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724c738
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Parent(s):
0e29489
Refactor Sidekick initialization to accept a memory file parameter and add clear memory functionality in the Gradio UI.
Browse files- app.py +18 -2
- sidekick.py +23 -8
app.py
CHANGED
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@@ -1,12 +1,14 @@
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from typing import Any, List, Tuple
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import gradio as gr
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from sidekick import Sidekick
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async def setup() -> Sidekick:
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sidekick = Sidekick()
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await sidekick.setup()
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return sidekick
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@@ -26,11 +28,21 @@ async def reset(sidekick: Sidekick) -> Tuple[str, str, None, Sidekick]:
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except Exception:
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pass # Ignore cleanup failures during reset
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-
new_sidekick = Sidekick()
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await new_sidekick.setup()
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return "", "", None, new_sidekick
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def free_resources(sidekick: Sidekick) -> None:
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try:
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if sidekick:
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@@ -64,6 +76,7 @@ with gr.Blocks(title="Sidekick", theme=gr.themes.Default(primary_hue="emerald"))
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with gr.Row():
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reset_button = gr.Button("Reset", variant="stop")
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go_button = gr.Button("Go!", variant="primary")
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ui.load(setup, [], [sidekick])
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message.submit(
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@@ -84,6 +97,9 @@ with gr.Blocks(title="Sidekick", theme=gr.themes.Default(primary_hue="emerald"))
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reset_button.click(
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reset, [sidekick], [message, success_criteria, chatbot, sidekick]
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)
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if __name__ == "__main__":
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import os
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from typing import Any, List, Tuple
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import gradio as gr
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from config import MEMORY_FILE
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from sidekick import Sidekick
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async def setup() -> Sidekick:
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sidekick = Sidekick(memory_file=MEMORY_FILE)
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await sidekick.setup()
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return sidekick
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except Exception:
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pass # Ignore cleanup failures during reset
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new_sidekick = Sidekick(memory_file=MEMORY_FILE)
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await new_sidekick.setup()
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return "", "", None, new_sidekick
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async def clear_memory(sidekick: Sidekick) -> Tuple[str, str, None, Sidekick]:
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"""Delete the persistent memory file."""
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try:
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os.remove(MEMORY_FILE)
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except FileNotFoundError:
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pass
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return await reset(sidekick)
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def free_resources(sidekick: Sidekick) -> None:
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try:
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if sidekick:
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with gr.Row():
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reset_button = gr.Button("Reset", variant="stop")
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go_button = gr.Button("Go!", variant="primary")
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clear_memory_button = gr.Button("Clear Memory", variant="secondary")
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ui.load(setup, [], [sidekick])
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message.submit(
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reset_button.click(
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reset, [sidekick], [message, success_criteria, chatbot, sidekick]
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)
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clear_memory_button.click(
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clear_memory, [sidekick], [message, success_criteria, chatbot, sidekick]
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)
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if __name__ == "__main__":
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sidekick.py
CHANGED
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@@ -3,7 +3,7 @@ import uuid
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from datetime import datetime
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from typing import Annotated, Any, List, Literal, Optional
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from
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from langchain_core.messages import AIMessage, HumanMessage, SystemMessage
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from langchain_openai import ChatOpenAI
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from langgraph.checkpoint.memory import MemorySaver
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@@ -12,10 +12,9 @@ from langgraph.graph.message import add_messages
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from langgraph.prebuilt import ToolNode
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from pydantic import BaseModel, Field
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from tools import get_all_tools_with_browser
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load_dotenv(override=True)
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-
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class State(BaseModel):
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"""State for the Sidekick"""
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class Sidekick:
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"""Sidekick class"""
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def __init__(self):
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self.worker_llm_with_tools = None
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self.evaluator_llm_with_output = None
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self.tools = None
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self.memory = MemorySaver()
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self.browser = None
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self.playwright = None
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async def setup(self) -> None:
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"""Setup function"""
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self.tools, self.browser, self.playwright = await get_all_tools_with_browser()
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worker_llm = ChatOpenAI(model=
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self.worker_llm_with_tools = worker_llm.bind_tools(self.tools)
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-
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self.evaluator_llm_with_output = evaluator_llm.with_structured_output(
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EvaluatorOutput
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)
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@@ -223,8 +226,12 @@ If you're seeing the Assistant repeating the same mistakes, then consider respon
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config = {"configurable": {"thread_id": self.sidekick_id}}
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state = {
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"messages": [HumanMessage(content=message)],
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"success_criteria": success_criteria
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or "The answer should be clear and accurate",
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"feedback_on_work": None,
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@@ -232,8 +239,16 @@ If you're seeing the Assistant repeating the same mistakes, then consider respon
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"user_input_needed": False,
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}
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result = await self.graph.ainvoke(state, config=config)
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user = {"role": "user", "content": message}
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reply = {"role": "assistant", "content":
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feedback = {"role": "assistant", "content": result["messages"][-1].content}
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return history + [user, reply, feedback]
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from datetime import datetime
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from typing import Annotated, Any, List, Literal, Optional
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from langchain_community.chat_message_histories import FileChatMessageHistory
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from langchain_core.messages import AIMessage, HumanMessage, SystemMessage
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from langchain_openai import ChatOpenAI
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from langgraph.checkpoint.memory import MemorySaver
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from langgraph.prebuilt import ToolNode
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from pydantic import BaseModel, Field
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from config import OPENAI_CHAT_MODEL_EVALUATOR, OPENAI_CHAT_MODEL_WORKER
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from tools import get_all_tools_with_browser
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class State(BaseModel):
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"""State for the Sidekick"""
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class Sidekick:
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"""Sidekick class"""
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def __init__(self, memory_file: str = "sidekick_memory.json"):
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"""Initialize the Sidekick"""
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self.worker_llm_with_tools = None
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self.evaluator_llm_with_output = None
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self.tools = None
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self.memory = MemorySaver()
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self.browser = None
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self.playwright = None
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self.chat_memory = FileChatMessageHistory(file_path=memory_file)
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async def setup(self) -> None:
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"""Setup function"""
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self.tools, self.browser, self.playwright = await get_all_tools_with_browser()
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worker_llm = ChatOpenAI(model=OPENAI_CHAT_MODEL_WORKER)
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self.worker_llm_with_tools = worker_llm.bind_tools(self.tools)
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evaluator_llm = ChatOpenAI(model=OPENAI_CHAT_MODEL_EVALUATOR)
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self.evaluator_llm_with_output = evaluator_llm.with_structured_output(
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EvaluatorOutput
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)
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config = {"configurable": {"thread_id": self.sidekick_id}}
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# Load persistent conversation history.
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persistent_messages = self.chat_memory.messages if self.chat_memory else []
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# Build the initial state for the graph including persistent history and the new user message.
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state = {
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"messages": persistent_messages + [HumanMessage(content=message)],
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"success_criteria": success_criteria
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or "The answer should be clear and accurate",
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"feedback_on_work": None,
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"user_input_needed": False,
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}
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result = await self.graph.ainvoke(state, config=config)
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# Update the persistent memory with the new user and assistant messages
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self.chat_memory.add_user_message(message)
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# The assistant's reply is the second to last message (the last one is evaluator feedback)
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assistant_reply_content = result["messages"][-2].content
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self.chat_memory.add_ai_message(assistant_reply_content)
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user = {"role": "user", "content": message}
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reply = {"role": "assistant", "content": assistant_reply_content}
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feedback = {"role": "assistant", "content": result["messages"][-1].content}
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return history + [user, reply, feedback]
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