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a/examples/async-user-confirmation/langchain-examples/pyproject.toml b/examples/async-user-confirmation/langchain-examples/pyproject.toml index 6483110..777d300 100644 --- a/examples/async-user-confirmation/langchain-examples/pyproject.toml +++ b/examples/async-user-confirmation/langchain-examples/pyproject.toml @@ -20,13 +20,13 @@ httpx = "^0.28.1" python-dotenv = "^1.0.1" pydantic = "^2.10.6" nanoid = "^2.0.0" -langchain-openai = "^0.3.16" langchain = "^0.3.25" langchain-core = "^0.3.59" +langchain-openai = "^0.3.16" langgraph = "^0.4.3" langgraph-cli = "^0.2.8" -langgraph-api = "^0.2.17" -langgraph-runtime-inmem = "^0.0.9" +langgraph-api = "^0.2.19" +langgraph-runtime-inmem = "^0.0.10" auth0-ai-langchain = { path = "../../../packages/auth0-ai-langchain", develop = true } [build-system] diff --git a/examples/async-user-confirmation/langchain-examples/src/agents/agent.py b/examples/async-user-confirmation/langchain-examples/src/agents/agent.py index 0029eb0..b4b31e7 100644 --- a/examples/async-user-confirmation/langchain-examples/src/agents/agent.py +++ b/examples/async-user-confirmation/langchain-examples/src/agents/agent.py @@ -3,9 +3,9 @@ from langgraph.prebuilt import ToolNode from langchain_core.messages import BaseMessage, AIMessage from typing import TypedDict, Annotated, Sequence -from tools.trade import trade_tool -from tools.conditional_trade import conditional_trade_tool from langchain_openai import ChatOpenAI +from src.agents.tools.trade import trade_tool +from src.agents.tools.conditional_trade import conditional_trade_tool class State(TypedDict): messages: Annotated[Sequence[BaseMessage], add_messages] diff --git a/examples/async-user-confirmation/langchain-examples/src/agents/conditional_trade.py b/examples/async-user-confirmation/langchain-examples/src/agents/conditional_trade.py index 886d100..ac2f7bf 100644 --- a/examples/async-user-confirmation/langchain-examples/src/agents/conditional_trade.py +++ b/examples/async-user-confirmation/langchain-examples/src/agents/conditional_trade.py @@ -10,7 +10,7 @@ from langgraph.graph.message import add_messages from langgraph.prebuilt import ToolNode from src.agents.clients.scheduler import SchedulerClient -from tools.trade import trade_tool +from src.agents.tools.trade import trade_tool class ConditionalTrade(TypedDict): ticker: str diff --git a/examples/async-user-confirmation/langchain-examples/src/agents/tools/conditional_trade.py b/examples/async-user-confirmation/langchain-examples/src/agents/tools/conditional_trade.py index 047ba5f..cd79a91 100644 --- a/examples/async-user-confirmation/langchain-examples/src/agents/tools/conditional_trade.py +++ b/examples/async-user-confirmation/langchain-examples/src/agents/tools/conditional_trade.py @@ -2,7 +2,7 @@ from enum import Enum from langchain_core.tools import StructuredTool from langchain_core.runnables.config import RunnableConfig -from clients.scheduler import SchedulerClient +from src.agents.clients.scheduler import SchedulerClient class MetricEnum(str, Enum): PE = "P/E" diff --git a/examples/async-user-confirmation/llama-index-examples/poetry.lock b/examples/async-user-confirmation/llama-index-examples/poetry.lock index 0dd0e6e..5dca55b 100644 --- a/examples/async-user-confirmation/llama-index-examples/poetry.lock +++ b/examples/async-user-confirmation/llama-index-examples/poetry.lock @@ -14,93 +14,93 @@ files = [ [[package]] name = "aiohttp" -version = "3.11.16" +version = "3.11.18" description = "Async http client/server framework (asyncio)" optional = false python-versions = ">=3.9" groups = ["main"] files = [ - {file = "aiohttp-3.11.16-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:fb46bb0f24813e6cede6cc07b1961d4b04f331f7112a23b5e21f567da4ee50aa"}, - {file = "aiohttp-3.11.16-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:54eb3aead72a5c19fad07219acd882c1643a1027fbcdefac9b502c267242f955"}, - {file = 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b/examples/async-user-confirmation/llama-index-examples/pyproject.toml @@ -15,11 +15,11 @@ python = "^3.11" python-dotenv = "^1.0.1" flask = { extras = ["async"], version = "^3.1.0" } requests = "^2.32.3" -authlib = "^1.5.1" hypercorn = "^0.17.3" llama-index = "^0.12.33" llama-index-agent-openai = "^0.4.6" auth0-ai-llamaindex = { path = "../../../packages/auth0-ai-llamaindex", develop = true } +auth0-server-python = "^1.0.0b4" [build-system] requires = ["poetry-core"] diff --git a/examples/async-user-confirmation/llama-index-examples/scripts/start.py b/examples/async-user-confirmation/llama-index-examples/scripts/start.py index ec1eac0..fe8805a 100644 --- a/examples/async-user-confirmation/llama-index-examples/scripts/start.py +++ b/examples/async-user-confirmation/llama-index-examples/scripts/start.py @@ -1,14 +1,14 @@ import asyncio +from asgiref.wsgi import WsgiToAsgi from hypercorn.config import Config from hypercorn.asyncio import serve from src.app.app import app + def main(): config = Config() config.bind = ["0.0.0.0:3000"] config.worker_class = "asyncio" config.use_reloader = True - loop = asyncio.new_event_loop() - asyncio.set_event_loop(loop) - loop.run_until_complete(serve(app, config)) + asyncio.run(serve(WsgiToAsgi(app), config)) diff --git a/examples/async-user-confirmation/llama-index-examples/src/agents/agent.py b/examples/async-user-confirmation/llama-index-examples/src/agents/agent.py new file mode 100644 index 0000000..a935c76 --- /dev/null +++ b/examples/async-user-confirmation/llama-index-examples/src/agents/agent.py @@ -0,0 +1,29 @@ +from datetime import datetime +from llama_index.agent.openai import OpenAIAgent + +from .memory import get_memory +from .tools.trade import trade_tool + + +system_prompt = f"""You are a specialized stock trading assistant designed to +guide users through the process of buying stocks step by step. + +**Important Constraints**: +- You cannot discuss, buy, or sell any stocks outside this limited list, whether real or fictional. +- You and the user can discuss the prices of these stocks, adjust stock amounts, and place buy orders through the UI. + +**Additional Guidelines**: +- Today’s date for reference: {datetime.now().isoformat()} +- You may perform calculations as needed and engage in general discussion with the user. +""" + + +async def get_agent(user_id: str, chat_id: str): + chat_memory = await get_memory(user_id, chat_id) + return OpenAIAgent.from_tools( + model="gpt-4o", + memory=chat_memory, + system_prompt=system_prompt, + tools=[trade_tool], + verbose=True + ) diff --git a/examples/async-user-confirmation/llama-index-examples/src/agents/memory.py b/examples/async-user-confirmation/llama-index-examples/src/agents/memory.py new file mode 100644 index 0000000..d085cfe --- /dev/null +++ b/examples/async-user-confirmation/llama-index-examples/src/agents/memory.py @@ -0,0 +1,12 @@ +from llama_index.core.storage.chat_store import SimpleChatStore +from llama_index.core.memory import ChatMemoryBuffer + +chat_store = SimpleChatStore() + + +async def get_memory(user_id: str, chat_id: str): + return ChatMemoryBuffer.from_defaults( + token_limit=3000, + chat_store=chat_store, + chat_store_key=f"{user_id}_{chat_id}", + ) diff --git a/examples/async-user-confirmation/llama-index-examples/src/tools/trade.py b/examples/async-user-confirmation/llama-index-examples/src/agents/tools/trade.py similarity index 84% rename from examples/async-user-confirmation/llama-index-examples/src/tools/trade.py rename to examples/async-user-confirmation/llama-index-examples/src/agents/tools/trade.py index 34e854b..7b9160d 100644 --- a/examples/async-user-confirmation/llama-index-examples/src/tools/trade.py +++ b/examples/async-user-confirmation/llama-index-examples/src/agents/tools/trade.py @@ -1,9 +1,12 @@ import os - +from dotenv import load_dotenv import httpx -from auth0_ai_llamaindex.ciba import get_ciba_credentials from llama_index.core.tools import FunctionTool +from auth0_ai_llamaindex.ciba import get_ciba_credentials +from ...auth0.auth0_ai import with_async_user_confirmation +load_dotenv() + def trade_tool_function(ticker: str, qty: int) -> str: credentials = get_ciba_credentials() @@ -29,8 +32,8 @@ def trade_tool_function(ticker: str, qty: int) -> str: return f"HTTP request failed: {str(e)}" -trade_tool = FunctionTool.from_defaults( +trade_tool = with_async_user_confirmation(FunctionTool.from_defaults( name="trade_tool", description="Use this function to trade a stock", fn=trade_tool_function, -) +)) diff --git a/examples/async-user-confirmation/llama-index-examples/src/app/app.py b/examples/async-user-confirmation/llama-index-examples/src/app/app.py index 2d3ef37..548396f 100644 --- a/examples/async-user-confirmation/llama-index-examples/src/app/app.py +++ b/examples/async-user-confirmation/llama-index-examples/src/app/app.py @@ -1,117 +1,67 @@ import os import uuid -from datetime import datetime -from urllib.parse import quote_plus, urlencode - -from auth0_ai_llamaindex.auth0_ai import Auth0AI, set_ai_context -from authlib.integrations.flask_client import OAuth from dotenv import load_dotenv from flask import Flask, jsonify, redirect, render_template, request, session, url_for -from llama_index.agent.openai import OpenAIAgent -from ..tools.trade import trade_tool +from auth0_ai_llamaindex.auth0_ai import set_ai_context -load_dotenv() +from ..agents.agent import get_agent +from ..agents.memory import get_memory +from ..auth0.routes import login_bp -agents = {} -system_prompt = f"""You are a specialized stock trading assistant designed to -guide users through the process of buying stocks step by step. -**Important Constraints**: -- You cannot discuss, buy, or sell any stocks outside this limited list, whether real or fictional. -- You and the user can discuss the prices of these stocks, adjust stock amounts, and place buy orders through the UI. +load_dotenv() -**Additional Guidelines**: -- Today’s date for reference: {datetime.now().isoformat()} -- You may perform calculations as needed and engage in general discussion with the user. -""" +app = Flask(__name__) +app.secret_key = os.getenv("APP_SECRET_KEY", "SOME_RANDOM_SECRET_KEY") -auth0_ai = Auth0AI() -with_async_user_confirmation = auth0_ai.with_async_user_confirmation( - scope="stock:trade", - audience=os.getenv("AUDIENCE"), - binding_message=lambda ticker, qty: f"Authorize the purchase of {qty} {ticker}", - user_id=lambda *_, **__: session["user"]["userinfo"]["sub"], - # When this flag is set to `"block"`, the execution of the tool awaits until the user approves or rejects the request. - # Given the asynchronous nature of the CIBA flow, this mode is only useful during development. - on_authorization_request="block", -) +app.register_blueprint(login_bp) -tools = [with_async_user_confirmation(trade_tool)] +@app.route("/") +async def home(): + if "user" not in session: + return redirect(url_for("auth0.login", _external=True)) -def get_agent(): - user_id = session["user"]["userinfo"]["sub"] - if user_id not in agents: - agents[user_id] = OpenAIAgent.from_tools( - tools=tools, model="gpt-4o", system_prompt=system_prompt, verbose=True) - return agents[user_id] + session["thread_id"] = str(uuid.uuid4()) + return redirect(url_for("chat", thread_id=session["thread_id"], _external=True)) -app = Flask(__name__) -app.secret_key = os.getenv("APP_SECRET_KEY", "YOUR_SECRET_KEY") +@app.route("/chat/") +async def chat(thread_id: str): + if "user" not in session: + return "please login", 401 -oauth = OAuth(app) -oauth.register( - "auth0", - client_id=os.getenv("AUTH0_CLIENT_ID"), - client_secret=os.getenv("AUTH0_CLIENT_SECRET"), - client_kwargs={ - "scope": "openid profile", - }, - server_metadata_url=f'https://{os.getenv("AUTH0_DOMAIN")}/.well-known/openid-configuration' -) + if ("thread_id" not in session) or (session["thread_id"] != thread_id): + return "Invalid or mismatched chat session. Please start a new chat.", 400 + user_id = session["user"]["sub"] -@app.route("/") -def home(): - if "user" not in session: - return redirect("/login") - - thread_id = str(uuid.uuid4()) - set_ai_context(thread_id) + memory = await get_memory(user_id, thread_id) + + messages = [ + { + "role": m.role, + "content": m.content + } for m in memory.get_all() + ] - return render_template("index.html", user=session.get('user')) + return render_template("index.html", user=session["user"], messages=messages, interrupt=None) -@app.route("/chat", methods=["POST"]) -async def chat(): +@app.route("/api/chat", methods=["POST"]) +async def api_chat(): if "user" not in session: return jsonify({"error": "unauthorized"}), 401 + user_id = session["user"]["sub"] + thread_id = session["thread_id"] + set_ai_context(thread_id) + try: message = request.json.get("message") - response = await get_agent().achat(message) + agent = await get_agent(user_id, thread_id) + response = await agent.achat(message) return jsonify({"response": str(response)}) except Exception as e: return jsonify({"error": str(e)}), 500 - - -@app.route("/login") -def login(): - return oauth.auth0.authorize_redirect( - redirect_uri=url_for("login_callback", _external=True) - ) - - -@app.route("/login/callback", methods=["GET", "POST"]) -def login_callback(): - token = oauth.auth0.authorize_access_token() - session["user"] = token - return redirect("/") - - -@app.route("/logout") -def logout(): - session.clear() - return redirect( - "https://" + os.getenv("AUTH0_DOMAIN") - + "/v2/logout?" - + urlencode( - { - "returnTo": url_for("home", _external=True), - "client_id": os.getenv("AUTH0_CLIENT_ID"), - }, - quote_via=quote_plus, - ) - ) diff --git a/examples/async-user-confirmation/llama-index-examples/src/app/templates/index.html b/examples/async-user-confirmation/llama-index-examples/src/app/templates/index.html index ee96e7c..55eee4c 100644 --- a/examples/async-user-confirmation/llama-index-examples/src/app/templates/index.html +++ b/examples/async-user-confirmation/llama-index-examples/src/app/templates/index.html @@ -3,127 +3,414 @@ Chatbot Example - + + +
+ + + + - .message.user { - text-align: right; - font-weight: bold; + + + + + + + + + + + + + + + diff --git a/examples/async-user-confirmation/llama-index-examples/src/auth0/auth.py b/examples/async-user-confirmation/llama-index-examples/src/auth0/auth.py new file mode 100644 index 0000000..ef88883 --- /dev/null +++ b/examples/async-user-confirmation/llama-index-examples/src/auth0/auth.py @@ -0,0 +1,20 @@ +import os +from dotenv import load_dotenv + +from auth0_server_python.auth_server.server_client import ServerClient +from .stores import FlaskCookieTransactionStore, FlaskStatelessStateStore +load_dotenv() + +# Instantiate the Auth0 Server Client +auth0 = ServerClient( + domain=os.getenv("AUTH0_DOMAIN"), + client_id=os.getenv("AUTH0_CLIENT_ID"), + client_secret=os.getenv("AUTH0_CLIENT_SECRET"), + authorization_params={"scope": "openid profile email offline_access"}, + redirect_uri=f"{os.getenv("APP_BASE_URL", "http://localhost:3000")}/auth/callback", + transaction_store=FlaskCookieTransactionStore( + secret=os.getenv("APP_SECRET_KEY", "SOME_RANDOM_SECRET_KEY")), + state_store=FlaskStatelessStateStore(secret=os.getenv( + "APP_SECRET_KEY", "SOME_RANDOM_SECRET_KEY")), + secret=os.getenv("APP_SECRET_KEY", "SOME_RANDOM_SECRET_KEY") +) diff --git a/examples/async-user-confirmation/llama-index-examples/src/auth0/auth0_ai.py b/examples/async-user-confirmation/llama-index-examples/src/auth0/auth0_ai.py new file mode 100644 index 0000000..1ffa5a3 --- /dev/null +++ b/examples/async-user-confirmation/llama-index-examples/src/auth0/auth0_ai.py @@ -0,0 +1,25 @@ +import os +from dotenv import load_dotenv +from auth0_ai_llamaindex.auth0_ai import Auth0AI +from flask import request +from .auth import auth0 + +load_dotenv() + +auth0_ai = Auth0AI() + + +async def user_id(**_kwargs): + store_options = {"request": request} + user = await auth0.get_user(store_options=store_options) + return user.get("sub") + +with_async_user_confirmation = auth0_ai.with_async_user_confirmation( + scope="stock:trade", + audience=os.getenv("AUDIENCE"), + binding_message=lambda ticker, qty: f"Authorize the purchase of {qty} {ticker}", + user_id=user_id, + # When this flag is set to `"block"`, the execution of the tool awaits until the user approves or rejects the request. + # Given the asynchronous nature of the CIBA flow, this mode is only useful during development. + on_authorization_request="block", +) diff --git a/examples/async-user-confirmation/llama-index-examples/src/auth0/routes.py b/examples/async-user-confirmation/llama-index-examples/src/auth0/routes.py new file mode 100644 index 0000000..d743118 --- /dev/null +++ b/examples/async-user-confirmation/llama-index-examples/src/auth0/routes.py @@ -0,0 +1,49 @@ +from flask import Blueprint, request, session, make_response, url_for +from auth0_server_python.auth_types import StartInteractiveLoginOptions, LogoutOptions +from .auth import auth0 + +login_bp = Blueprint("auth0", __name__) + + +@login_bp.route("/auth/login") +async def login(): + response = make_response() + store_options = {"request": request, "response": response} + options = StartInteractiveLoginOptions( + app_state={"returnTo": request.args.get("returnTo")}, + authorization_params={k: v for k, v in request.args.items() if k not in [ + "returnTo"]} + ) + + response.headers["Location"] = await auth0.start_interactive_login(options, store_options) + response.status_code = 302 + return response + + +@login_bp.route("/auth/callback") +async def login_callback(): + response = make_response() + store_options = {"request": request, "response": response} + default_return_to = url_for("home", _external=True) + + result = await auth0.complete_interactive_login(str(request.url), store_options) + session["user"] = result.get("state_data", {}).get("user") + + response.headers["Location"] = result["app_state"].get( + "returnTo") or default_return_to + response.status_code = 302 + return response + + +@login_bp.route("/auth/logout") +async def logout(): + response = make_response() + store_options = {"request": request, "response": response} + options = LogoutOptions(return_to=url_for("home", _external=True)) + + response.headers["Location"] = await auth0.logout(options, store_options) + response.status_code = 302 + + session.clear() + + return response diff --git a/examples/async-user-confirmation/llama-index-examples/src/auth0/stores.py b/examples/async-user-confirmation/llama-index-examples/src/auth0/stores.py new file mode 100644 index 0000000..db765bb --- /dev/null +++ b/examples/async-user-confirmation/llama-index-examples/src/auth0/stores.py @@ -0,0 +1,167 @@ +# flask_stores.py + +from typing import Any, Dict, Optional, Union +from flask import Request, Response +from auth0_server_python.store.abstract import TransactionStore, StateStore +from auth0_server_python.auth_types import TransactionData, StateData + + +class FlaskCookieTransactionStore(TransactionStore): + """ + A Flask-compatible transaction store that saves Auth0 transaction data + in a signed, encrypted, HTTP-only cookie. + """ + + def __init__(self, secret: str, cookie_name: str = "_a0_tx"): + # Initialize the abstract TransactionStore with the provided secret + super().__init__({"secret": secret}) + self.cookie_name = cookie_name + + async def set( + self, + identifier: str, + value: TransactionData, + options: Optional[Dict[str, Any]] = None + ) -> None: + if not options or "response" not in options: + raise ValueError( + "Response object is required in store options for cookie storage.") + response: Response = options["response"] + # Encrypt the transaction data using the abstract store + encrypted_value = self.encrypt(identifier, value.dict()) + # Store in a secure, HTTP-only cookie (short-lived) + response.set_cookie( + key=self.cookie_name, + value=encrypted_value, + path="/", + samesite="Lax", + secure=True, + httponly=True, + max_age=60, + ) + + async def get( + self, + identifier: str, + options: Optional[Dict[str, Any]] = None + ) -> Optional[TransactionData]: + if not options or "request" not in options: + raise ValueError( + "Request object is required in store options for cookie storage.") + request: Request = options["request"] + encrypted_value = request.cookies.get(self.cookie_name) + if not encrypted_value: + return None + try: + # Decrypt and parse into TransactionData + decrypted = self.decrypt(identifier, encrypted_value) + return TransactionData.parse_obj(decrypted) + except Exception: + return None + + async def delete( + self, + identifier: str, + options: Optional[Dict[str, Any]] = None + ) -> None: + if not options or "response" not in options: + raise ValueError( + "Response object is required in store options for cookie storage.") + response: Response = options["response"] + response.delete_cookie(key=self.cookie_name) + + +class FlaskStatelessStateStore(StateStore): + """ + A Flask-compatible stateless state store that keeps session data + encrypted directly in cookie chunks. + """ + + def __init__( + self, + secret: str, + cookie_name: str = "_a0_session", + expiration: int = 259200 # default 3 days + ): + super().__init__({"secret": secret}) + self.cookie_name = cookie_name + self.expiration = expiration + self.max_cookie_size = 4096 + self.cookie_options = { + "httponly": True, + "samesite": "Lax", + "path": "/", + "secure": True, + "max_age": expiration, + } + + async def set( + self, + identifier: str, + state: Union[StateData, Dict[str, Any]], + options: Optional[Dict[str, Any]] = None + ) -> None: + if not options or "response" not in options: + raise ValueError( + "Response object is required in store options for stateless storage.") + response: Response = options["response"] + # Prepare plaintext dict + state_dict = state.dict() if hasattr( + state, 'dict') and callable(state.dict) else state + # Encrypt entire state as one string + encrypted_data = self.encrypt(identifier, state_dict) + # Chunk into cookie-size pieces + chunk_size = self.max_cookie_size - len(self.cookie_name) - 10 + for idx in range(0, len(encrypted_data), chunk_size): + chunk_name = f"{self.cookie_name}_{idx // chunk_size}" + chunk_value = encrypted_data[idx: idx + chunk_size] + response.set_cookie( + key=chunk_name, + value=chunk_value, + **self.cookie_options + ) + + async def get( + self, + identifier: str, + options: Optional[Dict[str, Any]] = None + ) -> Optional[Union[StateData, Dict[str, Any]]]: + if not options or "request" not in options: + raise ValueError( + "Request object is required in store options for stateless storage.") + request: Request = options["request"] + # Collect all state cookie chunks + parts = [] + for name, val in request.cookies.items(): + if name == self.cookie_name or name.startswith(f"{self.cookie_name}_"): + try: + index = int(name.split("_")[-1]) if "_" in name else 0 + except ValueError: + continue + parts.append((index, val)) + if not parts: + return None + parts.sort(key=lambda x: x[0]) + encrypted_full = "".join(chunk for _, chunk in parts) + if not encrypted_full: + return None + try: + # Decrypt and return raw dict or StateData + decrypted = self.decrypt(identifier, encrypted_full) + return StateData.parse_obj(decrypted) + except Exception: + return None + + async def delete( + self, + identifier: str, + options: Optional[Dict[str, Any]] = None + ) -> None: + if not options or "response" not in options: + raise ValueError( + "Response object is required in store options for stateless storage.") + response: Response = options["response"] + # Remove base and chunk cookies (up to 20 chunks) + response.delete_cookie(key=self.cookie_name) + for i in range(20): + response.delete_cookie(key=f"{self.cookie_name}_{i}") diff --git a/examples/authorization-for-rag/langchain-examples/poetry.lock b/examples/authorization-for-rag/langchain-examples/poetry.lock index 9da74c4..11a2974 100644 --- a/examples/authorization-for-rag/langchain-examples/poetry.lock +++ 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