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Re: Is digital marketing effective for your business? 4 Days Ago by Bunker Yes, digital marketing is effective for businesses. It helps reach more customers online, boosts brand awareness, and increases sales. Through platforms like social media, email, and websites, businesses can target specific audiences, track results, and adjust strategies for better outcomes. Re: Extract Tabular Data from PDF Images using Hugging Face Table Transformer 2 Days Ago by Harini sri Hi, Thank you so much for the above code. Its giving better results compared to other libraries. I have few questions. In some tables, I have common column name for three columns and further I have sub columns like below.... in these cases the tables are not getting extracted properly...Do you have any suggestions for handling such cases? Also … Using Natural Language to Query SQL Databases with Python LangChain Module 4 Weeks Ago by usmanmalik57 …top 10 employees with the most sales. ## Generate Response from MySQL Database Generating a response from a…5. Product XLXQF with 184 units sold. ``` ## Generate Response from SQLite Database Finally, you can use a connection… string with the following syntax to generate a response from an SQLite database: ``` "… Retrieval Augmented Generation with Hugging Face Models in LangChain 2 Weeks Ago by usmanmalik57 …any other LLM in langChain and allows you to generate responses, as shown in the script below. …4/2ea12a179c7fa91ce7657f39bafb1744.png) The next step is to generate embeddings using Hugging Face embedding models in LangChain…Generating Hugging Face Model Embeddings in LangChain To generate embeddings, you must first load the document and… Question Answering with YouTube Videos Using RAG in LangChain 3 Weeks Ago by usmanmalik57 …;{input}"), ("user", "Given the above conversation, generate a search query to look up in order to get… a user prompt as a parameter. Inside the method, we generate a response for the user prompt and then append both… Summarizing YouTube Video Transcriptions Using Distil Whisper and LLM 1 Week Ago by usmanmalik57 …()` function uses the Mistral-7B model to generate the model response. ``` def generate_response(input_text… = encodeds.to(device) generated_ids = LLM.generate(model_inputs, max_new_tokens=response_tokens, temperature = temperature, … '30% of Activities Performed by Humans Could Be Automated with AI' 2 Weeks Ago by Johannes C. …. They will automate tedious tasks, collaborate via chat, provide support, generate reports, and much more. The potential to offload repetitive work… Chrome generates AI content 1 Week Ago by Dani Apparently a new feature in Google Chrome is to automatically generate AI content. All I need to do is start typing … Re: Using Natural Language to Query SQL Databases with Python LangChain Module 1 Week Ago by aishamushtaq very helpful Re: Chrome generates AI content 1 Week Ago by rproffitt https://blogs.microsoft.com/blog/2023/02/07/reinventing-search-with-a-new-ai-powered-microsoft-bing-and-edge-your-copilot-for-the-web/ I recall seeing this on Bing and Edge as well. It shouldn't be long till Apple turns it on in Safari. Let me share a tip about search today. Use “before:2023" at the beginning of your search string. … Re: Chrome generates AI content 1 Week Ago by Dani Meanwhile, in other news, Google's huge March algorithm update, that is *still* going out, is focused hard and heavy on cutting out all AI-generated content from the search results. So, on one hand, you have Google making it super easy to churn out AI-generated content on the web, and on the other hand, you have Google churning their wheels trying … Re: Chrome generates AI content 1 Week Ago by Johannes C. For users who are tired of seeing AI-generated content on Google, a simple fix is to **write "before:2023" in front of search queries**. Gets rid of all the "let's-delve-into-the-rich-tapestry..." BS. Paris Olympics Chatbot- Get Ticket Information Using Chat-GPT and LangChain 1 Month Ago by usmanmalik57 …( openai_api_key = openai_key , model = 'gpt-4', temperature = 0.5 ) ``` To generate a response, call the `invoke()` method using the model object… the final response. The following script implements the method to generate the final response. ``` def generate_response(query): response = retrieval_chain.… Paris Olympics Ticket Information Chatbot with Memory Using LangChain 1 Month Ago by usmanmalik57 …will be passed to the `document_chain` to generate the final response. Since we already have…an input parameter and invokes the `retrieval_chain` to generate a model response. Inside the `generate_response_with_memory()` function…is passed to the `generate_response_with_memory()` function to generate a chatbot response. Here is the script … Retrieval Augmented Generation (RAG) with Google Gemma From HuggingFace 2 Months Ago by usmanmalik57 … query and database response to the Gemma LLM model to generate the final response. ### Importing Required libraries ``` !pip install -q … = tokenizer(final_query, return_tensors="pt").to(device) outputs = model.generate(**inputs, max_new_tokens = 500) final_response = tokenizer.decode(outputs[0], skip_special_tokens=True… 7 NLP Tasks to Perform for Free in Python with Mistral 7b LLM 1 Month Ago by usmanmalik57 …the encoded inputs to the `model.generate()` method. The model's response contains…;) model_inputs = encodeds.to(device) generated_ids = model.generate(model_inputs, max_new_tokens=response_tokens, temperature = temperature, do_sample=True… PDF Image Table Extractor Web App with Google Gemini Pro and Streamlit 2 Months Ago by usmanmalik57 …;: 0, "top_p": 1, "top_k": 32 } def generate(img, prompt): input = img + [prompt] responses = model.generate_content( input,… libraries for the `main.py` file. ``` from geminiconnector import generate from vertexai.preview.generative_models import Part import streamlit as st… Fine Tuning Google Gemma Model for Text Classification in Python 2 Months Ago by usmanmalik57 …(text, return_tensors="pt").to(device) outputs = model.generate(**inputs, max_new_tokens=1) prediction = tokenizer.decode(outputs[0], skip_special_tokens…tokenizer(text, return_tensors="pt").to(device) outputs = model.generate(**inputs, max_new_tokens=1) prediction = tokenizer.decode(outputs[0], skip_special_tokens… Claude 3 Opus Vs. Google Gemini Vs. GPT-4 for Zero-Shot Text Classification 1 Month Ago by usmanmalik57 … internally calls the `OpenAI.chat.completions.create()` method to generate a response for the input tweet. ``` client = OpenAI… so-called best, Claude 3 Opus. To generate text using Claude 3, you need to create…`message.create()` method from the Anthropic client to generate a response. The following script defines the `find_sentiment_claude… "What are effective digital marketing strategies for small businesses?" 2 Months Ago by madiha1407 … Engagement**: Utilize platforms to connect and drive traffic. **Content Marketing**: Generate valuable content to attract and inform. **Email Campaigns**: Build relationships… Re: "What are effective digital marketing strategies for small businesses?" 2 Months Ago by vyasgiannetti … targeted ads on search engines and social media platforms can generate immediate traffic and leads. These strategies, when implemented effectively, can… Is digital marketing effective for your business? 2 Months Ago by renita_1 …. * The goal is to increase brand awareness, drive traffic, and generate leads or sales. Extract Tabular Data from PDF Images using Hugging Face Table Transformer 2 Months Ago by usmanmalik57 …['bbox'][1], column['bbox'][2], row['bbox'][3]] return cell_bbox # Generate cell coordinates and count cells in each row cell_coordinates = [] for… The Rise of AI Scams: Deciphering Reality in a World of Deepfakes 2 Months Ago by Johannes C. … continue to make it difficult for the average user to generate funny pictures of celebrities, but they may not be sufficient… How Do I address ERROR: access violation writing 0x0000000000005140, 1 Month Ago by A_957 ….', '### Instruction:\n{0}\n### Response:\n') as session: response = session.generate(user_input, temp=0) return response except Exception as e: logging… Re: Improve HAVING BY performance 1 Month Ago by Dani … to 250ms. That's how long it typically takes to generate the HTML from the PHP code *and* send it over… off 50ms, we're talking strictly about the time to generate the HTML from the PHP code, which I would guesstimate… Re: Seeking Help for Creating a Circle Generator Tool 2 Months Ago by jackwells …;10"> <button onclick="generateCircle()">Generate Circle</button> </div> <div id… Re: A reliable way of detecting AI content? 1 Month Ago by Reverend Jim … how this will apply to individuals who use AI to generate, then post content? It's even more problematic in the… Re: Improve HAVING BY performance 1 Month Ago by Reverend Jim … up-to-date. The query optimizer relies on statistics to generate efficient execution plans. Outdated statistics can lead to suboptimal query… Re: Improve HAVING BY performance 1 Month Ago by Dani …, with a serverside language, we have to interpret it to *generate* the HTML code before we can even start sending it…