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app.py
CHANGED
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@@ -16,7 +16,7 @@ graph = generate_graph()
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def init():
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load_dotenv(override=True)
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-
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if(os.path.isdir("./chromadb-store")):
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logger.warning("database exists locally. not downloading.")
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return
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@@ -39,6 +39,17 @@ def init_session():
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return str(uuid.uuid4())
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def chat(message, history, thread_id):
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print("received chat message for thread:", thread_id)
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config = {"configurable": {"thread_id": thread_id}}
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@@ -47,6 +58,15 @@ def chat(message, history, thread_id):
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)
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return response["messages"][-1].content
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thread_id = gr.State(init_session)
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supported_scriptures = "\n - ".join(
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@@ -87,9 +107,17 @@ chatbot = gr.Chatbot(
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height=700,
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render_markdown=True,
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)
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chatInterface = gr.ChatInterface(
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title="Sanatan-AI",
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)
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# initializze database
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init()
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chatInterface.launch()
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def init():
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load_dotenv(override=True)
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+
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if(os.path.isdir("./chromadb-store")):
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logger.warning("database exists locally. not downloading.")
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return
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return str(uuid.uuid4())
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async def chat_wrapper(message, history, thread_id, debug):
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if debug:
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# Yield each message as it's generated
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async for chunk in chat_streaming(message, history, thread_id):
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yield chunk
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else:
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# Yield full response once
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response = chat(message, history, thread_id)
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yield response
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def chat(message, history, thread_id):
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print("received chat message for thread:", thread_id)
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config = {"configurable": {"thread_id": thread_id}}
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)
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return response["messages"][-1].content
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async def chat_streaming(message, history, thread_id):
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state = {"messages": (history or []) + [{"role": "user", "content": message}]}
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config = {"configurable": {"thread_id": thread_id}}
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async for step in graph.astream(state,config=config):
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# LangGraph yields steps like {"respond": ChatState, "post_process": ChatState}
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for node_output in step.values():
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yield node_output["messages"][-1].content
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print("received chat message for thread:", thread_id)
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thread_id = gr.State(init_session)
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supported_scriptures = "\n - ".join(
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height=700,
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render_markdown=True,
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)
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debug_checkbox = gr.Checkbox(label="Debug (Streaming)", value=False)
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chatInterface = gr.ChatInterface(
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title="Sanatan-AI",
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fn=chat_wrapper,
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additional_inputs=[thread_id, debug_checkbox],
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chatbot=chatbot,
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)
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# initializze database
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init()
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chatInterface.launch()
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