenv(
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DOCKER_MODEL_RUNNER_URL: str = getenv(
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key="DOCKER_MODEL_RUNNER_URL", default="http://127.0.0.1:12434/engines/v1"
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)
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@@ -25,7 +27,9 @@ DOCKER_MODEL_RUNNER_MODEL_NAME: str = getenv(
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key="DOCKER_MODEL_RUNNER_MODEL_NAME",
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default="ai/qwen3:0.6B-Q4_0",
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)
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GROQ_URL: str = getenv(
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GROQ_MODEL_NAME: str = getenv(key="GROQ_MODEL_NAME", default="llama3-70b-8192")
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BASE_DIR: Path = Path.cwd()
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@@ -56,7 +60,9 @@ MODEL_NAME: str = (
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else GROQ_MODEL_NAME
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)
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MODEL_API_KEY: str = (
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"not-needed"
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)
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MODEL_TEMPERATURE: float = float(getenv(key="MODEL_TEMPERATURE", default=0.0))
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MCP_VIDEO_GENERATOR: str = getenv(
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key="MCP_VIDEO_GENERATOR", default="http://localhost:8002/"
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)
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+
VECTOR_DATABASE_NAME: str = getenv(
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key="VECTOR_DATABASE_NAME", default="chattr"
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)
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DOCKER_MODEL_RUNNER_URL: str = getenv(
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key="DOCKER_MODEL_RUNNER_URL", default="http://127.0.0.1:12434/engines/v1"
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)
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key="DOCKER_MODEL_RUNNER_MODEL_NAME",
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default="ai/qwen3:0.6B-Q4_0",
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)
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GROQ_URL: str = getenv(
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key="MODEL_URL", default="https://api.groq.com/openai/v1"
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)
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GROQ_MODEL_NAME: str = getenv(key="GROQ_MODEL_NAME", default="llama3-70b-8192")
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BASE_DIR: Path = Path.cwd()
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else GROQ_MODEL_NAME
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)
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MODEL_API_KEY: str = (
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"not-needed"
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if MODEL_URL == DOCKER_MODEL_RUNNER_URL
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else getenv("GROQ_API_KEY")
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)
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MODEL_TEMPERATURE: float = float(getenv(key="MODEL_TEMPERATURE", default=0.0))
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src/chattr/graph.py
CHANGED
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@@ -46,7 +46,9 @@ async def create_graph() -> CompiledStateGraph:
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)
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_model = _model.bind_tools(_tools, parallel_tool_calls=False)
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except Exception as e:
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raise RuntimeError(
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def call_model(state: MessagesState) -> MessagesState:
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"""
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@@ -58,7 +60,9 @@ async def create_graph() -> CompiledStateGraph:
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Returns:
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MessagesState: A new state with the model's response appended to the messages.
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"""
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return {
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_builder: StateGraph = StateGraph(MessagesState)
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_builder.add_node("agent", call_model)
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@@ -74,7 +78,9 @@ def draw_graph(graph: CompiledStateGraph) -> None:
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"""
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Render the compiled state graph as a Mermaid PNG image and save it to the assets directory.
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"""
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graph.get_graph().draw_mermaid_png(
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if __name__ == "__main__":
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)
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_model = _model.bind_tools(_tools, parallel_tool_calls=False)
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except Exception as e:
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raise RuntimeError(
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f"Failed to initialize ChatOpenAI model: {e}"
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) from e
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def call_model(state: MessagesState) -> MessagesState:
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"""
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Returns:
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MessagesState: A new state with the model's response appended to the messages.
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"""
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return {
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"messages": [_model.invoke([SYSTEM_MESSAGE] + state["messages"])]
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}
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_builder: StateGraph = StateGraph(MessagesState)
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_builder.add_node("agent", call_model)
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"""
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Render the compiled state graph as a Mermaid PNG image and save it to the assets directory.
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"""
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graph.get_graph().draw_mermaid_png(
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output_file_path=ASSETS_DIR / "graph.png"
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)
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if __name__ == "__main__":
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src/chattr/gui.py
CHANGED
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@@ -2,7 +2,9 @@ import gradio
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from gradio import Blocks, Button, Chatbot, ChatMessage, Row, Textbox
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def generate_response(
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"""
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Appends an assistant message about a quarterly sales plot to the chat history for the specified thread ID.
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@@ -33,7 +35,9 @@ def app_block() -> Blocks:
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history = [
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ChatMessage(role="assistant", content="How can I help you?"),
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ChatMessage(
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ChatMessage(
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role="assistant",
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content="I am happy to provide you that report and plot.",
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@@ -41,13 +45,17 @@ def app_block() -> Blocks:
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]
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with Blocks() as app:
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with Row():
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thread_id: Textbox = Textbox(
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chatbot: Chatbot = Chatbot(history, type="messages")
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with Row():
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generate_btn: Button = Button(value="Generate", variant="primary")
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stop_btn: Button = Button(value="Stop", variant="stop")
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_event = generate_btn.click(
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stop_btn.click(cancels=[_event])
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return app
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from gradio import Blocks, Button, Chatbot, ChatMessage, Row, Textbox
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def generate_response(
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history: list[ChatMessage], thread_id: str
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) -> list[ChatMessage]:
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"""
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Appends an assistant message about a quarterly sales plot to the chat history for the specified thread ID.
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history = [
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ChatMessage(role="assistant", content="How can I help you?"),
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ChatMessage(
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role="user", content="Can you make me a plot of quarterly sales?"
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),
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ChatMessage(
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role="assistant",
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content="I am happy to provide you that report and plot.",
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]
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with Blocks() as app:
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with Row():
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thread_id: Textbox = Textbox(
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label="Thread ID", info="Enter Thread ID"
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)
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chatbot: Chatbot = Chatbot(history, type="messages")
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with Row():
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generate_btn: Button = Button(value="Generate", variant="primary")
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stop_btn: Button = Button(value="Stop", variant="stop")
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_event = generate_btn.click(
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generate_response, [chatbot, thread_id], chatbot
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)
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stop_btn.click(cancels=[_event])
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return app
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