streaming experiments

application/app.py

@@ -9,7 +9,7 @@ import dotenv
 import requests
 from celery import Celery
 from celery.result import AsyncResult
-from flask import Flask, request, render_template, send_from_directory, jsonify
+from flask import Flask, request, render_template, send_from_directory, jsonify, Response
 from langchain import FAISS
 from langchain import VectorDBQA, HuggingFaceHub, Cohere, OpenAI
 from langchain.chains import LLMChain, ConversationalRetrievalChain
@@ -120,6 +120,21 @@ def home():
                            embeddings_choice=settings.EMBEDDINGS_NAME)
 
 
+def complete_stream(input):
+    import time
+    for i in range(10):
+        data = json.dumps({"answer": i})
+        #data = {"answer": str(i)}
+        yield f"data: {data}\n\n"
+        time.sleep(0.05)
+    # send data.type = "end" to indicate that the stream has ended as json
+    data = json.dumps({"type": "end"})
+    yield f"data: {data}\n\n"
+@app.route("/stream", methods=['POST', 'GET'])
+def stream():
+    return Response(complete_stream("hi"), mimetype='text/event-stream')
+
+
 @app.route("/api/answer", methods=["POST"])
 def api_answer():
     data = request.get_json()

frontend/src/conversation/conversationApi.ts

@@ -7,6 +7,7 @@ export function fetchAnswerApi(
   question: string,
   apiKey: string,
   selectedDocs: Doc,
+  onEvent: (event: MessageEvent) => void,
 ): Promise<Answer> {
   let namePath = selectedDocs.name;
   if (selectedDocs.language === namePath) {
@@ -28,30 +29,23 @@ export function fetchAnswerApi(
       '/';
   }
 
-  return fetch(apiHost + '/api/answer', {
+  return new Promise<Answer>((resolve, reject) => {
-    method: 'POST',
+    const url = new URL(apiHost + '/stream');
-    headers: {
+    url.searchParams.append('question', question);
-      'Content-Type': 'application/json',
+    url.searchParams.append('api_key', apiKey);
-    },
+    url.searchParams.append('embeddings_key', apiKey);
-    body: JSON.stringify({
+    url.searchParams.append('history', localStorage.getItem('chatHistory'));
-      question: question,
+    url.searchParams.append('active_docs', docPath);
-      api_key: apiKey,
+
-      embeddings_key: apiKey,
+    const eventSource = new EventSource(url.href);
-      history: localStorage.getItem('chatHistory'),
+
-      active_docs: docPath,
+    eventSource.onmessage = onEvent;
-    }),
+
-  })
+    eventSource.onerror = (error) => {
-    .then((response) => {
+      console.log('Connection failed.');
-      if (response.ok) {
+      eventSource.close();
-        return response.json();
+    };
-      } else {
+  });
-        Promise.reject(response);
-      }
-    })
-    .then((data) => {
-      const result = data.answer;
-      return { answer: result, query: question, result };
-    });
 }
 
 export function sendFeedback(

frontend/src/conversation/conversationSlice.ts

@@ -1,7 +1,8 @@
 import { createAsyncThunk, createSlice, PayloadAction } from '@reduxjs/toolkit';
 import store from '../store';
 import { fetchAnswerApi } from './conversationApi';
-import { Answer, ConversationState, Query } from './conversationModels';
+import { ConversationState, Query } from './conversationModels';
+import { Dispatch } from 'react';
 
 const initialState: ConversationState = {
   queries: [],
@@ -9,18 +10,35 @@ const initialState: ConversationState = {
 };
 
 export const fetchAnswer = createAsyncThunk<
-  Answer,
+  void,
   { question: string },
-  { state: RootState }
+  { dispatch: Dispatch; state: RootState }
->('fetchAnswer', async ({ question }, { getState }) => {
+>('fetchAnswer', ({ question }, { dispatch, getState }) => {
   const state = getState();
 
-  const answer = await fetchAnswerApi(
+  fetchAnswerApi(
     question,
     state.preference.apiKey,
     state.preference.selectedDocs!,
+    (event) => {
+      const data = JSON.parse(event.data);
+      console.log(data);
+
+      // check if the 'end' event has been received
+      if (data.type === 'end') {
+        // set status to 'idle'
+        dispatch(conversationSlice.actions.setStatus('idle'));
+      } else {
+        const result = JSON.stringify(data.answer);
+        dispatch(
+          updateQuery({
+            index: state.conversation.queries.length - 1,
+            query: { response: result },
+          }),
+        );
+      }
+    },
   );
-  return answer;
 });
 
 export const conversationSlice = createSlice({
@@ -35,10 +53,18 @@ export const conversationSlice = createSlice({
       action: PayloadAction<{ index: number; query: Partial<Query> }>,
     ) {
       const index = action.payload.index;
-      state.queries[index] = {
+      if (action.payload.query.response) {
-        ...state.queries[index],
+        state.queries[index].response =
-        ...action.payload.query,
+          (state.queries[index].response || '') + action.payload.query.response;
-      };
+      } else {
+        state.queries[index] = {
+          ...state.queries[index],
+          ...action.payload.query,
+        };
+      }
+    },
+    setStatus(state, action: PayloadAction<string>) {
+      state.status = action.payload;
     },
   },
   extraReducers(builder) {