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Retrieval Augmented Generation with Hugging Face Models in LangChain 3 Days Ago by usmanmalik57 … import FAISS from langchain.chains.combine_documents import create_stuff_documents_chain from langchain.chains import create_retrieval_chain from langchain_core.prompts import ChatPromptTemplate from sentence_transformers import SentenceTransformer from transformers import BitsAndBytesConfig import… Using Natural Language to Query SQL Databases with Python LangChain Module 2 Weeks Ago by usmanmalik57 The advent of large language models (LLM) has replaced complex scripts with natural language for automating various tasks. You can now use LLM to interact with your databases using natural language, which makes life easier for people who do not have sufficient SQL knowledge. In this article, you will learn how to retrieve information from SQL … Paris Olympics Ticket Information Chatbot with Memory Using LangChain 4 Weeks Ago by usmanmalik57 ….chains import create_retrieval_chain from langchain_core.documents import Document from langchain.chains import create_history_aware_retriever from langchain_core.prompts import MessagesPlaceholder from langchain_core.messages import HumanMessage, AIMessage import os… Question Answering with YouTube Videos Using RAG in LangChain 1 Week Ago by usmanmalik57 ….document_loaders import YoutubeLoader from langchain_openai import ChatOpenAI from langchain_core.prompts import ChatPromptTemplate from langchain_core.output_parsers import StrOutputParser from langchain.text_splitter import RecursiveCharacterTextSplitter from langchain_openai import OpenAIEmbeddings… Bouncing Balls: Creating a new ball when two balls collide 2 Weeks Ago by jprog1000 …){ return this.getBounds().intersects(b.getBounds()); } } import javax.swing.JFrame; public class Frame{ public static …ActionListener; import java.awt.event.ActionEvent; import javax.swing.JPanel; import javax.swing.Timer; import java.awt.Graphics; import java.… Re: Bouncing Balls: Creating a new ball when two balls collide 2 Weeks Ago by toneewa ….event.ActionListener; import java.awt.event.ActionEvent; import javax.swing.JPanel; import javax.swing.Timer; import java.awt.Graphics; import java.awt.Color; import java.util… Re: Bouncing Balls: Creating a new ball when two balls collide 2 Weeks Ago by toneewa ….event.ActionListener; import java.awt.event.ActionEvent; import javax.swing.JPanel; import javax.swing.Timer; import java.awt.Graphics; import java.awt.Color; import java.util… Re: Improve HAVING BY performance 2 Weeks Ago by Biiim … is definitely something very wrong with your setup cause I import 10 million rows of 6 columns every week in less… Re: DaniWeb Auto Answer A.I. feature 2 Weeks Ago by toneewa … can estimate a maximum time of 37.63 days to import at 33.90it/sec. A larger sample would give us… Re: Bouncing Balls: Creating a new ball when two balls collide 2 Weeks Ago by jprog1000 Thank you so much for your reply and additions! It is certainly working as I wanted. I will read through the code you have added and ask you any questions I might have. I hope you don't mind. Regards Re: Bouncing Balls: Creating a new ball when two balls collide 2 Weeks Ago by Dani I’ll mark this question solved :) Re: Bouncing Balls: Creating a new ball when two balls collide 2 Weeks Ago by Dani … oh, sorry, missed the bit about you still needing clarifications. Feel feee to ask :) I’ll now unmark this topic as solved. /facepalm Re: Bouncing Balls: Creating a new ball when two balls collide 2 Weeks Ago by jprog1000 Hello, Thank you again so much! All your additions are clear, but it seems like whenever two balls collide, more than one ball is added to the arraylist and painted. Any way to have just one ball added to the panel for every collision? Have some kind of a toggle flag in paintcomponent? Regards Re: Bouncing Balls: Creating a new ball when two balls collide 2 Weeks Ago by toneewa Yes, this is true. Overlapping ball spawns can do that causing a chain reaction. Something like that could be done. How you handle the spawning of the new ball is what I played with a bit before. You will see better collision detection changing to: g.fillOval(ball.getX(), ball.getY(), 1 * ball.getRadius(), 1 * ball.getRadius()); Re: Bouncing Balls: Creating a new ball when two balls collide 1 Week Ago by jprog1000 Got it. Thank you so much! Re: Bouncing Balls: Creating a new ball when two balls collide 1 Week Ago by vortex_1 In my opinion, implementing a feature in a bouncing balls simulation where a new ball is created when two balls collide can add an interesting and dynamic element to the simulation. This feature can introduce a sense of complexity and unpredictability, making the simulation more engaging and challenging for users. It could also provide an … Re: Bouncing Balls: Creating a new ball when two balls collide 1 Week Ago by jprog1000 Great reply, vortex! Agree with all your points. Re: Bouncing Balls: Creating a new ball when two balls collide 1 Week Ago by Digital_39 Hi, Its helpful for me. I got my answer. Re: How can I upload a tar.bz2 file to openstack swift object storage container 3 Weeks Ago by Hanginium65 Good day, Salem. My apologies for taking so long to reply to your suggestion. I refactored my code to read the contents of the tar.bz2 file and then pass them as a file-like object to the 'put_object' and also to change the content type for the file transfer to "application/octet-stream". The first was sent through to object storage … Re: How can I upload a tar.bz2 file to openstack swift object storage container 3 Weeks Ago by Salem I don't understand why you need to extract all the files from the compressed `tar.bz2` just to upload to a backup. Also, line 69 is now meaningless having just posted only a snippet of the code. Before the error, what was the last `logger.info` message? PDF Image Table Extractor Web App with Google Gemini Pro and Streamlit 2 Months Ago by usmanmalik57 …code into multiple code snippets for improved readability. ### Import Required Libraries ### The following script imports required libraries…from geminiconnector import generate from vertexai.preview.generative_models import Part import streamlit as st import pandas as pd import os import base64 import glob import re import csv … Extract Tabular Data from PDF Images using Hugging Face Table Transformer 2 Months Ago by usmanmalik57 …. ``` from transformers import AutoImageProcessor, TableTransformerForObjectDetection import torch from PIL import Image, ImageDraw, ImageFont import matplotlib.pyplot as plt import csv import numpy as np import pandas as… Fine Tuning Google Gemma Model for Text Classification in Python 1 Month Ago by usmanmalik57 … application. ``` import os import transformers import torch from google.colab import userdata from datasets import load_dataset from trl import SFTTrainer from peft import LoraConfig from transformers import AutoTokenizer… Retrieval Augmented Generation (RAG) with Google Gemma From HuggingFace 1 Month Ago by usmanmalik57 ….question_answering import load_qa_chain from sentence_transformers import SentenceTransformer from langchain.vectorstores import FAISS from transformers import AutoTokenizer, AutoModelForCausalLM from transformers import BitsAndBytesConfig, GemmaTokenizer from transformers import AutoTokenizer… Paris Olympics Chatbot- Get Ticket Information Using Chat-GPT and LangChain 1 Month Ago by usmanmalik57 … langchain_openai import OpenAIEmbeddings from langchain_community.vectorstores import FAISS from langchain.chains.combine_documents import create_stuff_documents_chain from langchain.chains import create_retrieval_chain from langchain_core.documents import Document import os… Claude 3 Opus Vs. Google Gemini Vs. GPT-4 for Zero-Shot Text Classification 1 Month Ago by usmanmalik57 … required libraries. ``` import os import pandas as pd from sklearn.model_selection import train_test_split from sklearn.metrics import accuracy_score import anthropic from openai import OpenAI import vertexai from… Converting PDF Image to CSV Using Multimodal Google Gemini Pro 2 Months Ago by usmanmalik57 … the required libraries into our application. ``` import base64 import glob import csv import os import re from vertexai.preview.generative_models import GenerativeModel, Part ``` ## Defining Helping Functions… How can I upload a tar.bz2 file to openstack swift object storage container 1 Month Ago by Hanginium65 … Python. from keystoneauth1 import session from keystoneauth1.identity import v3 from swiftclient.client import Connection from swiftclient.client import ClientException import gzip import tarfile # Create a… 7 NLP Tasks to Perform for Free in Python with Mistral 7b LLM 1 Month Ago by usmanmalik57 …imports the required libraries. ``` from transformers import AutoModelForCausalLM, AutoTokenizer, logging from transformers import BitsAndBytesConfig import torch ``` ## Importing and Configuring the …quot;nf4", bnb_4bit_compute_dtype=torch.bfloat16 ) ``` Next, we import the `Mistral-7B-Instruct-v0.1` model, a variant … Re: How can I upload a tar.bz2 file to openstack swift object storage container 1 Month Ago by Salem … the file, and just gives you bytes. >>> import gzip >>> gz = gzip.open('foo.tar.gz…