l2nguyen

from typing import Any, Dict, Text

import structlog
from langchain.schema.embeddings import Embeddings
from langchain.vectorstores import FAISS
from rasa.core.information_retrieval import (
    InformationRetrieval,
    InformationRetrievalException,
    SearchResultList,
)

l2nguyen

import json
import argparse
import os

import requests
from typing import List
from pathlib import Path

from langchain.schema import Document
from langchain.schema.embeddings import Embeddings

l2nguyen

from __future__ import annotations

from typing import Any, Dict

import structlog
from addons.custom_information_retrieval.custom_faiss_vector_store import CustomFaissVectorStoreWithMetadata

from rasa.document_retrieval.constants import (
    POST_PROCESSING_CONFIG_KEY,
    QUERY_REWRITING_CONFIG_KEY,

l2nguyen

from pathlib import Path
from typing import TYPE_CHECKING, Any, Dict, List, Optional, Text

import structlog
from langchain.text_splitter import RecursiveCharacterTextSplitter
from langchain_community.document_loaders.directory import DirectoryLoader
from langchain_community.document_loaders.text import TextLoader
from langchain_community.vectorstores.faiss import FAISS

from rasa.core.information_retrieval import (

l2nguyen

import argparse
import copy
import io
import os
import sys
from ruamel.yaml import YAML
from typing import Any, Dict, List, Union, Text

# ANSI color codes for pretty output.
YELLOW = "\033[33m"

l2nguyen

{
            "event": "action",
            "timestamp": 1738252319.367319,
            "metadata": {
                "model_id": "cf102bc246c7480caa8f5db33fb51aa7",
                "assistant_id": "20240418-073244-narrow-archive"
            },
            "name": "action_session_start",
            "policy": null,
            "confidence": 1.0,

l2nguyen

from typing import AsyncIterator, Dict
import os
import json
import base64
from rasa.core.channels.voice_stream.audio_bytes import RasaAudioBytes
from rasa.core.channels.voice_stream.tts.tts_engine import TTSEngine

OPENAI_API_KEY = "OPENAI_API_KEY"
SYSTEM_MESSAGE = (
    """You are a helpful, creative, clever, and very friendly, for each user message as text,

l2nguyen

library(dplyr)
library(jsonlite)
library(httr)

ids <- c("439e7ee6814b4f1590e46095c7ac573d","167c47df27eb4719bf02f4cf0dea70c3")
comments <- c("API test reject 1!", "API test reject 2!")
user <- "username"
password <- "password"

# function archive one assignment

l2nguyen

folder <- '/Computer/my_data_folder'

# read and rename folder for appending
read_rename <- function(x){
  require(dplyr) # for data manipulation
  require(stringr) # for string functions
  require(readr) # for reading in tab files

  df <- read_tsv(x) %>%
    # removes digit at the end

l2nguyen

label_data <- function(dofile, format='tab'){

  load_pkg <- function(x) {
    if (!require(x, character.only = TRUE)) {
      install.packages(x, repos = 'https://cloud.r-project.org/', dep = TRUE)
    }
    require(x, character.only = TRUE)
  }

  load_pkg('haven')