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Update app.py
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app.py
CHANGED
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@@ -16,25 +16,6 @@ from langchain.schema import HumanMessage, AIMessage, SystemMessage
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# Create a ToolNode that knows about your web_search function
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import json
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def parse_tool_json(text: str) -> dict | None:
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"""
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Given a string like '{"tool":"web_search","query":"..."}'
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or '"{\"tool\":\"web_search\",\"query\":\"...\"}"', return
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the parsed dict. Otherwise, return None.
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"""
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t = text.strip()
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# If it’s wrapped in single or double quotes, remove them:
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if (t.startswith('"') and t.endswith('"')) or (t.startswith("'") and t.endswith("'")):
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t = t[1:-1]
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try:
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obj = json.loads(t)
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if isinstance(obj, dict) and "tool" in obj:
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return obj
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except Exception:
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return None
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return None
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# (Keep Constan
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#
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#
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@@ -65,7 +46,7 @@ def respond_to_input(user_input: str) -> str:
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"⚠️ **MANDATORY** ⚠️: If (and only if) you need to call a tool, your entire response MUST be exactly ONE JSON OBJECT and NOTHING ELSE. \n"
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"For example, if you want to call web_search, you must respond with exactly:\n"
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"```json\n"
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"```\n"
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"That JSON string must start at the very first character of your response and end at the very last character—"
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"no surrounding quotes, no markdown fences, no explanatory text. \n\n"
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@@ -81,12 +62,11 @@ def respond_to_input(user_input: str) -> str:
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]
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}
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try:
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first_pass = compiled_graph.invoke(initial_state)
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except Exception as e:
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print("‼️ ERROR during first invoke:", repr(e))
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# If you want extra debug, you can try printing first_pass["messages"] if defined
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return "" # return fallback
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# D) Log the AIMessage(s) from first_pass
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@@ -103,15 +83,25 @@ def respond_to_input(user_input: str) -> str:
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last_msg = msg.content
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break
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# F) Attempt to parse last_msg as JSON for a tool call
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tool_dict =
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if tool_dict:
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# G) If valid JSON, run the tool
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print(">> Parsed tool call:", tool_dict)
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tool_result = tool_node.run(tool_dict)
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print(f">> Tool '{tool_dict['tool']}' returned: {repr(tool_result)}")
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# H) SECOND PASS: feed the tool
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# with no new human input
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continuation_state = {
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"messages": [
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# Create a ToolNode that knows about your web_search function
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import json
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# (Keep Constan
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#
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#
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"⚠️ **MANDATORY** ⚠️: If (and only if) you need to call a tool, your entire response MUST be exactly ONE JSON OBJECT and NOTHING ELSE. \n"
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"For example, if you want to call web_search, you must respond with exactly:\n"
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"```json\n"
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'{"tool":"web_search","query":"Mercedes Sosa studio albums 2000-2009"}'\n"
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"```\n"
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"That JSON string must start at the very first character of your response and end at the very last character—"
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"no surrounding quotes, no markdown fences, no explanatory text. \n\n"
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]
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}
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# C) FIRST PASS: invoke with only initial_state (no second argument!)
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try:
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first_pass = compiled_graph.invoke(initial_state)
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except Exception as e:
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print("‼️ ERROR during first invoke:", repr(e))
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return "" # return fallback
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# D) Log the AIMessage(s) from first_pass
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last_msg = msg.content
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break
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# F) Attempt to parse last_msg as JSON for a tool call (inline, no parse_tool_json)
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tool_dict = None
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t = (last_msg or "").strip()
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if (t.startswith('"') and t.endswith('"')) or (t.startswith("'") and t.endswith("'")):
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t = t[1:-1]
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try:
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obj = json.loads(t)
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if isinstance(obj, dict) and "tool" in obj:
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tool_dict = obj
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except Exception:
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tool_dict = None
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if tool_dict:
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# G) If valid JSON, run the tool
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print(">> Parsed tool call:", tool_dict)
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tool_result = tool_node.run(tool_dict)
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print(f">> Tool '{tool_dict['tool']}' returned: {repr(tool_result)}")
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# H) SECOND PASS: feed the tool's output back in as an AIMessage,
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# with no new human input
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continuation_state = {
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"messages": [
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