'We'll Know We Have AGI When >50% of the GDP is Generated by AI' Community Center by Johannes C. …-representing its own strengths and concealing its own weaknesses. A large amount of our work at Gridspace is to build machines… Re: Which is the best SEO tool used to track exact ranking? Digital Media by Sufiyan_3 … users to crawl up to 1,000 pages quickly, handling large sites efficiently. With features like domain validity, backlinks, Core Web… Re: School Intranet Community Center by simhakidsden A school intranet is like a private website for students, teachers, and staff. It helps them communicate, share resources, and access important information within the school community. It's like a digital hub where everyone can connect and collaborate on school-related matters securely. Summarizing YouTube Video Transcriptions Using Distil Whisper and LLM Programming Computer Science by usmanmalik57 …intro_to_llms") audio_path ``` **Output:** ``` /content/intro_to_llms/How Large Language Models Work.mp4 ``` We have downloaded the audio for…() else torch.float32 model_id = "distil-whisper/distil-large-v3" whisper_model = AutoModelForSpeechSeq2Seq.from_pretrained( model_id, torch_dtype=torch_dtype… Retrieval Augmented Generation with Hugging Face Models in LangChain Programming Computer Science by usmanmalik57 … `FAISS` to store embedded chunks. ``` model_path = "thenlper/gte-large" embeddings = HuggingFaceEmbeddings( model_name = model_path ) embedding_vectors = FAISS.from_texts(all_text_chunks….png) ## Conclusion Creating a RAG application involves a large language model and an embedding model. Though proprietary models… Question Answering with YouTube Videos Using RAG in LangChain Programming Computer Science by usmanmalik57 … the vector databases and execute queries on large language models to retrieve information about YouTube ….html) vector index for efficient similarity search in large datasets. The following script installs these modules and … Splitting and Embedding YouTube Video Documents To handle large documents and prepare them for retrieval, we split… Re: sequential file save read option button Programming Software Development by rproffitt …, you see the issue? 3. VB6, while I coded very large projects long ago, "It's Dead Jim." That… Re: Using Natural Language to Query SQL Databases with Python LangChain Module Programming Computer Science by aishamushtaq very helpful Re: Which programming language is best Ludo game development? Programming Game Development by kishanrg When it comes to developing a Ludo game, the choice of programming language largely depends on your familiarity with the language and the platforms you intend to target. However, some commonly used languages for game development, including Ludo games, are C++, C#, Java, JavaScript, and Python. Ultimately, the "best" programming … Re: Which programming language is best Ludo game development? Programming Game Development by polles i would choose JavaScript Re: Which programming language is best Ludo game development? Programming Game Development by m2host I will choose Python or JavaScript Re: The Application of Greedy Algorithm in Computer Monitoring Software Hardware and Software by Dani > Maybe the tag system changed but in the past I could create a new tag if there wasn't one. Only non-newbie members can do that. Please visit our [tagging guidelines](https://www.daniweb.com/welcome/tagging). Retrieval Augmented Generation (RAG) with Google Gemma From HuggingFace Programming Computer Science by usmanmalik57 … will explain how you can improve performance of a pretrained large language model (LLM) using retrieval augmented generation (RAG) …huggingface.co/thenlper/gte-large) from HuggingFace. ``` embedding_model = SentenceTransformer("thenlper/gte-large") model_path = "thenlper/gte-large" embeddings = HuggingFaceEmbeddings… 7 NLP Tasks to Perform for Free in Python with Mistral 7b LLM Programming Computer Science by usmanmalik57 … field of Natural Language Processing (NLP), open-source large language models (LLMs) are becoming increasingly popular as… API incurs charges. This is where open-source Large Language Models (LLMs) like Mistral 7b become game…input paragraph. ``` paragraph = """ A large language model (LLM) is a language model notable for … Fine Tuning Google Gemma Model for Text Classification in Python Programming Computer Science by usmanmalik57 …/gemma), a family of state-of-the-art open-source large language models (LLMs). As per initial results, its 7b (seven… hours. LoRa is a common approach for fine-tuning very large language models. The following script sets the LoRa configuration for… Claude 3 Opus Vs. Google Gemini Vs. GPT-4 for Zero-Shot Text Classification Programming Computer Science by usmanmalik57 …](https://www.anthropic.com/) launched the [Claude 3 family of large language models](https://www.anthropic.com/news/claude-3-family… are now ready to perform zero-shot classification with various large language models. ## Zero Shot Text Classification with Google Gemini Pro… Using Natural Language to Query SQL Databases with Python LangChain Module Programming Computer Science by usmanmalik57 The advent of large language models (LLM) has replaced complex scripts with natural language … queries on various databases. To do so, we need a large language model (LLM) and database objects. The following script imports… Re: Improve HAVING BY performance Programming Databases by Dani Yes, that's true. But for those instances where we are left in circumstances where we have to perform HAVING on large tables, is there *anything* we can take into consideration for performance? Even if we must do large table scans, are there any tips in the most efficient way of doing them? Re: Improve HAVING BY performance Programming Databases by Reverend Jim … about data freshness. > >Partitioning: If your dataset is large, consider partitioning your tables based on certain criteria (e.g… queries involving the HAVING clause, especially for complex aggregations on large datasets. > >By applying these strategies, you can improve… Improve HAVING BY performance Programming Databases by Dani What are some ways to improve MySQL performance on queries against large tables that include the HAVING BY clause. It's my understanding that anything in there doesn't benefit from table indexes. Re: Improve HAVING BY performance Programming Databases by Dani … Google will spend in crawling the site. With sites as large as DaniWeb, it's an uphill battle having enough crawl… How to Optimize RecyclerView performance by implementing the ViewHolder Programming Mobile Development by Mikekelvin … findViewById() in onBindViewHolder() can lead to performance issues, especially with large datasets. Implementing this pattern significantly enhances app responsiveness and user… 'Prepare for the Earliest Possible AGI Deployment Scenario' Community Center by Johannes C. … innovation while also failing to protect individuals and society at large. ## 6. In your opinion, will AI have a net positive… Re: what's the correct way of learning programming? Programming by Reverend Jim …. Python has a very friendly syntax and there are a large number of free online tutorials. And you can post questions… for things that are unclear. I've programmed in a large number of languages over many years and I now program… Re: Postfix authentication problem Hardware and Software Linux and Unix by chickenbirds … the purpose of relaying emails from a web application to large mail providers like gmail, which then deliver the mail. I… Re: How to Code a Load More Button? Digital Media Digital Marketing Search Engine Strategies by MarkMarketer …; button is a common feature when it comes to handling large data sets. The idea is to load a small amount… Re: DaniWeb Auto Answer A.I. feature Community Center Meta DaniWeb by toneewa I have yet to try it or find it's limitations. Trying to free up some space. Those were the minimum requirements, plus 16GB of RAM and ~100GB free space. I also don't know how large a dataset for DaniWeb would be. Will know more later. Re: Improve HAVING BY performance Programming Databases by Reverend Jim I'm not very familiar with HAVING but my understanding is that it is used to filter results after a GROUP operation so I can't imagine that indexes would improve performance other than on the original SELECT. Using WHERE would return rows based on one or more criteria, and would benefit from indexing, but HAVING, as I understand, is performed after… Re: Improve HAVING BY performance Programming Databases by pritaeas Perhaps a smarter someone on this forum can help you look at the execution plan of your query and suggest some improvements. Re: Improve HAVING BY performance Programming Databases by Dani Everything there is very generic and, dare I say, robotic, and doesn't really answer my question as to if any MySQL experts out there have come up with any creative tips they'd like to share from their own experience. I would have been much more interested in what your friend had to say from his firsthand experience than what ChatGPT has to say.…