pkc3766 / chatbot-songrecommender

Recommends songs based on the mood of the user while having chat with the chatbot.

ChatBot-SongRecommender

Tech stack

• Backend: Flask, cakechat(backend server for chatbot)
• Frontend: React.js

Demo Video

Features

• Chatbot: user can chat with chatbot.
• Song Recommendation: Based on the "mood" of the user while chatting with chatbot songs are recommended dynamically.
• Similar Songs: Based on the last song listened by the user from the list of the recommended songs, similar songs are made available to the user.

Implementation Details

• Mood of the user is analysed with help of 'IBM tone analyser'
• Chatbot: cakechat backend server is used as chatbot.
• Song Recommendation is done with help of 'last.fm' API
• User writes a message. Based on the user's message, IBM tone analyser analyses the mood of the user. This mood along with message is used for cakechat server to get chat response. Mood is also used to get songs recommendation from last.fm API.

References

https://www.crio.do/projects/python-chatbot-api/?utm_source=email&utm_medium=newsletter

chatbot-songrecommender's Issues

'ImportError: DLL load failed: The specified module could not be found' occur while using command 'python tools/fetch.py'

(chatvirt) PS C:\Users\nisha\OneDrive\Desktop\cakechat-2.0.1> python tools/fetch.py
Using TensorFlow backend.
2022-05-08 02:41:43.724583: I tensorflow/core/platform/cpu_feature_guard.cc:141] Your CPU supports instructions that this TensorFlow binary was not compiled to use: AVX2
Traceback (most recent call last):
File "tools/fetch.py", line 15, in
from cakechat.dialog_model.factory import get_trained_model
File "C:\Users\nisha\OneDrive\Desktop\cakechat-2.0.1\cakechat\dialog_model\factory.py", line 8, in
from cakechat.dialog_model.inference_model import InferenceCakeChatModel
File "C:\Users\nisha\OneDrive\Desktop\cakechat-2.0.1\cakechat\dialog_model\inference_model.py", line 1, in
from cakechat.dialog_model.keras_model import KerasTFModelIsolator
File "C:\Users\nisha\OneDrive\Desktop\cakechat-2.0.1\cakechat\dialog_model\keras_model.py", line 11, in
from cakechat.dialog_model.abstract_model import AbstractModel
File "C:\Users\nisha\OneDrive\Desktop\cakechat-2.0.1\cakechat\dialog_model\abstract_model.py", line 6, in
from cakechat.dialog_model.quality.metrics.utils import MetricsSerializer
File "C:\Users\nisha\OneDrive\Desktop\cakechat-2.0.1\cakechat\dialog_model\quality_init_.py", line 2, in
from cakechat.dialog_model.quality.metrics.lexical_simlarity import calculate_lexical_similarity, get_tfidf_vectorizer
File "C:\Users\nisha\OneDrive\Desktop\cakechat-2.0.1\cakechat\dialog_model\quality\metrics\lexical_simlarity.py", line 3, in
from sklearn.feature_extraction.text import TfidfVectorizer
File "C:\Users\nisha\OneDrive\Desktop\cakechat-2.0.1\chatvirt\lib\site-packages\sklearn_init_.py", line 64, in
from .base import clone
File "C:\Users\nisha\OneDrive\Desktop\cakechat-2.0.1\chatvirt\lib\site-packages\sklearn\base.py", line 13, in
from .utils.fixes import signature
File "C:\Users\nisha\OneDrive\Desktop\cakechat-2.0.1\chatvirt\lib\site-packages\sklearn\utils_init_.py", line 16, in
from .fixes import Sequence as Sequence
File "C:\Users\nisha\OneDrive\Desktop\cakechat-2.0.1\chatvirt\lib\site-packages\sklearn\utils\fixes.py", line 92, in
from scipy.sparse.linalg import lsqr as sparse_lsqr # noqa
File "C:\Users\nisha\OneDrive\Desktop\cakechat-2.0.1\chatvirt\lib\site-packages\scipy\sparse\linalg_init.py", line 114, in
from .isolve import *
File "C:\Users\nisha\OneDrive\Desktop\cakechat-2.0.1\chatvirt\lib\site-packages\scipy\sparse\linalg\isolve_init_.py", line 6, in
from .iterative import *
File "C:\Users\nisha\OneDrive\Desktop\cakechat-2.0.1\chatvirt\lib\site-packages\scipy\sparse\linalg\isolve\iterative.py", line 10, in
from . import _iterative
ImportError: DLL load failed: The specified module could not be found.

how to use it?

give me guide to how to use it on my pc?