#Api

🧠 Here’s how i would debug 👇 1️⃣ Context formatting / prompt template Check how the retrieved chunks are inserted into the prompt. Sometimes the context is poorly formatted, truncated, or the instruction doesn’t clearly tell the model to rely on the provided documents. 2️⃣ Chunk relevance inside retrieved docs Even if the right document is retrieved, the exact chunk sent to the model might not contain the answer. Verify chunk size, overlap, and whether the important sentence is actually present in the context. 3️⃣ Context window limits Ensure the retrieved documents are not getting cut off due to token limits. If too many chunks are sent, the model may ignore the relevant one. 4️⃣ Ranking / reranking step Check if the most relevant chunk is placed at the top of the context. LLMs often give more attention to earlier content. 5️⃣ Instruction clarity Verify that the prompt explicitly says something like: “Answer only using the provided context. If the answer is not present, say you don’t know.” 6️⃣ Model temperature / generation settings High temperature can cause hallucinations even when the answer is present. Try temperature 0–0.2 for factual RAG tasks. 7️⃣ Grounding verification Test by asking the model to cite the source chunk or quote the sentence it used. If it cannot, it’s likely ignoring the retrieved context If you’re serious about building a career in AI, I’ll personally guide you. 🤝 1:1 mentorship - link in bio. Comment "Interested" if you want to learn about AI & Software development related stuff. Like, Share and Follow for more !! And save this reel for later :) #ai #genai #softwaredeveloper #aiengineer #api

Non abbiamo sbagliato…era tutto calcolato per fare pausa merenda col miele Hai mai mangiato miele così? #apicoltura #api #apicoltrice #bee #beekeepers

Ecco come la cera d’api viene sempre riciclata per non perderne mai un grammo! 💪🏻🐝 È importantissima per fare i nuovi telaini in primavera. #api #miele #apicoltura

In alcuni casi le api non pungono 🐝 Sai perché? 😃 #api #natura #animali

We’ve all heard the term API before, but what does it mean? Why are there so many different types, and what do they all do? This video seeks to answer those question by diving a little bit deeper into what things like GraphQL, RESTful APIs, Websockets, and Webhooks do. APIs are extremely important, so it’s crucial to have a high level understanding, so during implementation you know which would be best suited for your needs. Hopefully this helps you in your journey ✨😊 #computersciencestudent #softwareengineer #careerintech #cs #api

5 APIs brasileiras gratuitas que você PRECISA conhecer! 🚀🇧🇷 Se você é dev, sabe que não precisa reinventar a roda para funcionalidades básicas. Seja para buscar um CEP, validar um CNPJ ou até conferir a cotação do dólar em tempo real, existem ferramentas nacionais incríveis e 100% gratuitas. No vídeo de hoje, te mostro: 📍 Brasil API (O canivete suíço das APIs) 📮 ViaCEP (A clássica que nunca falha) 📈 Brapi (Cotações em tempo real) 🏢 ReceitaWS (Dados oficiais da Receita) Assista até o fim para ver como é simples fazer essa requisição usando JavaScript! 💻✨ 👇 Qual dessas você já usa no seu dia a dia? Comenta aí! #programação #javascript #backend #api #apis

Se non sai cosa stanno facendo qui… stai guardando una delle fasi più importanti della vita delle api Non stanno “girando a caso”. Non stanno “impazzendo”. Stanno imparando a tornare a casa. 🐝 Questi sono i voli di orientamento: le giovani api escono dall’alveare e memorizzano ogni dettaglio intorno a loro. Luce. Punti di riferimento. Perché da questo momento in poi… dovranno trovare la strada da sole. Ed è qui che tutto cambia. Da api di casa a bottinatrici. Da sicurezza a rischio. La prossima volta che vedi questo movimento davanti all’arnia… fermati un secondo. Perché non stai guardando caos. Stai guardando lo sviluppo delle api Se vuoi capire davvero il mondo delle api, seguimi su @apicolturalanni 🍯 #api #apicoltura

Why no one is talking about this.... 🔥 ~80 AI models, Hosted Apis, Absolutely FREE - You get access to: MiniMax M2.7, GLM 5.1, Kimi 2.5, DeepSeek 3.2, GPT-OSS-120B, Sarvam-M & more... - Works seamlessly with: OpenClaude, OpenCode, Zed Ide, Hermes Agent, Cursor IDE ⚙️ Setup (super simple): Get API key → https://build.nvidia.com/models⁠� Base URL → https://integrate.api.nvidia.com/v1⁠� Add your API key Select model (e.g. minimaxai/minimax-m2.7) 💡 This is huge if you're building AI apps right now. 💬 Comment “API” for full guide 📌 Follow → @thefutureguyy.ai #ai #nvidia #machinelearning #developers #api [ tech artificialintelligence coding startup openai deeplearning buildinpublic programming, ai, nvidia, machinelearning, artificialintelligence, generativeai, aiapi, apis, developers, coding, programming, softwareengineering, tech, technology, startup, buildinpublic, deeplearning, llm, largelanguagemodels, openai, deepseek, minimax, glm, kimi, sarvam, cursoride, zedide, opencode, openclaude, aibuilders, saas, innovation ]

How Databases Work — Internals Deep Dive 🚀✨ Check out this new visualization! 💻 7 animated steps — • Auto-start, Web Audio, animated B-tree, Let me know what you think in the comments! 👇 #api #systemdesign #visualizer #datastructures #computerscience #developer #stem #algorithms #coding #programming #kreggscode #backend #webdev

Connect Frontend to Backend API Using Axios!#Axios #JavaScript #React #API #Frontend #WebDevelopment #Coding #Programming #AsyncAwait #ErrorHandling #TechShorts #LearnToCode Connect Frontend to Backend API Using Axios (Async/Await + Try-Catch)! In this short, I take the Express API I built earlier and connect it to the frontend using Axios — fetching random user data and logging it to the console with proper error handling! 🔄 🛠️ What I Did: ✅ Installed Axios in frontend project ✅ Created async function with async/await ✅ Added try-catch for error handling ✅ Fetched data from backend API ✅ Logged response to console GET requests with Axios · Async/await for clean async code · Try-catch error handling · Accessing nested response data

Maybe Japan should turn Footsteps into API credits • • • • • • [reels, reelitfeelit, reelsinstagram, viralvideos, funny, memes, memestagram, instagood, instagram, ai, chatgpt, gemini, google, elonmusk, aimemes, fyp, comedy, trending, computerscience, aivideos, engineer, engineering ] • • • • • • • #ai #api #coding #engineer #breakingbad

“Non lamentatevi, non guardate e basta. Passate all’azione” Questo è il messaggio di questo e di tutti i video di @sfinbloom, un tizio che ha deciso di passare le proprie giornate e il proprio tempo libero a seminare fiori e piantine in giro per la città. Perché? Per l’ambiente, per aiutare api e insetti a far andare avanti il nostro ecosistema e anche perché le strade, con questi colori e con questa vita, sono più belle. Dovremmo tutti seriamente prendere ispirazione da lui e portare un po’ di natura nelle nostre città. #api #piante #fiori #natura