streaming response

pages/chat/@id/+Page.tsx

@@ -19,10 +19,20 @@ import {
 import { usePageContext } from "vike-react/usePageContext";
 import { useData } from "vike-react/useData";
 import type { Data } from "./+data";
-import type { CommittedMessage, DraftMessage } from "../../../types";
+import type {
+  CommittedMessage,
+  DraftMessage,
+  OtherParameters,
+} from "../../../types";
 import Markdown from "react-markdown";
-import { IconTrash, IconEdit, IconCheck, IconX } from "@tabler/icons-react";
+import {
-import { useTRPC } from "../../../trpc/client";
+  IconTrash,
+  IconEdit,
+  IconCheck,
+  IconX,
+  IconLoaderQuarter,
+} from "@tabler/icons-react";
+import { useTRPC, useTRPCClient } from "../../../trpc/client";
 import { useMutation, useQuery, useQueryClient } from "@tanstack/react-query";
 import { nanoid } from "nanoid";
 import type { Conversation } from "../../../database/common";
@@ -49,6 +59,7 @@ export default function ChatPage() {
   const setParameters = useStore((state) => state.setParameters);
   const setLoading = useStore((state) => state.setLoading);
   const trpc = useTRPC();
+  const trpcClient = useTRPCClient();
   const queryClient = useQueryClient();
 
   const messagesResult = useQuery(
@@ -334,84 +345,95 @@ export default function ChatPage() {
     })
   );
 
-  const sendMessage = useMutation(
+  // Get state from Zustand store
-    trpc.chat.sendMessage.mutationOptions({
+  const sendMessageStatus = useStore((state) => state.sendMessageStatus);
-      onMutate: async ({
+  const isSendingMessage = useStore((state) => state.isSendingMessage);
+  const setSendMessageStatus = useStore((state) => state.setSendMessageStatus);
+  const setIsSendingMessage = useStore((state) => state.setIsSendingMessage);
+
+  // Function to send message using subscription
+  const sendSubscriptionMessage = async ({
     conversationId,
     messages,
     systemPrompt,
     parameters,
+  }: {
+    conversationId: string;
+    messages: Array<DraftMessage | CommittedMessage>;
+    systemPrompt: string;
+    parameters: OtherParameters;
   }) => {
-        /** Cancel affected queries that may be in-flight: */
+    setIsSendingMessage(true);
-        await queryClient.cancelQueries({
+    setSendMessageStatus(null);
-          queryKey: trpc.chat.messages.fetchByConversationId.queryKey({
+
-            conversationId,
+    try {
-          }),
+      // Create an abort controller for the subscription
-        });
+      const abortController = new AbortController();
-        /** Optimistically update the affected queries in react-query's cache: */
+
-        const previousMessages: Array<CommittedMessage> | undefined =
+      // Start the subscription
-          await queryClient.getQueryData(
+      const subscription = trpcClient.chat.sendMessage.subscribe(
-            trpc.chat.messages.fetchByConversationId.queryKey({
-              conversationId,
-            })
-          );
-        if (!previousMessages) {
-          return {
-            previousMessages: [],
-            newMessages: [],
-          };
-        }
-        const newMessages: Array<CommittedMessage> = [
-          ...previousMessages,
         {
-            /** placeholder id; will be overwritten when we get the true id from the backend */
-            id: nanoid(),
           conversationId,
-            // content: messages[messages.length - 1].content,
+          messages,
-            // role: "user" as const,
+          systemPrompt,
-            ...messages[messages.length - 1],
+          parameters,
-            index: previousMessages.length,
-            createdAt: new Date().toISOString(),
-          } as CommittedMessage,
-        ];
-        queryClient.setQueryData(
-          trpc.chat.messages.fetchByConversationId.queryKey({
-            conversationId,
-          }),
-          newMessages
-        );
-        return { previousMessages, newMessages };
         },
-      onSettled: async (data, variables, context) => {
+        {
-        await queryClient.invalidateQueries({
+          signal: abortController.signal,
+          onData: (data) => {
+            setSendMessageStatus(data);
+
+            // If we've completed, update the UI and invalidate queries
+            if (data.status === "completed") {
+              setIsSendingMessage(false);
+              // Invalidate queries to refresh the data
+              queryClient.invalidateQueries({
                 queryKey: trpc.chat.messages.fetchByConversationId.queryKey({
                   conversationId,
                 }),
               });
-        await queryClient.invalidateQueries({
+              queryClient.invalidateQueries({
                 queryKey: trpc.chat.facts.fetchByConversationId.queryKey({
                   conversationId,
                 }),
               });
-        await queryClient.invalidateQueries({
+              queryClient.invalidateQueries({
-          queryKey: trpc.chat.factTriggers.fetchByConversationId.queryKey({
+                queryKey: trpc.chat.factTriggers.fetchByConversationId.queryKey(
+                  {
                     conversationId,
-          }),
+                  }
+                ),
+              });
+            } else {
+              setSendMessageStatus(data);
+            }
+          },
+          onError: (error) => {
+            console.error("Subscription error:", error);
+            setIsSendingMessage(false);
+            setSendMessageStatus({
+              status: "error",
+              message: "An error occurred while sending the message",
             });
           },
-      onError: async (error, variables, context) => {
+        }
-        console.error(error);
-        if (!context) return;
-        queryClient.setQueryData(
-          trpc.chat.messages.fetchByConversationId.queryKey({
-            conversationId,
-          }),
-          context.previousMessages
-        );
-      },
-    })
       );
 
+      // Return a function to unsubscribe if needed
+      return () => {
+        abortController.abort();
+        subscription.unsubscribe();
+      };
+    } catch (error) {
+      console.error("Failed to start subscription:", error);
+      setIsSendingMessage(false);
+      setSendMessageStatus({
+        status: "error",
+        message: "Failed to start message sending process",
+      });
+    }
+  };
+
   // State for editing facts
   const [editingFactId, setEditingFactId] = useState<string | null>(null);
   const [editingFactContent, setEditingFactContent] = useState("");
@@ -483,6 +505,8 @@ export default function ChatPage() {
             });
           }}
         />
+        {isSendingMessage && <IconLoaderQuarter size={16} stroke={1.5} />}
+        {sendMessageStatus && <span>{sendMessageStatus.message}</span>}
       </div>
       <Tabs defaultValue="message">
         <Tabs.List>
@@ -504,7 +528,7 @@ export default function ChatPage() {
               if (e.key === "Enter") {
                 e.preventDefault();
                 setLoading(true);
-                await sendMessage.mutateAsync({
+                await sendSubscriptionMessage({
                   conversationId,
                   messages: [
                     ...(messages || []),

pages/chat/trpc.ts

@@ -74,10 +74,9 @@ export const chat = router({
           parameters: OtherParameters;
         }
     )
-    .mutation(
+    .subscription(async function* ({
-      async ({
       input: { conversationId, messages, systemPrompt, parameters },
-      }) => {
+    }) {
       /** TODO: Save all unsaved messages (i.e. those without an `id`) to the
        * database. Is this dangerous? Can an attacker just send a bunch of
        * messages, omitting the ids, causing me to save a bunch of them to the
@@ -95,6 +94,13 @@ export const chat = router({
       const messagesSincePreviousRunningSummary = messages.slice(
         previousRunningSummaryIndex + 1
       );
+
+      // Emit status update
+      yield {
+        status: "saving_user_message",
+        message: "Saving user message...",
+      } as const;
+
       /** Save the incoming message to the database. */
       const insertedUserMessage = await db.messages.create({
         conversationId,
@@ -105,6 +111,12 @@ export const chat = router({
         createdAt: new Date().toISOString(),
       });
 
+      // Emit status update
+      yield {
+        status: "generating_response",
+        message: "Generating AI response...",
+      } as const;
+
       /** Generate a new message from the model, but hold-off on adding it to
        * the database until we produce the associated running-summary, below.
        * The model should be given the conversation summary thus far, and of
@@ -138,6 +150,13 @@ export const chat = router({
         tools: undefined,
         ...parameters,
       });
+
+      // Emit status update
+      yield {
+        status: "extracting_facts_from_user",
+        message: "Extracting facts from user message...",
+      } as const;
+
       /** Extract Facts from the user's message, and add them to the database,
        * linking the Facts with the messages they came from. (Yes, this should
        * be done *after* the model response, not before; because when we run a
@@ -160,6 +179,12 @@ export const chat = router({
         }))
       );
 
+      // Emit status update
+      yield {
+        status: "generating_summary",
+        message: "Generating conversation summary...",
+      } as const;
+
       /** Produce a running summary of the conversation, and save that along
        * with the model's response to the database. The new running summary is
        * based on the previous running summary combined with the all messages
@@ -179,6 +204,13 @@ export const chat = router({
         index: messages.length,
         createdAt: new Date().toISOString(),
       });
+
+      // Emit status update
+      yield {
+        status: "extracting_facts_from_assistant",
+        message: "Extracting facts from assistant response...",
+      } as const;
+
       /** Extract Facts from the model's response, and add them to the database,
        * linking the Facts with the messages they came from. */
       const factsFromAssistantMessageResponse =
@@ -208,6 +240,12 @@ export const chat = router({
         ...insertedFactsFromAssistantMessage,
       ];
 
+      // Emit status update
+      yield {
+        status: "generating_fact_triggers",
+        message: "Generating fact triggers...",
+      } as const;
+
       /** For each Fact produced in the two fact-extraction steps, generate
        * FactTriggers and add them to the database, linking the FactTriggers
        * with the Facts they came from. A FactTrigger is a natural language
@@ -229,18 +267,20 @@ export const chat = router({
             scopeConversationId: conversationId,
             createdAt: new Date().toISOString(),
           }));
-          db.factTriggers.createMany(insertedFactTriggers);
+        await db.factTriggers.createMany(insertedFactTriggers);
       }
 
-        // await db.write();
+      // Emit final result
-
+      yield {
-        return {
+        status: "completed",
+        message: "Completed!",
+        result: {
           insertedAssistantMessage,
           insertedUserMessage,
           insertedFacts,
-        };
+        },
-      }
+      } as const;
-    ),
+    }),
 });
 
 export const createCaller = createCallerFactory(chat);

state.ts

@@ -19,6 +19,8 @@ export const useStore = create<Store>()(
     facts: [],
     factTriggers: [],
     loading: false,
+    sendMessageStatus: null,
+    isSendingMessage: false,
     setConversationId: (conversationId) =>
       set((stateDraft) => {
         stateDraft.selectedConversationId = conversationId;
@@ -92,5 +94,13 @@ export const useStore = create<Store>()(
       set((stateDraft) => {
         stateDraft.loading = loading;
       }),
+    setSendMessageStatus: (status) =>
+      set((stateDraft) => {
+        stateDraft.sendMessageStatus = status;
+      }),
+    setIsSendingMessage: (isSending) =>
+      set((stateDraft) => {
+        stateDraft.isSendingMessage = isSending;
+      }),
   })),
 );

types.ts

@@ -9,6 +9,12 @@ export type OtherParameters = Omit<
 
 export type ConversationUI = Conversation & {};
 
+export type SendMessageStatus = {
+  status: string;
+  message: string;
+  result?: any;
+};
+
 export type Store = {
   /** This is a string because Milvus sends it as a string, and the value
    * overflows the JS integer anyway. */
@@ -21,6 +27,8 @@ export type Store = {
   facts: Array<Fact>;
   factTriggers: Array<FactTrigger>;
   loading: boolean;
+  sendMessageStatus: SendMessageStatus | null;
+  isSendingMessage: boolean;
   setConversationId: (conversationId: string) => void;
   setConversationTitle: (conversationTitle: string) => void;
   setConversations: (conversations: Array<ConversationUI>) => void;
@@ -35,6 +43,8 @@ export type Store = {
   removeFact: (factId: string) => void;
   removeFactTrigger: (factTriggerId: string) => void;
   setLoading: (loading: boolean) => void;
+  setSendMessageStatus: (status: SendMessageStatus | null) => void;
+  setIsSendingMessage: (isSending: boolean) => void;
 };
 
 /** The message while it's being typed in the input box. */