diff --git a/README.md b/README.md index 649115e..3f926ba 100644 --- a/README.md +++ b/README.md @@ -39,10 +39,13 @@ Run query get_tool_data to see the data the tool has collected so far. - `poetry run uvicorn api.main:app --reload` to start the API server. - Access the API at `/docs` to see the available endpoints. +## UI +TODO: Document /frontend react app running instructions. + ## TODO - The LLM prompts move through 3 mock tools (FindEvents, SearchFlights, CreateInvoice) but I should make them contact real APIs. - Might need to abstract the json example in the prompt generator to be part of a ToolDefinition (prevent overfitting to the example). -- I need to build a chat interface so it's not cli-controlled. Also want to show some 'behind the scenes' of the agents being used as they run. -- What happens if I don't want to confirm a step, but instead want to correct it? TODO figure out -- What happens if I am at confirmation step and want to end the chat (do I need some sort of signal router?) -- Currently hardcoded to the Temporal dev server at localhost:7233. Need to support options incl Temporal Cloud. \ No newline at end of file +- Currently hardcoded to the Temporal dev server at localhost:7233. Need to support options incl Temporal Cloud. +- UI: A bit ugly +- UI: Tool Confirmed state could be better represented +- UI: 'Start new chat' button needs to handle better \ No newline at end of file diff --git a/api/main.py b/api/main.py index 0aa2ea9..e400f98 100644 --- a/api/main.py +++ b/api/main.py @@ -2,10 +2,21 @@ from fastapi import FastAPI from temporalio.client import Client from workflows.tool_workflow import ToolWorkflow from models.data_types import CombinedInput, ToolsData, ToolWorkflowParams +from temporalio.exceptions import TemporalError +from fastapi.middleware.cors import CORSMiddleware from tools.tool_registry import all_tools + app = FastAPI() +app.add_middleware( + CORSMiddleware, + allow_origins=["http://localhost:5173"], + allow_credentials=True, + allow_methods=["*"], + allow_headers=["*"], +) + @app.get("/") def root(): @@ -16,9 +27,37 @@ def root(): async def get_tool_data(): """Calls the workflow's 'get_tool_data' query.""" client = await Client.connect("localhost:7233") - handle = client.get_workflow_handle("agent-workflow") - tool_data = await handle.query(ToolWorkflow.get_tool_data) - return tool_data + try: + # Get workflow handle + handle = client.get_workflow_handle("agent-workflow") + + # Check if the workflow is completed + workflow_status = await handle.describe() + if workflow_status.status == 2: + # Workflow is completed; return an empty response + return {} + + # Query the workflow + tool_data = await handle.query("get_tool_data") + return tool_data + except TemporalError as e: + # Workflow not found; return an empty response + print(e) + return {} + + +@app.get("/get-conversation-history") +async def get_conversation_history(): + """Calls the workflow's 'get_conversation_history' query.""" + client = await Client.connect("localhost:7233") + try: + handle = client.get_workflow_handle("agent-workflow") + conversation_history = await handle.query("get_conversation_history") + + return conversation_history + except TemporalError as e: + print(e) + return [] @app.post("/send-prompt") @@ -57,3 +96,19 @@ async def send_confirm(): handle = client.get_workflow_handle(workflow_id) await handle.signal("confirm") return {"message": "Confirm signal sent."} + + +@app.post("/end-chat") +async def end_chat(): + """Sends a 'end_chat' signal to the workflow.""" + client = await Client.connect("localhost:7233") + workflow_id = "agent-workflow" + + try: + handle = client.get_workflow_handle(workflow_id) + await handle.signal("end_chat") + return {"message": "End chat signal sent."} + except TemporalError as e: + print(e) + # Workflow not found; return an empty response + return {} diff --git a/frontend/.gitignore b/frontend/.gitignore new file mode 100644 index 0000000..7a592c5 --- /dev/null +++ b/frontend/.gitignore @@ -0,0 +1,53 @@ +# Node.js +node_modules/ +npm-debug.log* +yarn-debug.log* +yarn-error.log* + +# Logs +logs +*.log +logs/*.log + +# OS-specific files +.DS_Store + +# Build output +dist/ +build/ + +# Dependency directories +jspm_packages/ + +# Testing +coverage/ + +# Next.js +.next/ + +# Vite +.vite/ + +# Parcel +.cache/ + +# Environment files +.env +.env.*.local + +# Editor files +.idea/ +.vscode/ +*.swp + +# Temporary files +*.tmp +*.temp +*.bak +*.orig + +# Lock files +*.lock + +# Others +public/**/*.cache diff --git a/frontend/index.html b/frontend/index.html new file mode 100644 index 0000000..ef0bcc6 --- /dev/null +++ b/frontend/index.html @@ -0,0 +1,12 @@ + + + + + Temporal AI Agent + + + + +
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"node": ">=8" + } + }, + "node_modules/yallist": { + "version": "3.1.1", + "resolved": "https://registry.npmjs.org/yallist/-/yallist-3.1.1.tgz", + "integrity": "sha512-a4UGQaWPH59mOXUYnAG2ewncQS4i4F43Tv3JoAM+s2VDAmS9NsK8GpDMLrCHPksFT7h3K6TOoUNn2pb7RoXx4g==", + "license": "ISC" + }, + "node_modules/yaml": { + "version": "2.7.0", + "resolved": "https://registry.npmjs.org/yaml/-/yaml-2.7.0.tgz", + "integrity": "sha512-+hSoy/QHluxmC9kCIJyL/uyFmLmc+e5CFR5Wa+bpIhIj85LVb9ZH2nVnqrHoSvKogwODv0ClqZkmiSSaIH5LTA==", + "devOptional": true, + "license": "ISC", + "bin": { + "yaml": "bin.mjs" + }, + "engines": { + "node": ">= 14" + } + } + } +} diff --git a/frontend/package.json b/frontend/package.json new file mode 100644 index 0000000..6facf8f --- /dev/null +++ b/frontend/package.json @@ -0,0 +1,24 @@ +{ + "name": "temporal-ai-agent-frontend", + "version": "1.0.0", + "description": "React and Tailwind", + "license": "ISC", + "author": "", + "type": "commonjs", + "main": "index.js", + "scripts": { + "dev": "vite", + "build": "vite build" + }, + "dependencies": { + "@vitejs/plugin-react": "^4.3.4", + "react": "^19.0.0", + "react-dom": "^19.0.0", + "vite": "^6.0.7" + }, + "devDependencies": { + "autoprefixer": "^10.4.20", + "postcss": "^8.4.49", + "tailwindcss": "^3.4.17" + } +} diff --git a/frontend/postcss.config.js b/frontend/postcss.config.js new file mode 100644 index 0000000..12a703d --- /dev/null +++ b/frontend/postcss.config.js @@ -0,0 +1,6 @@ +module.exports = { + plugins: { + tailwindcss: {}, + autoprefixer: {}, + }, +}; diff --git a/frontend/src/components/ChatWindow.jsx b/frontend/src/components/ChatWindow.jsx new file mode 100644 index 0000000..2c824e8 --- /dev/null +++ b/frontend/src/components/ChatWindow.jsx @@ -0,0 +1,66 @@ +import React from "react"; +import LLMResponse from "./LLMResponse"; +import MessageBubble from "./MessageBubble"; +import LoadingIndicator from "./LoadingIndicator"; + +function safeParse(str) { + try { + return JSON.parse(str); + } catch (err) { + console.error("safeParse error:", err, "Original string:", str); + return {}; + } +} + +export default function ChatWindow({ conversation, loading, onConfirm }) { + if (!Array.isArray(conversation)) { + console.error("ChatWindow expected conversation to be an array, got:", conversation); + return null; + } + + const filtered = conversation.filter((msg) => { + const { actor, response } = msg; + + if (actor === "user") { + return true; + } + if (actor === "response") { + const parsed = typeof response === "string" ? safeParse(response) : response; + // Keep if next is "question", "confirm", or "confirmed". + // Only skip if next is "done" (or something else). + return !["done"].includes(parsed.next); + } + return false; + }); + + return ( +
+ {filtered.map((msg, idx) => { + const { actor, response } = msg; + + if (actor === "user") { + return ( + + ); + } else if (actor === "response") { + const data = + typeof response === "string" ? safeParse(response) : response; + return ; + } + return null; + })} + + {/* If loading = true, show the spinner at the bottom */} + {loading && ( +
+ +
+ )} + {conversation.length > 0 && conversation[conversation.length - 1].actor === "user" && ( +
+ +
+ )} +
+ ); +} diff --git a/frontend/src/components/ConfirmInline.jsx b/frontend/src/components/ConfirmInline.jsx new file mode 100644 index 0000000..71ddd7c --- /dev/null +++ b/frontend/src/components/ConfirmInline.jsx @@ -0,0 +1,59 @@ +import React from "react"; +import LoadingIndicator from "./LoadingIndicator"; + +export default function ConfirmInline({ data, confirmed, onConfirm }) { + const { args, tool } = data || {}; + + console.log("ConfirmInline rendered with confirmed:", confirmed); + + if (confirmed) { + // Once confirmed, show "Running..." state in the same container + return ( +
+
+
+ Tool: {tool ?? "Unknown"} +
+ {args && ( +
+ Args: + 
+                {JSON.stringify(args, null, 2)}
+
+
+ )} +
+
+ Running {tool}... +
+
+ ); + } + + // Not confirmed yet → show confirmation UI + return ( +
+
+
+ Tool: {tool ?? "Unknown"} +
+ {args && ( +
+ Args: + 
+              {JSON.stringify(args, null, 2)}
+
+
+ )} +
+
+ +
+
+ ); +} diff --git a/frontend/src/components/LLMResponse.jsx b/frontend/src/components/LLMResponse.jsx new file mode 100644 index 0000000..8dcb3ec --- /dev/null +++ b/frontend/src/components/LLMResponse.jsx @@ -0,0 +1,34 @@ +import React, { useState } from "react"; +import MessageBubble from "./MessageBubble"; +import ConfirmInline from "./ConfirmInline"; + +export default function LLMResponse({ data, onConfirm }) { + const [isConfirmed, setIsConfirmed] = useState(false); + + const handleConfirm = async () => { + if (onConfirm) { + await onConfirm(); + } + setIsConfirmed(true); // Update state after confirmation + }; + + const requiresConfirm = data.next === "confirm"; + + let displayText = (data.response || "").trim(); + if (!displayText && requiresConfirm) { + displayText = `Agent is ready to run "${data.tool}". Please confirm.`; + } + + return ( +
+ + {requiresConfirm && ( + + )} +
+ ); +} diff --git a/frontend/src/components/LoadingIndicator.jsx b/frontend/src/components/LoadingIndicator.jsx new file mode 100644 index 0000000..77412ab --- /dev/null +++ b/frontend/src/components/LoadingIndicator.jsx @@ -0,0 +1,11 @@ +import React from "react"; + +export default function LoadingIndicator() { + return ( +
+
+
+
+
+ ); +} diff --git a/frontend/src/components/MessageBubble.jsx b/frontend/src/components/MessageBubble.jsx new file mode 100644 index 0000000..0ee06c3 --- /dev/null +++ b/frontend/src/components/MessageBubble.jsx @@ -0,0 +1,27 @@ +import React from "react"; + +export default function MessageBubble({ message, fallback = "", isUser = false }) { + // Use isUser directly instead of message.user + const bubbleStyle = isUser + ? "bg-blue-600 text-white self-end" + : "bg-gray-300 text-gray-900 dark:bg-gray-600 dark:text-gray-100"; + + // If message.response is empty or whitespace, use fallback text + const displayText = message.response?.trim() ? message.response : fallback; + + // Skip display entirely if text starts with ### + if (displayText.startsWith("###")) { + return null; + } + + return ( +
+ {displayText} +
+ ); +} diff --git a/frontend/src/components/NavBar.jsx b/frontend/src/components/NavBar.jsx new file mode 100644 index 0000000..49dfae9 --- /dev/null +++ b/frontend/src/components/NavBar.jsx @@ -0,0 +1,9 @@ +import React from "react"; + +export default function NavBar({ title }) { + return ( +
+

{title}

+
+ ); +} diff --git a/frontend/src/hooks/useLocalChatHistory.js b/frontend/src/hooks/useLocalChatHistory.js new file mode 100644 index 0000000..70df9f1 --- /dev/null +++ b/frontend/src/hooks/useLocalChatHistory.js @@ -0,0 +1,19 @@ +import { useState, useEffect } from "react"; + +export default function useLocalChatHistory(key, initialValue) { + const [state, setState] = useState(() => { + try { + const stored = window.localStorage.getItem(key); + return stored ? JSON.parse(stored) : initialValue; + } catch (err) { + console.error("Error parsing localStorage:", err); + return initialValue; + } + }); + + useEffect(() => { + window.localStorage.setItem(key, JSON.stringify(state)); + }, [key, state]); + + return [state, setState]; +} diff --git a/frontend/src/index.css b/frontend/src/index.css new file mode 100644 index 0000000..bd6213e --- /dev/null +++ b/frontend/src/index.css @@ -0,0 +1,3 @@ +@tailwind base; +@tailwind components; +@tailwind utilities; \ No newline at end of file diff --git a/frontend/src/main.jsx b/frontend/src/main.jsx new file mode 100644 index 0000000..42c731d --- /dev/null +++ b/frontend/src/main.jsx @@ -0,0 +1,9 @@ +import React from "react"; +import { createRoot } from "react-dom/client"; +import App from "./pages/App"; +import "./index.css"; // Tailwind imports + +const container = document.getElementById("root"); +const root = createRoot(container); + +root.render(); diff --git a/frontend/src/pages/App.jsx b/frontend/src/pages/App.jsx new file mode 100644 index 0000000..45459b8 --- /dev/null +++ b/frontend/src/pages/App.jsx @@ -0,0 +1,114 @@ +import React, { useEffect, useState } from "react"; +import NavBar from "../components/NavBar"; +import ChatWindow from "../components/ChatWindow"; + +const POLL_INTERVAL = 500; // 0.5 seconds + +export default function App() { + const [conversation, setConversation] = useState([]); + const [userInput, setUserInput] = useState(""); + const [loading, setLoading] = useState(false); + + useEffect(() => { + // Poll /get-conversation-history once per second + const intervalId = setInterval(async () => { + try { + const res = await fetch("http://127.0.0.1:8000/get-conversation-history"); + if (res.ok) { + const data = await res.json(); + // data is now an object like { messages: [ ... ] } + + if (data.messages && data.messages.some(msg => msg.actor === "response" || msg.actor === "tool_result")) { + setLoading(false); + } + setConversation(data.messages || []); + } + } catch (err) { + console.error("Error fetching conversation history:", err); + } + }, POLL_INTERVAL); + + return () => clearInterval(intervalId); + }, []); + + const handleSendMessage = async () => { + if (!userInput.trim()) return; + try { + setLoading(true); // <--- Mark as loading + await fetch( + `http://127.0.0.1:8000/send-prompt?prompt=${encodeURIComponent(userInput)}`, + { method: "POST" } + ); + setUserInput(""); + } catch (err) { + console.error("Error sending prompt:", err); + setLoading(false); + } + }; + + const handleConfirm = async () => { + try { + setLoading(true); + await fetch("http://127.0.0.1:8000/confirm", { method: "POST" }); + } catch (err) { + console.error("Confirm error:", err); + setLoading(false); + } + }; + + const handleStartNewChat = async () => { + try { + await fetch("http://127.0.0.1:8000/end-chat", { method: "POST" }); + // sleep for a bit to allow the server to process the end-chat request + await new Promise((resolve) => setTimeout(resolve, 4000)); // todo make less dodgy + await fetch( + `http://127.0.0.1:8000/send-prompt?prompt=${encodeURIComponent("I'd like to travel to an event.")}`, + { method: "POST" } + ); + setConversation([]); // clear local state + } catch (err) { + console.error("Error ending chat:", err); + } + }; + + return ( +
+ +
+
+ {/* Pass down the array of messages to ChatWindow */} + + +
+ setUserInput(e.target.value)} + /> + +
+
+ +
+
+
+
+ ); +} diff --git a/frontend/tailwind.config.js b/frontend/tailwind.config.js new file mode 100644 index 0000000..0764d15 --- /dev/null +++ b/frontend/tailwind.config.js @@ -0,0 +1,12 @@ +/** @type {import('tailwindcss').Config} */ +module.exports = { + content: [ + "./public/index.html", + "./src/**/*.{js,jsx,ts,tsx}", + ], + darkMode: "class", // enable dark mode by toggling a .dark class + theme: { + extend: {}, + }, + plugins: [], +}; \ No newline at end of file diff --git a/frontend/vite.config.js b/frontend/vite.config.js new file mode 100644 index 0000000..1031728 --- /dev/null +++ b/frontend/vite.config.js @@ -0,0 +1,9 @@ +import { defineConfig } from 'vite'; +import react from '@vitejs/plugin-react'; + +export default defineConfig({ + plugins: [react()], + server: { + open: true, + }, +}); \ No newline at end of file diff --git a/scripts/send_message.py b/scripts/send_message.py index 27d5b01..0bbbde8 100644 --- a/scripts/send_message.py +++ b/scripts/send_message.py @@ -3,7 +3,7 @@ import sys from temporalio.client import Client from models.data_types import CombinedInput, ToolsData, ToolWorkflowParams -from tools.tool_registry import all_tools # <–– Import your pre-defined tools +from tools.tool_registry import all_tools from workflows.tool_workflow import ToolWorkflow diff --git a/workflows/tool_workflow.py b/workflows/tool_workflow.py index 611944d..43e0e86 100644 --- a/workflows/tool_workflow.py +++ b/workflows/tool_workflow.py @@ -1,6 +1,6 @@ from collections import deque from datetime import timedelta -from typing import Deque, List, Optional, Tuple +from typing import Dict, Any, Union, List, Optional, Tuple, Deque from temporalio.common import RetryPolicy from temporalio import workflow @@ -16,7 +16,9 @@ with workflow.unsafe.imports_passed_through(): @workflow.defn class ToolWorkflow: def __init__(self) -> None: - self.conversation_history: List[Tuple[str, str]] = [] + self.conversation_history: Dict[ + str, List[Dict[str, Union[str, Dict[str, Any]]]] + ] = {"messages": []} self.prompt_queue: Deque[str] = deque() self.conversation_summary: Optional[str] = None self.chat_ended: bool = False @@ -31,9 +33,7 @@ class ToolWorkflow: tool_data = None if params and params.conversation_summary: - self.conversation_history.append( - ("conversation_summary", params.conversation_summary) - ) + self.add_message("conversation_summary", params.conversation_summary) self.conversation_summary = params.conversation_summary if params and params.prompt_queue: @@ -51,7 +51,7 @@ class ToolWorkflow: # 1) If chat_ended was signaled, handle end and return if self.chat_ended: # possibly do a summary if multiple turns - if len(self.conversation_history) > 1: + if len(self.conversation_history["messages"]) > 1: summary_context, summary_prompt = self.prompt_summary_with_history() summary_input = ToolPromptInput( prompt=summary_prompt, context_instructions=summary_context @@ -73,6 +73,11 @@ class ToolWorkflow: self.confirm = False waiting_for_confirm = False + confirmed_tool_data = self.tool_data.copy() + + confirmed_tool_data["next"] = "confirmed" + self.add_message("userToolConfirm", confirmed_tool_data) + # Run the tool workflow.logger.info(f"Confirmed. Proceeding with tool: {current_tool}") dynamic_result = await workflow.execute_activity( @@ -80,15 +85,14 @@ class ToolWorkflow: self.tool_data["args"], schedule_to_close_timeout=timedelta(seconds=20), ) - self.conversation_history.append( - (f"{current_tool}_result", str(dynamic_result)) - ) + dynamic_result["tool"] = current_tool + self.add_message(f"tool_result", dynamic_result) # Enqueue a follow-up prompt for the LLM self.prompt_queue.append( - f"The '{current_tool}' tool completed successfully with {dynamic_result}. " + f"### The '{current_tool}' tool completed successfully with {dynamic_result}. " "INSTRUCTIONS: Use this tool result, and the conversation history to figure out next steps. " - "If all listed tools have run, then produce a done response." + "IMPORTANT: If all listed tools have run, you are up to the final step. Mark 'next':'done' and respond with your final confirmation." ) # Loop around again continue @@ -96,7 +100,11 @@ class ToolWorkflow: # 3) If there's a user prompt waiting, process it (unless we're in some other skipping logic). if self.prompt_queue: prompt = self.prompt_queue.popleft() - self.conversation_history.append(("user", prompt)) + if prompt.startswith("###"): + # this is a custom prompt where the tool result is sent to the LLM + self.add_message("tool_result_to_llm", prompt) + else: + self.add_message("user", prompt) # Pass entire conversation + Tools to LLM context_instructions = generate_genai_prompt( @@ -115,7 +123,7 @@ class ToolWorkflow: ), ) self.tool_data = tool_data - self.conversation_history.append(("response", str(tool_data))) + self.add_message("response", tool_data) # Check the next step from LLM next_step = self.tool_data.get("next") @@ -134,7 +142,10 @@ class ToolWorkflow: # Possibly continue-as-new after many turns # todo ensure this doesn't lose critical context - if len(self.conversation_history) >= self.max_turns_before_continue: + if ( + len(self.conversation_history["messages"]) + >= self.max_turns_before_continue + ): summary_context, summary_prompt = self.prompt_summary_with_history() summary_input = ToolPromptInput( prompt=summary_prompt, context_instructions=summary_context @@ -175,7 +186,10 @@ class ToolWorkflow: self.confirm = True @workflow.query - def get_conversation_history(self) -> List[Tuple[str, str]]: + def get_conversation_history( + self, + ) -> Dict[str, List[Dict[str, Union[str, Dict[str, Any]]]]]: + # Return the whole conversation as a dict return self.conversation_history @workflow.query @@ -187,8 +201,11 @@ class ToolWorkflow: return self.tool_data # Helper: generate text of the entire conversation so far + def format_history(self) -> str: - return " ".join(f"{text}" for _, text in self.conversation_history) + return " ".join( + str(msg["response"]) for msg in self.conversation_history["messages"] + ) # Return (context_instructions, prompt) def prompt_with_history(self, prompt: str) -> tuple[str, str]: @@ -210,3 +227,9 @@ class ToolWorkflow: 'Put the summary in the format { "summary": "" }' ) return (context_instructions, actual_prompt) + + def add_message(self, actor: str, response: Union[str, Dict[str, Any]]) -> None: + # Append a message object to the "messages" list + self.conversation_history["messages"].append( + {"actor": actor, "response": response} + )