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Integrating OpenAI Web Search API in LangGraph 16 Hours Ago by usmanmalik57 … need to pass this as a value to the `type` key in a Python dictionary. Next, define your LLM and call… Re: Key Tools and Tips for Efficient Web Development 6 Days Ago by Himanshu011 Frontend development: * React * Vue.js Backend development: * Node.js * Django Re: Key Tools and Tips for Efficient Web Development 3 Days Ago by JackRyan248 > Hi Everyone, > > Web development can be both exciting and challenging, but having the right tools makes all the difference. If you're starting out or looking to improve your workflow, consider using popular frameworks like React or Vue for streamlined front-end development. > > On the back end, Node.js and Django are solid… Differential Directory, indexing method 3 Weeks Ago by xrjf …assuming the index is in memory, it determines whether the key exists or not. * The index is always sorted and … Differential Directory (DiDi) stores only the difference between each key and the previous one (already sorted), rather than storing full… exist), and to the disk record where the full key and its data are stored. For instance, if the… Re: Differential Directory, indexing method 3 Weeks Ago by xrjf … goes far beyond: its performance is proportional to K × (maximum key length), regardless of the number of elements. Re: Differential Directory, indexing method 3 Weeks Ago by xrjf … fundamentally different approach: its performance is proportional to K × (maximum key length), independent of the number of elements. This opens new… Evaluating OpenAI GPT 4.1 for Text Summarization and Classification Tasks 2 Weeks Ago by usmanmalik57 …. To access the API, you will need the [OpenAI API key](https://platform.openai.com/api-keys). ```python client = OpenAI(api_key…'], use_stemmer=True) scores = scorer.score(reference, candidate) return {key: value.fmeasure for key, value in scores.items()} ``` Next, we will define the… Re: What Happened When We Applied Psychology-Backed Tweaks to a Funnel? 2 Weeks Ago by graceweb … be the deciding factor for prospects. Thanks for highlighting those key takeaways! It’s a good reminder that sometimes it’s… What tools or tweaks improved your outreach and link-building efforts? 3 Weeks Ago by malliecorey … Search Console and update underperforming pages. Patience and consistency are key, but if progress feels too slow, consider auditing your strategy… Re: Is there anything special I should pay attention to when doing SEO? 3 Weeks Ago by dianapps … can feel overwhelming at first, but there are a few key areas that can make a big difference if you focus… Re: Differential Directory, indexing method 3 Weeks Ago by rproffitt DiDi appears to be some China based UBER service but then again I can't find a question or much else to discuss here. Re: Differential Directory, indexing method 3 Weeks Ago by xrjf About DiDi DiDi (Differential Directory) was originally developed as part of my thesis project in the early 1990s. The name bears no relation to the more recent Chinese ride-sharing company. At the time, DiDi was a novel approach within its academic context, but a change in legislation unfortunately led to the closure of the school and the … Re: Differential Directory, indexing method 3 Weeks Ago by xrjf "Just to clarify a previous mistake: the efficiency should be K × N × log₂(N), not K × log₂(N) as I initially wrote." Re: Differential Directory, indexing method 2 Weeks Ago by xrjf I've just made an update because some records weren't being added properly. The issue was that the form didn't take into account that the register field (in the call to DiDi) is passed by reference. Re: Differential Directory, indexing method 1 Week Ago by xrjf Just a quick update for anyone interested: I have revisited and significantly improved the code, aiming for a more professional structure and better performance. The updated version avoids freezing the UI during long operations and follows more robust programming practices. If you’d like to see DiDi in action, there is also a video … Re: The Impact of User Research on UX Design 3 Weeks Ago by john_111 I once visited a website where there were 20 rows, each composed of 20 identical small white squares (about the size of this --> HH ), with a tiny arrow in the bottom quarter corner to indicate they were links. But no text anywhere. Can you imagine how hard it would be to remember which button took you to which page, several days later? This… Re: The Impact of User Research on UX Design 3 Weeks Ago by Reverend Jim Read The Essentials of User Interface Design by Alan Cooper. Re: What tools or tweaks improved your outreach and link-building efforts? 3 Weeks Ago by Salem 6 to 12 months is a long time to wait to figure out whether your "seo expert" is genuine, or a fly-by-night cowboy who's already vanished with the cash without producing a result. How do you tackle this? What are the key components of ServiceNow Managed Services? 1 Month Ago by Suheb What are the key components of ServiceNow Managed Services? Re: What are the key components of ServiceNow Managed Services? 1 Month Ago by Salem https://duckduckgo.com/?q=key+components+of+ServiceNow+Managed+Services&t=newext&atb=v296-1&ia=web That'll be $2M, thanks. Re: Key Tools and Tips for Efficient Web Development 2 Months Ago by simplixi The world of web development is vast, but with these tools and tips, you'll have a solid foundation to build on. Keep exploring and practicing, and you’ll get the hang of it in a very short time. **Front-End Development** * **React:** Think of it as a tool that helps you build the parts of a website users see and interact with. It’s like LEGO … Text Classification and Summarization with DeepSeek R1 Distill Llama 70B 2 Months Ago by usmanmalik57 … article, you will need the [Groq API Key](https://console.groq.com/keys). The following script…the `Groq` client and pass it your Groq API key. Next, we define the `generate_response()` function, which…) scores = scorer.score(reference, candidate) return {key: value.fmeasure for key, value in scores.items()} ``` Next, we will… DeepSeek R1 vs Llama 3.1-405b for Text Classification and Summarization 2 Months Ago by usmanmalik57 …. You will also need the [Fireworks API key](https://docs.fireworks.ai/getting-started/quickstart) to… the `Fireworks` class and pass it your API key. Next, call the `chat.completions.create()` method…) scores = scorer.score(reference, candidate) return {key: value.fmeasure for key, value in scores.items()} ``` Finally, we will… How to Efficiently Develop Apps for iOS and Android? 2 Months Ago by faisalsaraj … both iOS and Android can be challenging but rewarding. The key is to use cross-platform frameworks like React Native or… How does Microsoft defender operate? 2 Months Ago by LiLo1001 How does Defender function and what are some of its key features for cybersecurity? The Impact of User Research on UX Design 2 Months Ago by Pokemons How does UI (User Interface) design contribute to the overall user experience, and what are some key principles that designers should follow to ensure a visually appealing and functional interface? Implementing a Dynamic Filter Option in a Web Application 1 Month Ago by YashSmith …> <ul> {filteredData.map((item) => ( <li key={item.id}>{item.name} - {item.value}</li>… McCharts - ArkTS 1 Month Ago by 杨_659 … feature interface interface interface_data { name: string | number; value: string | number; [key: string]: any; } //Chart feature interface interface interface_option { cWidth?: string | number… Re: How to recover the data from laptop? 1 Month Ago by Reverend Jim … enabled BitLocker you will need your recovery key. Another way (may also need the BitLocker key) would be to remove your SSD… Re: I'm Tired! How to Increase Social Media Followers 2 Months Ago by Langflow Growing social media followers can feel exhausting, but consistency is key! Engaging content, regular posting, and interacting with your audience can make a huge difference. Keep going—it takes time, but it’s worth it!