OpenAI o3 vs Anthropic Claude 4 for Text Classification & Summarization Programming Computer Science by usmanmalik57 …://www.daniweb.com/programming/computer-science/tutorials/542132/comparing-gpt-4o-vs-claude-3-5-sonnet-for-zero-shot-… max_tokens): if model == "o3": response = client.chat.completions.create( model= "gpt-4", temperature = 0, max_tokens = max_tokens, messages=[ {&… Evaluating OpenAI GPT 4.1 for Text Summarization and Classification Tasks Programming Computer Science by usmanmalik57 …n{article}\n\nSummary:" response = client.chat.completions.create( model=model_id, messages=[{"role"…evaluate our model's performance. ```python model = "gpt-4.1" outputs = find_research_category(client, model, … Fine Tuning Text Classification Models with Chat-GPT Programming Computer Science by usmanmalik57 … of fine-tuning text classification models with Chat-GPT. ## Why Fine Tune Chat-GPT? ## Fine-tuning Chat-GPT amplifies its capabilities for several compelling reasons…applications, enhancing user experience significantly. In essence, fine-tuning optimizes Chat-GPT's performance, delivering precise, efficient, and rapid results. ### How… Paris Olympics Chatbot- Get Ticket Information Using Chat-GPT and LangChain Programming Computer Science by usmanmalik57 … import os ``` ## Generate Default Responses from Chat-GPT Let's first generate some responses from Chat-GPT without augmenting its knowledge base with information… it generates correct responses. ## RAG for Augmented Response Generation from Chat-GPT Retrieval augmented generation (RAG) works in three steps. 1. Split… Claude 3 Opus Vs. Google Gemini Vs. GPT-4 for Zero-Shot Text Classification Programming Computer Science by usmanmalik57 …already compared [the performance of Google Gemini Pro and Chat-GPT on another dataset](https://www.daniweb.com/programming/computer-science… tweet: {}""".format(tweet) sentiment = client.chat.completions.create( model= "gpt-4", temperature = 0, max_tokens = 10, messages=[… GPT-4o Snapshot vs Meta Llama 3.1 70b for Zero-Shot Text Summarization Programming Computer Science by usmanmalik57 …\n{article}\n\nSummary:" response = client.chat.completions.create( model= "gpt-4o-2024-08-06", messages=[{"role…completeness,conciseness,coherence). """ response = client.chat.completions.create( model= "gpt-4o-mini", messages=[{"role": "… GPT-4o mini vs. GPT-4o vs GPT-3.5 Turbo for Text Summarization Programming Computer Science by usmanmalik57 … (completeness,conciseness,coherence). """ response = client.chat.completions.create( model= "gpt-4o-mini", messages=[{"role": "…/a3246578cf3ac616cef0474fdc31cbc7.png) The above output shows that the GPT-4o mini, GPT-4o, and GPT-3.5 turbo perform equally well on the… GPT-4o mini - A Cheaper and Faster Alternative to GPT-4o Programming Computer Science by usmanmalik57 …these tweets using GPT-4o mini, GPT-3.5 Turbo, and GPT-4o models. ## Comparing GPT-4o mini with GPT 3.5 Turbo…making the API call start_time = time.time() response = client.chat.completions.create( model=model, temperature=0, max_tokens=10, messages=[… Image Analysis Using OpenAI GPT-4o Model Programming Computer Science by usmanmalik57 …image_path) def analyze_graph(query): response = client.chat.completions.create( model= "gpt-4o", temperature = 0, messages=[…image_path) def predict_sentiment(query): response = client.chat.completions.create( model= "gpt-4o", temperature = 0, messages=[ … Paris Olympics Ticket Information Chatbot with Memory Using LangChain Programming Computer Science by usmanmalik57 …how I developed a simple chatbot using LangChain and Chat-GPT that can answer queries related to Paris Olympics …24. ``` In the above output, you can see that Chat-GPT successfully generated a response to a follow-up question. ##…user queries and follow-up questions using LangChain and Chat-GPT. You can use the same approach to develop … OpenAI GPT-4o vs Meta Llama 3 for Zero Shot Text Classifiation Programming Computer Science by usmanmalik57 …: {}""".format(tweet) sentiment = client.chat.completions.create( model= "gpt-4o", temperature = 0, max_tokens = 10, messages… tweet: {}""".format(tweet) sentiment = client.chat.completions.create( model="llama3-70b-8192", temperature =… Evaluating GPT-4o November Model for Text Classification and Summarization Programming Computer Science by usmanmalik57 …created:\n\n{article}\n\nSummary:" response = client.chat.completions.create( model=model_id, messages=[{"role": &…'rougeL': rouge_scores['rougeL'] }) return results ``` ## Summarization Results with GPT-4o November Update Let's first summarize the articles using… How to Fine-tune the OpenAI GPT-4o Model - The Wait is Finally Over Programming Computer Science by usmanmalik57 …tweet: {}""".format(tweet) response = client.chat.completions.create( model=model, temperature=0, max_tokens=10, … client.fine_tuning.jobs.create( training_file=training_file.id, model="gpt-4o-2024-08-06" ) ``` Once the model… Comparing Fine-tuned and Default GPT-3.5 Turbo for Text Classification Programming Computer Science by usmanmalik57 …letters. tweet: {}""".format(tweet) sentiment = client.chat.completions.create( model= ft_model_id, temperature = 0, max_tokens = 10,… {}""".format(tweet) sentiment = client.chat.completions.create( model= "gpt-3.5-turbo", temperature = 0, max_tokens… Comparison of Fine-tuning GPT-4o mini vs GPT-3.5 for Text Classification Programming Computer Science by usmanmalik57 …I presented a [comparison of OpenAI GPT-4o mini model with GPT-4o and GPT-3.5 turbo models for zero…letters. tweet: {}""".format(tweet) response = client.chat.completions.create( model=model, temperature=0, max_tokens=10, messages=[… Fine-tuning OpenAI GPT-4o for Multi-label Text Classification Programming Computer Science by usmanmalik57 …jobs.create( training_file=training_file.id, model="gpt-4o-2024-08-06" ) ``` …;"".format(title, abstract) research_category = client.chat.completions.create( model= model, temperature = 0, max_tokens… Comparing Google Gemini Pro with OpenAI GPT-4 for Zero-Shot Classification Programming Computer Science by usmanmalik57 … review: {}""".format(review) sentiment = client.chat.completions.create( model= "gpt-4", temperature = 0, max_tokens = 100, messages=[… | Gemini Pro| 53.3s | 93% | $0.00025 per 1k characters | | GPT-4 | 2min 38s | 95% | $0.00750 app per 1k characters… OpenAI GPT-4o vs Claude 3.5 Sonnet for Multi-label Text Classification Programming Computer Science by usmanmalik57 …quot;" if model == "gpt-4o": research_category = client.chat.completions.create( model= model, temperature =…client = OpenAI(api_key = OPENAI_API_KEY,) model = "gpt-4o" outputs = find_research_category(client, model, sampled_df) … Comparing GPT-4o vs Claude 3.5 Sonnet for Zero Shot Text Classification Programming Computer Science by usmanmalik57 …quot;".format(tweet) sentiment_value = client.chat.completions.create( model= model, temperature = 0,…os.environ.get('OPENAI_API_KEY'), ) model = "gpt-4o" find_sentiment(client, model) ``` **… Chatbot Development Using Transformers in TensorFlow Keras Programming Computer Science by usmanmalik57 … many state-of-the-art natural language applications such as Chat-GPT, Bard, Bing, etc. In this article, we will use a… many state-of-the-art large language models such as Chat-GPT, Bing, Bard, etc. With the knowledge gained in this tutorial… How to Successfully Use ChatGPT for SEO Community Center by Johannes C. … the Dos and Don'ts of using ChatGPT for SEO.** ![chat-gpt-seo.jpg](https://static.daniweb.com/attachments/4/789db89bdee905e58d522cedac6c12da.jpg… different message boards when troubleshooting. Now it's one short chat with my assistant, and I usually find more elegant fixes… Language Modeling with LSTM using Wikipedia Text - Predicting Next Word Programming Computer Science by usmanmalik57 … of many state-of-the-art text generators such as Chat-GPT, Bing, Bard, etc. In this tutorial, you saw how to… How can I write prompt for writing content for my web Page? Digital Media Digital Marketing Search Engine Strategies by Amelia99 I want to write SEO-friendly content for my web page but I don't know how to Prompt Chat GPT. Can anyone help me? Re: What are the AI ​​writing tools? Digital Media Digital Marketing by oleonda Chat gpt is best and free Fine-tuning OpenAI Vision Models for Visual Question-Answering Programming Computer Science by usmanmalik57 … call to get the response from the model response = client.chat.completions.create( model= model_id, temperature = 0, messages=[ …else. """ response = client.chat.completions.create( model= "gpt-4o-2024-08-06", temperature=0, … Enhancing RAG Functionalities using Tools and Agents in LangChain Programming Computer Science by usmanmalik57 … use any other LLM from LangChain. ``` llm = ChatOpenAI(model="gpt-4o", temperature=0, api_key=openai_api_key, ) ``` Next, we will…. We also pass the keys for the user input and chat history. ``` agent_executor = AgentExecutor(agent=agent, tools=tools, verbose = False)… Question Answering with YouTube Videos Using RAG in LangChain Programming Computer Science by usmanmalik57 …the FAISS vector index. ``` llm = ChatOpenAI( openai_api_key = openai_key , model = 'gpt-4', temperature = 0.5 ) retriever = vector.as_retriever() ``` Next, we will… chain will be `context` relevant to the user prompt and chat history. The following script defines the `history_retriever_chain`. ``` prompt = … Re: How to Successfully Use ChatGPT for SEO Community Center by jkon I have seen hundreds of eShops (with many admins in each) on my company's platform , fail to set proper meta tags in the CMS and never bother to do so for individual products or entire catalogs. The strange thing is that they expect —and some even live—their businesses through e-commerce, yet they don't bother. They can spend an extraordinary … Re: How to Successfully Use ChatGPT for SEO Community Center by Dani I am of the opinion that meta tags are next to useless for SEO nowadays. Google officially stopped using meta keywords back in 2009 according to https://developers.google.com/search/blog/2009/09/google-does-not-use-keywords-meta-tag and I’m pretty sure they give very little weight to meta descriptions for at least the past decade. Re: How to Successfully Use ChatGPT for SEO Community Center by Devsharma Create a list of relevant keywords for your niche using ChatGPT. Provide it with topics or seed keywords, and ask for related terms or phrases. Ask ChatGPT for keyword variations or long-tail keywords to target different search intents.