LangExtract + RAG: Smarter Retrieval with Metadata Filtering Prompt Engineering 2025-08-12 | In this video, I show you how to use LangExtract to generate high-quality metadata for your Retrieval Augmented Generation (RAG) system. By extracting structured data from unstructured documents, we can filter results more effectively and drastically improve retrieval accuracy. I’ll walk you through a complete example, from setting up LangExtract to integrating metadata filtering into your RAG pipeline.LangExtract Video: youtu.be/dPL2vRDunMwGithub: github.com/PromtEngineer/LangExtract-RAG.gitWebsite: engineerprompt.aiRAG Beyond Basics Course:prompt-s-site.thinkific.com/courses/ragLet's Connect: 🦾 Discord: discord.com/invite/t4eYQRUcXB☕ Buy me a Coffee: ko-fi.com/promptengineering|🔴 Patreon: patreon.com/PromptEngineering💼Consulting: calendly.com/engineerprompt/consulting-call📧 Business Contact: engineerprompt@gmail.comBecome Member: http://tinyurl.com/y5h28s6h💻 Pre-configured localGPT VM: bit.ly/localGPT (use Code: PromptEngineering for 50% off). Signup for Newsletter, localgpt:https://tally.so/r/3y9bb000:00 Metadata problem with RAG00:45 Using Lang Extract for Metadata Extraction01:46 Building the Retrieval Augmented Generation System02:22 Setting Up the Environment and Sample Data03:27 Creating the Metadata Extraction Pipeline06:56 Implementing Metadata Filters in Vector Store08:51 Running the Example and Viewing Results
Sonnet 4.5: The BEST Agentic Coding AI for Building Agents? Prompt Engineering 2025-09-29 | Very first look at the Claude Sonnet 4.5 releaseanthropic.com/news/claude-sonnet-4-5docs.claude.com/en/docs/about-claude/models/whats-new-sonnet-4-5docs.claude.com/en/docs/build-with-claude/context-windows#context-awareness-in-claude-sonnet-4-5metr.org/blog/2025-03-19-measuring-ai-ability-to-complete-long-taskshttps://deepmind.google/models/gemini/flash/Website: engineerprompt.aiRAG Beyond Basics Course:prompt-s-site.thinkific.com/courses/ragLet's Connect: 🦾 Discord: discord.com/invite/t4eYQRUcXB☕ Buy me a Coffee: ko-fi.com/promptengineering|🔴 Patreon: patreon.com/PromptEngineering💼Consulting: calendly.com/engineerprompt/consulting-call📧 Business Contact: engineerprompt@gmail.comBecome Member: http://tinyurl.com/y5h28s6h💻 Pre-configured localGPT VM: bit.ly/localGPT (use Code: PromptEngineering for 50% off). Signup for Newsletter, localgpt:https://tally.so/r/3y9bb000:00 Introduction to Sonnet 4.5 Release00:38 New Tools and SDKs01:03 Language and Performance Enhancements01:45 Context Awareness and Memory Management02:17 Pricing and Market Comparison02:54 Benchmark Performance05:28 Extended Focus and Task Management09:22 Enhanced Tool Usage and Alignment10:43 Claude Agent SDK and Imagine with Claude
Can AI Make Better Slides Than You? Prompt Engineering 2025-09-28 | Checkout: https://www.gamma.appI this video I test Gamma 3.0 —the AI presentation agent. Gamma also recently released their API, which let's you use the same agent for buck content creation and automation. Website: engineerprompt.aiRAG Beyond Basics Course:prompt-s-site.thinkific.com/courses/ragLet's Connect: 🦾 Discord: discord.com/invite/t4eYQRUcXB☕ Buy me a Coffee: ko-fi.com/promptengineering|🔴 Patreon: patreon.com/PromptEngineering💼Consulting: calendly.com/engineerprompt/consulting-call📧 Business Contact: engineerprompt@gmail.comBecome Member: http://tinyurl.com/y5h28s6h💻 Pre-configured localGPT VM: bit.ly/localGPT (use Code: PromptEngineering for 50% off). Signup for Newsletter, localgpt:https://tally.so/r/3y9bb0TIMESTAMP: 00:00 Gamma 3.000:42 Gamma API01:20 Creating Presentations with Gamma02:01 Using Gamma Agent for Customization06:50 Developers' Guide to Gamma API
Building tools for agents — with agents Prompt Engineering 2025-09-25 | Checkout Browserbase for web browsing automation for AI agents: https://browserbase.plug.dev/fN72qF0In this video we will learn how to design agent tools that actually work for AI agents. It will include picking the right tools, using clear namespaces, returning structured high-signal outputs, and keep context/token use efficient. We break down practical tips from Anthropic’s “Writing Effective Tools for Agents,” including prompt-driven tool specs and real-world evaluation, so your agents perform reliably.LINKS:anthropic.com/engineering/writing-tools-for-agentsWebsite: engineerprompt.aiRAG Beyond Basics Course:prompt-s-site.thinkific.com/courses/ragLet's Connect: 🦾 Discord: discord.com/invite/t4eYQRUcXB☕ Buy me a Coffee: ko-fi.com/promptengineering|🔴 Patreon: patreon.com/PromptEngineering💼Consulting: calendly.com/engineerprompt/consulting-call📧 Business Contact: engineerprompt@gmail.comBecome Member: http://tinyurl.com/y5h28s6h💻 Pre-configured localGPT VM: bit.ly/localGPT (use Code: PromptEngineering for 50% off). Signup for Newsletter, localgpt:https://tally.so/r/3y9bb0
Finally a real VEO-3 competitor Prompt Engineering 2025-09-24 | Discover WAN 2.5, Alibaba’s latest AI video model that can generate both visuals and sound in sync. In this preview, I’ll show you how it stacks up with Veo 3 and why it could change the future of generative media.LINKShttps://x.com/Alibaba_Wan/status/1970697244740591917https://x.com/BrentLynch/status/1970684821300207796https://x.com/Alibaba_Wan/status/1970678594574885119https://x.com/Alibaba_Wan/status/1970679036767879553https://x.com/M1ND3XPAND3R/status/1970728571309371605https://x.com/Dork_sense/status/1970513897254994055https://x.com/fal/status/1970676086037176375https://x.com/1littlecoder/status/1970713575447765037https://x.com/D_studioproject/status/1970721667174539717wavespeed.ai/models/alibaba/wan-2.5/image-to-videocreate.wan.videoWebsite: engineerprompt.aiRAG Beyond Basics Course:prompt-s-site.thinkific.com/courses/ragLet's Connect: 🦾 Discord: discord.com/invite/t4eYQRUcXB☕ Buy me a Coffee: ko-fi.com/promptengineering|🔴 Patreon: patreon.com/PromptEngineering💼Consulting: calendly.com/engineerprompt/consulting-call📧 Business Contact: engineerprompt@gmail.comBecome Member: http://tinyurl.com/y5h28s6h💻 Pre-configured localGPT VM: bit.ly/localGPT (use Code: PromptEngineering for 50% off). Signup for Newsletter, localgpt:https://tally.so/r/3y9bb000:00 WAN 2.5 Preview00:32 Speech Synchronization and Audio Effects02:04 Complex Scene Generation05:58 WAN Animate Release08:25 Conclusion and Next Steps
Qwen 3 Omni — The Open AI Model That Does It ALL Prompt Engineering 2025-09-23 | In this video, I test out Qwen 3 Omni — Alibaba’s latest open-source multimodal model that can handle text, images, audio, and video in real time. From live demos to benchmarks, we’ll see if Qwen 3 Omni can truly compete with models like GPT-4 and Gemini.blogpost: qwen.ai/blog?id=65f766fc2dcba7905c1cb69cc4cab90e94126bf4&from=home.latest-research-listTechnical Report: github.com/QwenLM/Qwen3-Omni/blob/main/assets/Qwen3_Omni.pdfGithub: github.com/QwenLM/Qwen3-OmniNotebooks:github.com/QwenLM/Qwen3-Omni/blob/main/cookbooks/speech_recognition.ipynbgithub.com/QwenLM/Qwen3-Omni/blob/main/cookbooks/ocr.ipynbgithub.com/QwenLM/Qwen3-Omni/blob/main/cookbooks/omni_captioner.ipynbhuggingface.co/Qwen/Qwen3-Omni-30B-A3B-InstructWebsite: engineerprompt.aiRAG Beyond Basics Course:prompt-s-site.thinkific.com/courses/ragLet's Connect: 🦾 Discord: discord.com/invite/t4eYQRUcXB☕ Buy me a Coffee: ko-fi.com/promptengineering|🔴 Patreon: patreon.com/PromptEngineering💼Consulting: calendly.com/engineerprompt/consulting-call📧 Business Contact: engineerprompt@gmail.comBecome Member: http://tinyurl.com/y5h28s6h💻 Pre-configured localGPT VM: bit.ly/localGPT (use Code: PromptEngineering for 50% off). Signup for Newsletter, localgpt:https://tally.so/r/3y9bb0
Claude Code Downgrade? Here’s What Actually Happened Prompt Engineering 2025-09-18 | If you noticed claude code degradation in last few weeks, you were not wrong. Anthropic just released a detailed blogpost on what caused it. anthropic.com/engineering/a-postmortem-of-three-recent-issuesclaude.com/product/claude-codeopenai.com/codexthinkingmachines.ai/blog/defeating-nondeterminism-in-llm-inferenceopenai.com/index/expanding-on-sycophancyhttps://x.com/claudeai/status/1968416786413506591Website: engineerprompt.aiRAG Beyond Basics Course:prompt-s-site.thinkific.com/courses/ragLet's Connect: 🦾 Discord: discord.com/invite/t4eYQRUcXB☕ Buy me a Coffee: ko-fi.com/promptengineering|🔴 Patreon: patreon.com/PromptEngineering💼Consulting: calendly.com/engineerprompt/consulting-call📧 Business Contact: engineerprompt@gmail.comBecome Member: http://tinyurl.com/y5h28s6h💻 Pre-configured localGPT VM: bit.ly/localGPT (use Code: PromptEngineering for 50% off). Signup for Newsletter, localgpt:https://tally.so/r/3y9bb0
How Good Is GPT-5 Codex? I Built an App Prompt Engineering 2025-09-17 | Sign-up for updates to Verbi - transcription app: https://tally.so/r/3y9bb0I put GPT-5 Codex to a real test: I handed it a PRD in VS Code, ran it with Codex CLI, and timed how long it took to build a working, on-device app. Watch the full build—planning → coding → debugging → demo—to see where GPT-5 Codex shines, where it stumbles, and if it’s ready for real projects.Website: engineerprompt.aiRAG Beyond Basics Course:prompt-s-site.thinkific.com/courses/ragLet's Connect: 🦾 Discord: discord.com/invite/t4eYQRUcXB☕ Buy me a Coffee: ko-fi.com/promptengineering|🔴 Patreon: patreon.com/PromptEngineering💼Consulting: calendly.com/engineerprompt/consulting-call📧 Business Contact: engineerprompt@gmail.comBecome Member: http://tinyurl.com/y5h28s6h💻 Pre-configured localGPT VM: bit.ly/localGPT (use Code: PromptEngineering for 50% off). Signup for Newsletter, localgpt:https://tally.so/r/3y9bb0
OpenAI Just Dropped A New Coding Model for Developers Prompt Engineering 2025-09-15 | GPT-5-codex was just released by OpenAI. Here we will at this new release:openai.com/index/introducing-upgrades-to-codexWebsite: engineerprompt.aiRAG Beyond Basics Course:prompt-s-site.thinkific.com/courses/ragLet's Connect: 🦾 Discord: discord.com/invite/t4eYQRUcXB☕ Buy me a Coffee: ko-fi.com/promptengineering|🔴 Patreon: patreon.com/PromptEngineering💼Consulting: calendly.com/engineerprompt/consulting-call📧 Business Contact: engineerprompt@gmail.comBecome Member: http://tinyurl.com/y5h28s6h💻 Pre-configured localGPT VM: bit.ly/localGPT (use Code: PromptEngineering for 50% off). Signup for Newsletter, localgpt:https://tally.so/r/3y9bb0
Agent Client Protocol : The “New MCP” for IDEs and Coding Agents Prompt Engineering 2025-09-14 | In this video. we're going t. look at agent-client protocol or ACP that enables communication between coding IDEs and coding agents (like Gemini CLI, Claude Code etc.). This is a standardized communication protocol, very similar to MCP, which can really enable IDEs, agnostic coding agent integration.LINKS:https://zed.dev/agentclientprotocol.com/overview/introductionhttps://zed.dev/blog/claude-code-via-acpWebsite: engineerprompt.aiRAG Beyond Basics Course:prompt-s-site.thinkific.com/courses/ragLet's Connect: 🦾 Discord: discord.com/invite/t4eYQRUcXB☕ Buy me a Coffee: ko-fi.com/promptengineering|🔴 Patreon: patreon.com/PromptEngineering💼Consulting: calendly.com/engineerprompt/consulting-call📧 Business Contact: engineerprompt@gmail.comBecome Member: http://tinyurl.com/y5h28s6h💻 Pre-configured localGPT VM: bit.ly/localGPT (use Code: PromptEngineering for 50% off). Signup for Newsletter, localgpt:https://tally.so/r/3y9bb0TIMESTAMP:00:00 What is Agent Client Protocol (ACP)00:13 The Problem ACP Solves00:43 ACP in Action01:47 Technical Details and Integration03:26 Origins and Support of ACP06:24 Comparison with MCP07:20 Current Status and Future Prospects
Super Agent: An Agent That Builds Its Own Tools Prompt Engineering 2025-09-12 | Subscribe to Skywork through this link to get up to 34% off.”: skywork.ai/p/zb7qtsIn this video, we will look at A Hierarchical Multi-Agent Framework for General-Purpose Task Solving and the Skywork ai super agent platform. LINK:Paper: arxiv.org/pdf/2506.12508Github: github.com/SkyworkAI/DeepResearchAgentWebsite: skyworkai.github.io/DeepResearchAgentWebsite: engineerprompt.aiRAG Beyond Basics Course:prompt-s-site.thinkific.com/courses/ragLet's Connect: 🦾 Discord: discord.com/invite/t4eYQRUcXB☕ Buy me a Coffee: ko-fi.com/promptengineering|🔴 Patreon: patreon.com/PromptEngineering💼Consulting: calendly.com/engineerprompt/consulting-call📧 Business Contact: engineerprompt@gmail.comBecome Member: http://tinyurl.com/y5h28s6h💻 Pre-configured localGPT VM: bit.ly/localGPT (use Code: PromptEngineering for 50% off). Signup for Newsletter, localgpt:https://tally.so/r/3y9bb0TIMESTAMP:00:00 Deep Research Agent01:20 Deep Research Agent Framework02:25 Agent Architecture and Capabilities07:20 Skywork Super Agent
GitHub Spec Kit: Can It FINALLY Fix “Vibe Coding”? Prompt Engineering 2025-09-09 | In this video I have a look at the Github's new Spec Kit, which is their opinionated implementation of Specification Driven Development. I will walk through all the steps that this new specification implements. LINKS:github.com/github/spec-kitWebsite: engineerprompt.aiRAG Beyond Basics Course:prompt-s-site.thinkific.com/courses/ragLet's Connect: 🦾 Discord: discord.com/invite/t4eYQRUcXB☕ Buy me a Coffee: ko-fi.com/promptengineering|🔴 Patreon: patreon.com/PromptEngineering💼Consulting: calendly.com/engineerprompt/consulting-call📧 Business Contact: engineerprompt@gmail.comBecome Member: http://tinyurl.com/y5h28s6h💻 Pre-configured localGPT VM: bit.ly/localGPT (use Code: PromptEngineering for 50% off). Signup for Newsletter, localgpt:https://tally.so/r/3y9bb0
Did OpenAI Just FIX Hallucinations? Prompt Engineering 2025-09-07 | In this video I will look at why LLMs hallucinate. LLMs hallucinate not because they’re “broken,” but because today’s training and accuracy-only evaluations incentivize guessing. This is based on a new research from OpenAI. openai.com/index/why-language-models-hallucinatecdn.openai.com/pdf/d04913be-3f6f-4d2b-b283-ff432ef4aaa5/why-language-models-hallucinate.pdfclaude.ai/public/artifacts/557007ce-c731-460e-b6ea-152718774ccaclaude.ai/public/artifacts/9f1238f1-0efc-4880-974a-29d1f42029b3claude.ai/public/artifacts/67698ee1-18a9-4251-b408-83c0876015ebclaude.ai/public/artifacts/606fc46e-9750-4d27-9f48-633cb0cff7ebWebsite: engineerprompt.aiRAG Beyond Basics Course:prompt-s-site.thinkific.com/courses/ragLet's Connect: 🦾 Discord: discord.com/invite/t4eYQRUcXB☕ Buy me a Coffee: ko-fi.com/promptengineering|🔴 Patreon: patreon.com/PromptEngineering💼Consulting: calendly.com/engineerprompt/consulting-call📧 Business Contact: engineerprompt@gmail.comBecome Member: http://tinyurl.com/y5h28s6h💻 Pre-configured localGPT VM: bit.ly/localGPT (use Code: PromptEngineering for 50% off). Signup for Newsletter, localgpt:https://tally.so/r/3y9bb0TIMESTAMP00:00 Hallucinations in Language Models00:48 How Language Models Work02:26 The Issue with Next Word Prediction02:50 Evaluation Mechanisms and Their Flaws04:11 Proposed Solutions to Mitigate Hallucinations07:16 Observations and Claims from OpenAI's Paper
Embedding Gemma: On-Device RAG Made Easy Prompt Engineering 2025-09-06 | In this video we learn how to use Google’s Embedding Gemma (300M) to build fast, on-device RAG with ≈200MB memory and support for 100+ languages. We will look at a RAG example. LINK:developers.googleblog.com/en/introducing-embeddinggemmahuggingface.co/blog/embeddinggemmaarxiv.org/pdf/2205.13147huggingface.co/blog/matryoshkagithub.com/google-gemini/gemma-cookbook/blob/main/Gemma/%5BGemma_3%5DRAG_with_EmbeddingGemma.ipynbhttps://ai.google.dev/gemma/docs/embeddinggemma/fine-tuning-embeddinggemma-with-sentence-transformershttps://ai.google.dev/gemma/docs/embeddinggemma/model_cardWebsite: engineerprompt.aiRAG Beyond Basics Course:prompt-s-site.thinkific.com/courses/ragLet's Connect: 🦾 Discord: discord.com/invite/t4eYQRUcXB☕ Buy me a Coffee: ko-fi.com/promptengineering|🔴 Patreon: patreon.com/PromptEngineering💼Consulting: calendly.com/engineerprompt/consulting-call📧 Business Contact: engineerprompt@gmail.comBecome Member: http://tinyurl.com/y5h28s6h💻 Pre-configured localGPT VM: bit.ly/localGPT (use Code: PromptEngineering for 50% off). Signup for Newsletter, localgpt:https://tally.so/r/3y9bb0TIMESTAMPS:00:00 EmbeddingGemma02:15 Comparison with Other Embedding Models02:41 Google's Interesting position03:21 Dense Embeddings is Killing Retrieval06:13 RAG with EmbeddingGemma09:37 Fine-Tuning and Training the Model
Claude for Chrome: Agentic Browsing is Here Prompt Engineering 2025-08-29 | Hands-on review of Claude for Chrome, Anthropic’s agentic browsing Chrome extension—with real demos (posting to X, Zillow search, research & shopping, W-9 download, form filling) to see what works and what doesn’t.We cover strengths, limits, permissions, safety guardrails, and prompt-injection risks so you know if this research-preview tool fits your workflow.LINKS: anthropic.com/news/claude-for-chromeWebsite: engineerprompt.aiRAG Beyond Basics Course:prompt-s-site.thinkific.com/courses/ragLet's Connect: 🦾 Discord: discord.com/invite/t4eYQRUcXB☕ Buy me a Coffee: ko-fi.com/promptengineering|🔴 Patreon: patreon.com/PromptEngineering💼Consulting: calendly.com/engineerprompt/consulting-call📧 Business Contact: engineerprompt@gmail.comBecome Member: http://tinyurl.com/y5h28s6h💻 Pre-configured localGPT VM: bit.ly/localGPT (use Code: PromptEngineering for 50% off). Signup for Newsletter, localgpt:https://tally.so/r/3y9bb0TIMESTAMP:00:00 IClaude for Chrome00:31 Overview of Agentic Browsing01:39 Demo: Posting on X03:00 Demo: Apartment Search04:50 Demo: Research Agent05:47 Demo: Shopping Assistant07:12 Demo: Downloading Files08:37 Demo: Filling Out Web Forms11:41 Security and Vulnerabilities
Can This FIX Context Loss in RAG? Prompt Engineering 2025-08-27 | Checkout Emergent: emergent.1stcollab.com/engineerpromptChunking in RAG is broken! In this video we look at contextualized chunk embeddings that preserves document level global information in your chunks. LINKS:Notebook: tinyurl.com/4e6kk992Blogpost: blog.voyageai.com/2025/07/23/voyage-context-3Docs: docs.voyageai.com/docs/contextualized-chunk-embeddingsContextual Retrieval Anthropic: anthropic.com/news/contextual-retrievalWebsite: engineerprompt.aiRAG Beyond Basics Course:prompt-s-site.thinkific.com/courses/ragLet's Connect: 🦾 Discord: discord.com/invite/t4eYQRUcXB☕ Buy me a Coffee: ko-fi.com/promptengineering|🔴 Patreon: patreon.com/PromptEngineering💼Consulting: calendly.com/engineerprompt/consulting-call📧 Business Contact: engineerprompt@gmail.comBecome Member: http://tinyurl.com/y5h28s6h💻 Pre-configured localGPT VM: bit.ly/localGPT (use Code: PromptEngineering for 50% off). Signup for Newsletter, localgpt:https://tally.so/r/3y9bb000:00 Chunking is Broken00:55 Contextualized Retrieval Pre-Processing01:51 Late Chunking Approach03:12 Similarity Computation Methods06:05 Introduction to Contextualized Chunk Embeddings07:35 Sponsor Message: Emergent08:36 Comparison of Embedding Models09:32 Code Implementation and Examples11:49 Pricing and Practical Considerations13:00 Notebook
Nano Banana is the NEW Gemini 2.5 Flash Image Prompt Engineering 2025-08-26 | Hands-on with Google’s Nano Banana (Gemini 2.5 Flash Image): I show how to access it in AI Studio and via the Gemini SDK, then demo precise text-guided edits, character/scene consistency, in/outpainting, virtual try-ons, and image restoration. We’ll also cover failure cases like aspect-ratio quirks and quick workarounds so you can start building with the API right away.Pricing: API cost of $30 per 1M output tokens, one image counting for 1290 tokens so 0.039$ per image. Free users get to generate 100 images for free on AI Studio. LINKS:Docs: https://ai.google.dev/gemini-api/docs/image-generationhttps://x.com/WuxiaRocks/status/1958419014402859445https://x.com/D_studioproject/status/1957785178413363391https://x.com/ProperPrompter/status/1958545492289216751pbs.twimg.com/media/GyyAAtwW4AATeuy?format=jpg&name=largehttps://x.com/Alibaba_Qwen/status/1958744976772198825Website: engineerprompt.aiRAG Beyond Basics Course:prompt-s-site.thinkific.com/courses/ragLet's Connect: 🦾 Discord: discord.com/invite/t4eYQRUcXB☕ Buy me a Coffee: ko-fi.com/promptengineering|🔴 Patreon: patreon.com/PromptEngineering💼Consulting: calendly.com/engineerprompt/consulting-call📧 Business Contact: engineerprompt@gmail.comBecome Member: http://tinyurl.com/y5h28s6h💻 Pre-configured localGPT VM: bit.ly/localGPT (use Code: PromptEngineering for 50% off). Signup for Newsletter, localgpt:https://tally.so/r/3y9bb000:00 Nano Banana00:12 Model Capabilities and Features00:52 Accessing the Model and Example Outputs02:33 Practical Applications and Use Cases04:54 Advanced Editing and Inpainting08:29 Image Restoration and Comparison12:24 Aspect Ratio Challenges and Solutions14:42 Using the API and SDK
Web Scrapping Made Easy with This FREE MCP Prompt Engineering 2025-08-25 | Get started with BrightData here: brdta.com/engineerpromptLearn how to use the free BrightData MCP server to collect information from multiple diverse sources including hard to scrape sites like Amazon, Reddit etc. In this video I will show you how to use langgraph for building multi-agent workflows. github: github.com/MeirKaD/unified-searchWebsite: engineerprompt.aiRAG Beyond Basics Course:prompt-s-site.thinkific.com/courses/ragLet's Connect: 🦾 Discord: discord.com/invite/t4eYQRUcXB☕ Buy me a Coffee: ko-fi.com/promptengineering|🔴 Patreon: patreon.com/PromptEngineering💼Consulting: calendly.com/engineerprompt/consulting-call📧 Business Contact: engineerprompt@gmail.comBecome Member: http://tinyurl.com/y5h28s6h💻 Pre-configured localGPT VM: bit.ly/localGPT (use Code: PromptEngineering for 50% off). Signup for Newsletter, localgpt:https://tally.so/r/3y9bb000:00 Web Scraping is Hard01:57 BrightData MCP setup03:06 Demonstrating Web Scraping with MCP Server05:28 Building a Coding Agent with Intent Classifier08:46 Using the System with Python and Graph Studio
DeepSeek V3.1: Bigger Than You Think! Prompt Engineering 2025-08-22 | DeepSeek V3.1 is a unified hybrid reasoning open-weight model that powers agentic workflows—FP8 training, strong post-training for tool/function calling (non-thinking), Anthropic API support, and big SWE-Bench gains. In this video I unpack pricing and token efficiency, benchmark V3.1 vs R1 and Claude Sonnet 4, and show how to use it for coding agents without wasting tokens.LINKS:api-docs.deepseek.com/news/news250821huggingface.co/deepseek-ai/DeepSeek-V3.1Website: engineerprompt.aiRAG Beyond Basics Course:prompt-s-site.thinkific.com/courses/ragLet's Connect: 🦾 Discord: discord.com/invite/t4eYQRUcXB☕ Buy me a Coffee: ko-fi.com/promptengineering|🔴 Patreon: patreon.com/PromptEngineering💼Consulting: calendly.com/engineerprompt/consulting-call📧 Business Contact: engineerprompt@gmail.comBecome Member: http://tinyurl.com/y5h28s6h💻 Pre-configured localGPT VM: bit.ly/localGPT (use Code: PromptEngineering for 50% off). Signup for Newsletter, localgpt:https://tally.so/r/3y9bb000:00 DeepSeek V3.100:31 Hybrid Inference Model Explained01:04 Performance and Efficiency Improvements05:02 Token Efficiency and Cost Implications08:03 API and Hosting Considerations13:23 Testing
Finally! A Standard for AI Coding Agents (Agents.md Explained) Prompt Engineering 2025-08-20 | Agents.md is a simple, open standard to replace the mess of agent-specific rule files. In this video, I explain how agents.md works, how to add it to your repo (even mono-repos), migration tips, and which tools haven’t adopted it yet.LINKShttps://agents.md/github.com/openai/agents.mdhttps://x.com/romainhuet/status/1957924964105179455https://x.com/FactoryAI/status/1957926852020039767docs.anthropic.com/en/docs/claude-code/overviewhttps://x.com/shadcn/status/1955254151807635602modelcontextprotocol.io/docs/getting-started/introllmstxt.orgWebsite: engineerprompt.aiRAG Beyond Basics Course:prompt-s-site.thinkific.com/courses/ragLet's Connect: 🦾 Discord: discord.com/invite/t4eYQRUcXB☕ Buy me a Coffee: ko-fi.com/promptengineering|🔴 Patreon: patreon.com/PromptEngineering💼Consulting: calendly.com/engineerprompt/consulting-call📧 Business Contact: engineerprompt@gmail.comBecome Member: http://tinyurl.com/y5h28s6h💻 Pre-configured localGPT VM: bit.ly/localGPT (use Code: PromptEngineering for 50% off). Signup for Newsletter, localgpt:https://tally.so/r/3y9bb00:00 Why rule files are broken1:12 What is Agents.md3:05 Example file & structure5:02 Mono-repo / nested files6:30 Migration tips8:05 Who’s missing?9:10 Final advice
GPT-OSS Jailbreak with this Simple Trick Prompt Engineering 2025-08-15 | In this video, I show you how I managed to bypass GPT-OSS’s alignment with a single, simple tweak—no fine-tuning or complex hacks required. I walk through how the model’s prompt template works, why removing it changes its behavior, and share my own tests replicating this jailbreak. This is purely for educational purposes so you can understand how alignment works under the hood.LINKS:cookbook.openai.com/articles/openai-harmonygithub.com/RiddleHe/gpt-oss-alignment/tree/maintinyurl.com/mrmnr572huggingface.co/Qwen/Qwen3-0.6B-Basehttps://x.com/HeMuyu0327/status/1955828183867252786https://x.com/jxmnop/status/1955436067353502083Website: engineerprompt.aiRAG Beyond Basics Course:prompt-s-site.thinkific.com/courses/ragLet's Connect: 🦾 Discord: discord.com/invite/t4eYQRUcXB☕ Buy me a Coffee: ko-fi.com/promptengineering|🔴 Patreon: patreon.com/PromptEngineering💼Consulting: calendly.com/engineerprompt/consulting-call📧 Business Contact: engineerprompt@gmail.comBecome Member: http://tinyurl.com/y5h28s6h💻 Pre-configured localGPT VM: bit.ly/localGPT (use Code: PromptEngineering for 50% off). Signup for Newsletter, localgpt:https://tally.so/r/3y9bb000:00 GPT-OSS and Jailbreak00:40 Understanding Large Language Model Training01:51 Instruction Fine-Tuning and Prompt Templates04:10 Removing Alignment from GPT-OSS06:25 Practical Demonstration and Code Walkthrough11:02 What's Next
Not all models providers are equal Prompt Engineering 2025-08-14 | Deciphering GPT-OSS Performance: Why Inference Setup MattersWe explore the performance variability across different API providers and benchmark tests, highlighting significant discrepancies in speed, cost, and intelligence. artificialanalysis.ai/models/gpt-oss-120b/providers#evaluations https://x.com/ArtificialAnlys/status/1955102409044398415https://x.com/DKundel/status/1955035810388119820https://x.com/petergostev/status/1955764534490083813/photo/1https://x.com/ClementDelangue/status/1953119901649891367https://x.com/lmarena_ai/status/1955669431742587275cookbook.openai.com/articles/openai-harmonyhttps://x.com/ggerganov/status/1953137378232615031openrouter.ai/openai/gpt-oss-120b/providersWebsite: engineerprompt.aiRAG Beyond Basics Course:prompt-s-site.thinkific.com/courses/ragLet's Connect: 🦾 Discord: discord.com/invite/t4eYQRUcXB☕ Buy me a Coffee: ko-fi.com/promptengineering|🔴 Patreon: patreon.com/PromptEngineering💼Consulting: calendly.com/engineerprompt/consulting-call📧 Business Contact: engineerprompt@gmail.comBecome Member: http://tinyurl.com/y5h28s6h💻 Pre-configured localGPT VM: bit.ly/localGPT (use Code: PromptEngineering for 50% off). Signup for Newsletter, localgpt:https://tally.so/r/3y9bb000:00 Introduction to Inference Challenges00:47 Benchmarking API Providers03:40 Performance Variations Explained06:57 Local Hosting Solutions08:46 Conclusion and Final Thoughts
GPT-5: The Most Polarizing Model Prompt Engineering 2025-08-08 | In this video, I take a deep dive into GPT-5—beyond the hype—to look at both its impressive capabilities and some glaring issues, including the “chart crimes.” I break down the real benchmarks, hidden rate limits, router problems, and what OpenAI didn’t show in their launch. Despite the flaws, I’ll explain why GPT-5 still manages to impress me in key areas.LINKS:https://x.com/arcprize/status/1953508813182767321simonwillison.net/2025/Aug/7/gpt-5https://x.com/scaling01/status/1953626236124573880https://x.com/swyx/status/1953553659457155185https://x.com/sama/status/1953551377873117369platform.openai.com/docs/models/gpt-5openai.com/gpt-5Website: engineerprompt.aiRAG Beyond Basics Course:prompt-s-site.thinkific.com/courses/ragLet's Connect: 🦾 Discord: discord.com/invite/t4eYQRUcXB☕ Buy me a Coffee: ko-fi.com/promptengineering|🔴 Patreon: patreon.com/PromptEngineering💼Consulting: calendly.com/engineerprompt/consulting-call📧 Business Contact: engineerprompt@gmail.comBecome Member: http://tinyurl.com/y5h28s6h💻 Pre-configured localGPT VM: bit.ly/localGPT (use Code: PromptEngineering for 50% off). Signup for Newsletter, localgpt:https://tally.so/r/3y9bb0TIMESTAMPS:00:00 Introduction to GPT-5: The Hype and Reality00:19 Chart Crimes and Presentation Issues01:45 Rate Limits and Access Tiers03:12 System Card Insights and Benchmarks06:48 Real-World Performance and Cost Efficiency09:10 Price Comparison and Model Selection12:48 Testing GPT-5 on AGI Tasks
GPT-5 - A Good Coding Model? Prompt Engineering 2025-08-07 | Very first look at GPT-5 coding capabilities. This is the best coding model that OpenAI has released so far. GPT-5 is a next level model. @TheFeatureCrew Website: engineerprompt.aiRAG Beyond Basics Course:prompt-s-site.thinkific.com/courses/ragLet's Connect: 🦾 Discord: discord.com/invite/t4eYQRUcXB☕ Buy me a Coffee: ko-fi.com/promptengineering|🔴 Patreon: patreon.com/PromptEngineering💼Consulting: calendly.com/engineerprompt/consulting-call📧 Business Contact: engineerprompt@gmail.comBecome Member: http://tinyurl.com/y5h28s6h💻 Pre-configured localGPT VM: bit.ly/localGPT (use Code: PromptEngineering for 50% off). Signup for Newsletter, localgpt:https://tally.so/r/3y9bb0
OpenAI Finally Goes Open-Source: 120B & 20B Models Prompt Engineering 2025-08-05 | LINKS:openai.com/open-modelscookbook.openai.com/articles/gpt-oss/run-locally-ollamaopenai.com/index/introducing-gpt-ossgithub.com/openai/harmonygithub.com/openai/gpt-oss?tab=readme-ov-file#browser Website: engineerprompt.aiRAG Beyond Basics Course:prompt-s-site.thinkific.com/courses/ragLet's Connect: 🦾 Discord: discord.com/invite/t4eYQRUcXB☕ Buy me a Coffee: ko-fi.com/promptengineering|🔴 Patreon: patreon.com/PromptEngineering💼Consulting: calendly.com/engineerprompt/consulting-call📧 Business Contact: engineerprompt@gmail.comBecome Member: http://tinyurl.com/y5h28s6h💻 Pre-configured localGPT VM: bit.ly/localGPT (use Code: PromptEngineering for 50% off). Signup for Newsletter, localgpt:https://tally.so/r/3y9bb000:00 Introduction to OpenAI's New Models00:10 Model Specifications and Requirements00:31 Capabilities and Features01:10 Running the Models Locally01:21 Performance Benchmarks01:37 Safety and Ethical Considerations03:11 Technical Details and Training10:15 Community and Industry Collaboration13:09 Hands-On Testing15:05 Conclusion and Future Outlook
LangExtract: Turn Messy Text into Graph-RAG Insights Prompt Engineering 2025-08-04 | In this quick tutorial I show you how Google’s open-source LangExtract converts messy PDFs, HTML, and DOC files into clean knowledge graphs that plug straight into Retrieval-Augmented Generation (RAG) workflows. Watch me run entity- and relationship-extraction with a long-context LLM like Gemini, build custom schemas, and visualize everything in seconds. If you’re working on AI agents, vector databases, or search pipelines, this is the fastest way to make your data Graph-RAG ready.Website: developers.googleblog.com/en/introducing-langextract-a-gemini-powered-information-extraction-libraryGithub: github.com/google/langextractWebsite: engineerprompt.aiRAG Beyond Basics Course:prompt-s-site.thinkific.com/courses/ragLet's Connect: 🦾 Discord: discord.com/invite/t4eYQRUcXB☕ Buy me a Coffee: ko-fi.com/promptengineering|🔴 Patreon: patreon.com/PromptEngineering💼Consulting: calendly.com/engineerprompt/consulting-call📧 Business Contact: engineerprompt@gmail.comBecome Member: http://tinyurl.com/y5h28s6h💻 Pre-configured localGPT VM: bit.ly/localGPT (use Code: PromptEngineering for 50% off). Signup for Newsletter, localgpt:https://tally.so/r/3y9bb000:00 Introduction to Lang Extract00:39 Overview of Lang Extract Capabilities01:21 Setting Up Lang Extract03:03 Basic Example: Entity Extraction05:48 Advanced Example: Relationship Extraction10:02 Creating Knowledge Graphs11:29 Conclusion and Additional Resources
Horizon: OpenAI’s Secret Open-Weight Model? Prompt Engineering 2025-08-02 | We will look at Horizon Beta, the alleged Open Weight Model from OpenAI. Its blazing 140 TPS throughput, huge 256K-token context window, and leaked 120B/20B MoE specs.openrouter.ai/openrouter/horizon-betahttps://x.com/Yuchenj_UW/status/1951328626151952698https://x.com/apples_jimmy/status/1951180954208444758https://x.com/kevinsxu/status/1949522090916266346https://x.com/natolambert/status/1949547864851681356Website: engineerprompt.aiRAG Beyond Basics Course:prompt-s-site.thinkific.com/courses/ragLet's Connect: 🦾 Discord: discord.com/invite/t4eYQRUcXB☕ Buy me a Coffee: ko-fi.com/promptengineering|🔴 Patreon: patreon.com/PromptEngineering💼Consulting: calendly.com/engineerprompt/consulting-call📧 Business Contact: engineerprompt@gmail.comBecome Member: http://tinyurl.com/y5h28s6h💻 Pre-configured localGPT VM: bit.ly/localGPT (use Code: PromptEngineering for 50% off). Signup for Newsletter, localgpt:https://tally.so/r/3y9bb0
Gemini Deep Think: Built for the Hardest Problems Prompt Engineering 2025-08-01 | Gemini Deep Think is the model for the hardest and most challenging problems. A version of this recently won gold in IMO 2025. Thanks to the Google DeepMind, I had early access to the model and here I am sharing some of my thoughts on it. https://blog.google/products/gemini/gemini-2-5-deep-think/https://deepmind.google/discover/blog/advanced-version-of-gemini-with-deep-think-officially-achieves-gold-medal-standard-at-the-international-mathematical-olympiad/github.com/The-Pocket/PocketFlow#EarlyAccessWebsite: engineerprompt.aiRAG Beyond Basics Course:prompt-s-site.thinkific.com/courses/ragLet's Connect: 🦾 Discord: discord.com/invite/t4eYQRUcXB☕ Buy me a Coffee: ko-fi.com/promptengineering|🔴 Patreon: patreon.com/PromptEngineering💼Consulting: calendly.com/engineerprompt/consulting-call📧 Business Contact: engineerprompt@gmail.comBecome Member: http://tinyurl.com/y5h28s6h💻 Pre-configured localGPT VM: bit.ly/localGPT (use Code: PromptEngineering for 50% off). Signup for Newsletter, localgpt:https://tally.so/r/3y9bb0
I Built a Voice Agent that Handles my Daily Tasks Prompt Engineering 2025-07-31 | Start building with Deepgram with $200 in credit. This can fuel a voice agent for up to 50 hours." https://dpgr.am/promptengxdgDocs: developers.deepgram.com/docs/voice-agentStarter Apps: github.com/search?q=org%3Adeepgram-starters+topic%3Avoice-agent&type=repositoriesWebsite: engineerprompt.aiRAG Beyond Basics Course:prompt-s-site.thinkific.com/courses/ragLet's Connect: 🦾 Discord: discord.com/invite/t4eYQRUcXB☕ Buy me a Coffee: ko-fi.com/promptengineering|🔴 Patreon: patreon.com/PromptEngineering💼Consulting: calendly.com/engineerprompt/consulting-call📧 Business Contact: engineerprompt@gmail.comBecome Member: http://tinyurl.com/y5h28s6h💻 Pre-configured localGPT VM: bit.ly/localGPT (use Code: PromptEngineering for 50% off). Signup for Newsletter, localgpt:https://tally.so/r/3y9bb0
Master Claude Code Sub‑Agents in 10 Minutes Prompt Engineering 2025-07-29 | check out claude code: http://clau.de/promptengIn this video, you will learn about the new sub-agents feature in Claude Code. This addresses common issues related to context management and tool usagedocs.anthropic.com/en/docs/claude-code/sub-agents#key-benefitstinyurl.com/3eehwbtetinyurl.com/4c5h6zuxtinyurl.com/4xhf2xmstinyurl.com/287rn7kytinyurl.com/5wm3sty4@anthropicai #ClaudePartner Website: engineerprompt.aiRAG Beyond Basics Course:prompt-s-site.thinkific.com/courses/ragLet's Connect: 🦾 Discord: discord.com/invite/t4eYQRUcXB☕ Buy me a Coffee: ko-fi.com/promptengineering|🔴 Patreon: patreon.com/PromptEngineering💼Consulting: calendly.com/engineerprompt/consulting-call📧 Business Contact: engineerprompt@gmail.comBecome Member: http://tinyurl.com/y5h28s6h💻 Pre-configured localGPT VM: bit.ly/localGPT (use Code: PromptEngineering for 50% off). Signup for Newsletter, localgpt:https://tally.so/r/3y9bb0
Augment Code: Specs Driven Development For AI Coding Agents Prompt Engineering 2025-07-28 | Try Augment Code with Tasklist: augmentcode.comTired of “vibe coding” that feels magical—right up to the moment everything breaks? In this video I show how switching to Specs‑Driven Development (PRDs → task lists → AI agent execution) lets us build a fully local speech‑to‑text CLI that actually works, stays maintainable, and ships on‑time.Website: engineerprompt.aiRAG Beyond Basics Course:prompt-s-site.thinkific.com/courses/ragLet's Connect: 🦾 Discord: discord.com/invite/t4eYQRUcXB☕ Buy me a Coffee: ko-fi.com/promptengineering|🔴 Patreon: patreon.com/PromptEngineering💼Consulting: calendly.com/engineerprompt/consulting-call📧 Business Contact: engineerprompt@gmail.comBecome Member: http://tinyurl.com/y5h28s6h💻 Pre-configured localGPT VM: bit.ly/localGPT (use Code: PromptEngineering for 50% off). Signup for Newsletter, localgpt:https://tally.so/r/3y9bb0
NEW Qwen 3 Coder: Did the Benchmark Lie? Prompt Engineering 2025-07-23 | We are looking into Qwen 3 Coder, the first open weight model that is closer to Sonnet 4. qwenlm.github.io/blog/qwen3-codergithub.com/QwenLM/qwen-codeqwen.readthedocs.io/en/latesthuggingface.co/Qwen/collectionsarcprize.org/blog/analyzing-o3-with-arc-agihttps://x.com/JustinLin610/status/1947836526853034403Website: engineerprompt.aiRAG Beyond Basics Course:prompt-s-site.thinkific.com/courses/ragLet's Connect: 🦾 Discord: discord.com/invite/t4eYQRUcXB☕ Buy me a Coffee: ko-fi.com/promptengineering|🔴 Patreon: patreon.com/PromptEngineering💼Consulting: calendly.com/engineerprompt/consulting-call📧 Business Contact: engineerprompt@gmail.comBecome Member: http://tinyurl.com/y5h28s6h💻 Pre-configured localGPT VM: bit.ly/localGPT (use Code: PromptEngineering for 50% off). Signup for Newsletter, localgpt:https://tally.so/r/3y9bb000:00 Qwen Coder01:49 Size and Architecture02:57 How does it compare to Sonnet07:36 Examples and Demonstrations
NEW Qwen 3, Better than Kimi K2? Prompt Engineering 2025-07-22 | In this video, I compare the performance of two leading open weight AI models, Qwen3's latest non-reasoning model and KIMI K2, along with a few proprietary models, using the same set of prompts. We look at various benchmarks and real-world tasks, such as website creation, coding, physics simulation, and maze-solving, to see which model performs better. The results are surprising and insightful, especially in terms of reasoning capabilities and benchmark performance. Join me as we dive deep into this AI model showdown!Find the Feature Crew Youtube channel: @TheFeatureCrew Website: engineerprompt.aiRAG Beyond Basics Course:prompt-s-site.thinkific.com/courses/ragLet's Connect: 🦾 Discord: discord.com/invite/t4eYQRUcXB☕ Buy me a Coffee: ko-fi.com/promptengineering|🔴 Patreon: patreon.com/PromptEngineering💼Consulting: calendly.com/engineerprompt/consulting-call📧 Business Contact: engineerprompt@gmail.comBecome Member: http://tinyurl.com/y5h28s6h💻 Pre-configured localGPT VM: bit.ly/localGPT (use Code: PromptEngineering for 50% off). Signup for Newsletter, localgpt:https://tally.so/r/3y9bb0Qwen3 vs KIMI K2: AI Model Showdown00:00 Overview of Qwen3 and Kimi K200:54 Qwen3's Non-Reasoning Capabilities02:15 Coding Benchmarks and Comparisons03:35 Complex Task Performance06:46 Maze Solving and Reasoning Tests10:34 Final Thoughts on the models
ChatGPT Agent Is Here: Your All‑In‑One AI Worker? Prompt Engineering 2025-07-17 | Website: engineerprompt.aiRAG Beyond Basics Course:prompt-s-site.thinkific.com/courses/ragLet's Connect: 🦾 Discord: discord.com/invite/t4eYQRUcXB☕ Buy me a Coffee: ko-fi.com/promptengineering|🔴 Patreon: patreon.com/PromptEngineering💼Consulting: calendly.com/engineerprompt/consulting-call📧 Business Contact: engineerprompt@gmail.comBecome Member: http://tinyurl.com/y5h28s6h💻 Pre-configured localGPT VM: bit.ly/localGPT (use Code: PromptEngineering for 50% off). Signup for Newsletter, localgpt:https://tally.so/r/3y9bb0
Kimi K2 — The Deep Researcher Agent Prompt Engineering 2025-07-17 | Kimi-K2 is a great coding model but they also have a great Deep researcher tool that is SOTA on a number of key benchmarks. In this video we explore how it was trained and how it compares to the other Deep researchers. moonshotai.github.io/Kimi-Researchermoonshotai.github.io/Kimi-K2cognition.ai/blog/dont-build-multi-agents#a-theory-of-building-long-running-agentsanthropic.com/engineering/built-multi-agent-research-systemkimi.com/chat/d1rduifahd86o5c4h6sgkimi.com/preview/1981112a-6f41-87e6-bf31-807c600005bbWebsite: engineerprompt.aiRAG Beyond Basics Course:prompt-s-site.thinkific.com/courses/ragLet's Connect: 🦾 Discord: discord.com/invite/t4eYQRUcXB☕ Buy me a Coffee: ko-fi.com/promptengineering|🔴 Patreon: patreon.com/PromptEngineering💼Consulting: calendly.com/engineerprompt/consulting-call📧 Business Contact: engineerprompt@gmail.comBecome Member: http://tinyurl.com/y5h28s6h💻 Pre-configured localGPT VM: bit.ly/localGPT (use Code: PromptEngineering for 50% off). Signup for Newsletter, localgpt:https://tally.so/r/3y9bb000:00 Kimi Researcher00:55 Single vs Multi Agent02:04 Reinforcement Learning Approach02:57 Emergent Capabilities04:07 Context Management06:16 Comparison of Deep Research Tools07:15 Detailed Results from Various Tools09:16 Kimi's Unique Features
localGPT 2.0 - Building the Best Private RAG System Prompt Engineering 2025-07-15 | I am releasing the new version of localGPT as a preview. This has a ton of enhancements you will not find in other rank systems. Check out the repo: github.com/PromtEngineer/localGPT/tree/localgpt-v2Want to Deploy localGPT for your business: https://tally.so/r/wv6R2dVideos on Context Engineering:youtu.be/TvWhDZGzJiIyoutu.be/ioOHXt7wjhMWebsite: engineerprompt.aiRAG Beyond Basics Course:prompt-s-site.thinkific.com/courses/ragLet's Connect: 🦾 Discord: discord.com/invite/t4eYQRUcXB☕ Buy me a Coffee: ko-fi.com/promptengineering|🔴 Patreon: patreon.com/PromptEngineering💼Consulting: calendly.com/engineerprompt/consulting-call📧 Business Contact: engineerprompt@gmail.comBecome Member: http://tinyurl.com/y5h28s6h💻 Pre-configured localGPT VM: bit.ly/localGPT (use Code: PromptEngineering for 50% off). Signup for Newsletter, localgpt:https://tally.so/r/3y9bb000:00 LocalGPT - RAG 2.000:48 What is New in localGPT01:54 Creating and Managing Indices03:48 All about Retrieval16:59 Installation and Setup22:24 What''s coming next
Kimi K2 - The DeepSeek Moment for Agentic Coding? Prompt Engineering 2025-07-12 | KIMI K2 is the new State of the Art Open Weight Coding model. kimi.commoonshotai.github.io/Kimi-K2huggingface.co/collections/moonshotai/kimi-k2-6871243b990f2af5ba60617dhttps://x.com/Yuchenj_UW/status/1943721656276726142Website: engineerprompt.aiRAG Beyond Basics Course:prompt-s-site.thinkific.com/courses/ragLet's Connect: 🦾 Discord: discord.com/invite/t4eYQRUcXB☕ Buy me a Coffee: ko-fi.com/promptengineering|🔴 Patreon: patreon.com/PromptEngineering💼Consulting: calendly.com/engineerprompt/consulting-call📧 Business Contact: engineerprompt@gmail.comBecome Member: http://tinyurl.com/y5h28s6h💻 Pre-configured localGPT VM: bit.ly/localGPT (use Code: PromptEngineering for 50% off). Signup for Newsletter, localgpt:https://tally.so/r/3y9bb000:00 Introduction to Kimmi K200:27 Model Specifications and Availability01:42 Benchmark Performance04:33 Training Insights05:29 Token Efficiency and Optimizer06:15 Comparative Analysis with Other Models08:36 User Experience and Testing11:54 Licensing and Final Thoughts
Grok 4—Possibly the Most Powerful Model in the World? Prompt Engineering 2025-07-10 | XAI just released Grok 4, the most powerful model in the world. Website: engineerprompt.aiRAG Beyond Basics Course:prompt-s-site.thinkific.com/courses/ragLet's Connect: 🦾 Discord: discord.com/invite/t4eYQRUcXB☕ Buy me a Coffee: ko-fi.com/promptengineering|🔴 Patreon: patreon.com/PromptEngineering💼Consulting: calendly.com/engineerprompt/consulting-call📧 Business Contact: engineerprompt@gmail.comBecome Member: http://tinyurl.com/y5h28s6h💻 Pre-configured localGPT VM: bit.ly/localGPT (use Code: PromptEngineering for 50% off). Signup for Newsletter, localgpt:https://tally.so/r/3y9bb0
Secret Context Engineering Trick For RAG Prompt Engineering 2025-07-07 | I explain why re-ranking isn’t enough for RAG and show how sentence-level pruning strips out noisy tokens and cuts hallucinations. You’ll see the token savings, accuracy boost, and a quick setup you can drop into any retrieval pipeline. Try this swap and watch your RAG answers get sharper.Notebook: colab.research.google.com/drive/1sMVAivJ1pn-7iNnByEPF4aUlQPCt_s39?usp=sharinghuggingface.co/naver/provence-reranker-debertav3-v1huggingface.co/blog/nadiinchi/provencearxiv.org/pdf/2501.16214github.com/PromtEngineer/localGPTWebsite: engineerprompt.aiRAG Beyond Basics Course:prompt-s-site.thinkific.com/courses/ragLet's Connect: 🦾 Discord: discord.com/invite/t4eYQRUcXB☕ Buy me a Coffee: ko-fi.com/promptengineering|🔴 Patreon: patreon.com/PromptEngineering💼Consulting: calendly.com/engineerprompt/consulting-call📧 Business Contact: engineerprompt@gmail.comBecome Member: http://tinyurl.com/y5h28s6h💻 Pre-configured localGPT VM: bit.ly/localGPT (use Code: PromptEngineering for 50% off). Signup for Newsletter, localgpt:https://tally.so/r/3y9bb000:00 Introduction to Reducing Hallucination in RAG Systems01:07 Challenges with Traditional RAG Systems01:25 Practical Example: DeepSeek Paper03:21 Introducing the Pruning Phase04:36 Provence Model for Context Pruning06:37 Performance and Availability07:08 Demo and Practical Use08:51 Licensing and Future Prospects
Context Engineering is All You NEED! Prompt Engineering 2025-07-04 | I unpack context engineering—why everyone’s talking about it, how it differs from classic prompt engineering, and where it actually matters for long-context LLMs. We’ll cover the big failure modes (context poisoning, distraction, confusion, clash) and the simple fixes—RAG, pruning, summarizing, and quarantining—that keep your AI agents on track. Perfect if you’re building RAG pipelines or multi-tool agents and want cleaner prompts, fewer tokens, and better answers.LINKS:https://www.philschmid.de/context-engineeringblog.langchain.com/the-rise-of-context-engineeringhttps://x.com/tobi/status/1935533422589399127?ref=blog.langchain.comhttps://x.com/ankrgyl/status/1913766591910842619https://x.com/karpathy/status/1937902205765607626cognition.ai/blog/dont-build-multi-agents#applying-the-principlesdbreunig.com/2025/06/22/how-contexts-fail-and-how-to-fix-them.htmldbreunig.com/2025/06/26/how-to-fix-your-context.htmlgithub.com/humanlayer/12-factor-agents?ref=blog.langchain.comWebsite: engineerprompt.aiRAG Beyond Basics Course:prompt-s-site.thinkific.com/courses/ragLet's Connect: 🦾 Discord: discord.com/invite/t4eYQRUcXB☕ Buy me a Coffee: ko-fi.com/promptengineering|🔴 Patreon: patreon.com/PromptEngineering💼Consulting: calendly.com/engineerprompt/consulting-call📧 Business Contact: engineerprompt@gmail.comBecome Member: http://tinyurl.com/y5h28s6h💻 Pre-configured localGPT VM: bit.ly/localGPT (use Code: PromptEngineering for 50% off). Signup for Newsletter, localgpt:https://tally.so/r/3y9bb0TIMESTAMP:00:00 Introduction to Context Engineering00:41 Defining Context Engineering03:21 Context Engineering vs. Prompt Engineering04:23 Common Issues in Context Engineering11:03 Solutions for Effective Context Management14:50 Some Final Thoughts
The Only Embedding Model You Need for RAG Prompt Engineering 2025-07-02 | I walk you through a single, multimodal embedding model that handles text, images, tables —and even code —inside one vector space. In this short demo I show the install steps, run RAG retrieval benchmarks, and compare cost vs. traditional multi-model setups. If you’re building search or RAG pipelines, see how one all-in-one embedding can simplify your stack and boost accuracy.LINKS:Notebook: colab.research.google.com/drive/1TFK4KLqEnddmgyzgjO7oNNw7nZWsdR09#scrollTo=ktzbaWGoEO4fjina.ai/news/jina-embeddings-v4-universal-embeddings-for-multimodal-multilingual-retrievaljina.ai/news/late-chunking-in-long-context-embedding-modelshuggingface.co/blog/matryoshkacohere.com/blog/embed-4github.com/PromtEngineer/localGPT-Visionhuggingface.co/blog/manu/colpaliweaviate.io/developers/weaviate/tutorials/multi-vector-embeddingshttps://x.com/NVIDIAAIDev/status/1939777996522389683https://mteb-leaderboard.hf.space/?benchmark_name=VisualDocumentRetrievalhuggingface.co/nvidia/llama-nemoretriever-colembed-3b-v1/tree/mainbuild.nvidia.com/explore/retrievalRelevant Videos:youtu.be/Ilf26xjT5isyoutu.be/hhMXE9-JUAcyoutu.be/V1VOdoEFaDwyoutu.be/bQL-yok_0qwWebsite: engineerprompt.aiRAG Beyond Basics Course:prompt-s-site.thinkific.com/courses/ragLet's Connect: 🦾 Discord: discord.com/invite/t4eYQRUcXB☕ Buy me a Coffee: ko-fi.com/promptengineering|🔴 Patreon: patreon.com/PromptEngineering💼Consulting: calendly.com/engineerprompt/consulting-call📧 Business Contact: engineerprompt@gmail.comBecome Member: http://tinyurl.com/y5h28s6h💻 Pre-configured localGPT VM: bit.ly/localGPT (use Code: PromptEngineering for 50% off). Signup for Newsletter, localgpt:https://tally.so/r/3y9bb0
I Gave Devin A Real World Coding Task, Here’s How it Cooked! Prompt Engineering 2025-07-01 | Get $20 in free credits (devin.ai/pricing: select Core plan) with promo code: PROMPTENGINEERINGI put Devon AI, the “OG” coding agent, to the test by asking it to build a full RAG application straight from my GitHub repo. In this step-by-step demo I show the setup, how I assign tasks via issues, review Devon’s pull requests, and run the finished contextual-retrieval app. See how its confidence scores, junior-engineer workflow, and free-credit plan can speed up your own RAG projects.Website: engineerprompt.aiRAG Beyond Basics Course:prompt-s-site.thinkific.com/courses/ragLet's Connect: 🦾 Discord: discord.com/invite/t4eYQRUcXB☕ Buy me a Coffee: ko-fi.com/promptengineering|🔴 Patreon: patreon.com/PromptEngineering💼Consulting: calendly.com/engineerprompt/consulting-call📧 Business Contact: engineerprompt@gmail.comBecome Member: http://tinyurl.com/y5h28s6h💻 Pre-configured localGPT VM: bit.ly/localGPT (use Code: PromptEngineering for 50% off). Signup for Newsletter, localgpt:https://tally.so/r/3y9bb000:00 Getting Started with Devon: The AI Software Engineer00:55 Interacting with Devon via GitHub02:10 Devon's Unique Workflow and Features04:46 Integrating Devon with Linear and Jira08:07 Optimizing and Testing with Devon
Gemini CLI + ANY MCP Server — Step‑by‑Step Tutorial Prompt Engineering 2025-06-27 | To get started with BrightData get a $15 Credit with this link: brdta.com/engineerpromptIn this video, I show you exactly how to connect Gemini CLI to any MCP server step by step. I’ll walk you through the full setup so you can integrate Gemini into your own workflows easily. This is my go-to method whenever I build new AI tools using Gemini.1. Locate (or create) your Gemini CLI config# macOS/Linuxmkdir -p ~/.geminicode ~/.gemini/settings.json # or use your editor of choiceGithub: github.com/brightdata/brightdata-mcpWebsite: engineerprompt.aiRAG Beyond Basics Course:prompt-s-site.thinkific.com/courses/ragLet's Connect: 🦾 Discord: discord.com/invite/t4eYQRUcXB☕ Buy me a Coffee: ko-fi.com/promptengineering|🔴 Patreon: patreon.com/PromptEngineering💼Consulting: calendly.com/engineerprompt/consulting-call📧 Business Contact: engineerprompt@gmail.comBecome Member: http://tinyurl.com/y5h28s6h💻 Pre-configured localGPT VM: bit.ly/localGPT (use Code: PromptEngineering for 50% off). Signup for Newsletter, localgpt:https://tally.so/r/3y9bb0
Gemini CLI — Google’s Free Open-Source Coding Agent Prompt Engineering 2025-06-25 | I had early access to Gemini-CLI, which is a free and open source alternative to Claude Code. This is a powerful CLI based Agent that you can run for free from @Google Github Repo: github.com/google-gemini/gemini-cliBlogpost: https://blog.google/technology/developers/introducing-gemini-cli-open-source-ai-agent/Website: engineerprompt.aiRAG Beyond Basics Course:prompt-s-site.thinkific.com/courses/ragLet's Connect: 🦾 Discord: discord.com/invite/t4eYQRUcXB☕ Buy me a Coffee: ko-fi.com/promptengineering|🔴 Patreon: patreon.com/PromptEngineering💼Consulting: calendly.com/engineerprompt/consulting-call📧 Business Contact: engineerprompt@gmail.comBecome Member: http://tinyurl.com/y5h28s6h💻 Pre-configured localGPT VM: bit.ly/localGPT (use Code: PromptEngineering for 50% off). Signup for Newsletter, localgpt:https://tally.so/r/3y9bb000:00 Introduction to Gemini CLI01:06 Setting Up Gemini CLI02:32 Using Gemini CLI Commands04:55 Creating a Text-to-Image Web App05:40 Troubleshooting and Debugging10:05 Token Usage and Optimization11:29 Final Thoughts and Comparison
Warp: The CLI Agent That Could Replace Claude Code Prompt Engineering 2025-06-24 | Checkout Warp at https://go.warp.dev/promptengineering and use the promo code: PROMPTENGINEERING to get 1 month free of Warp Pro (First 1000 redemptions). Website: engineerprompt.aiRAG Beyond Basics Course:prompt-s-site.thinkific.com/courses/ragLet's Connect: 🦾 Discord: discord.com/invite/t4eYQRUcXB☕ Buy me a Coffee: ko-fi.com/promptengineering|🔴 Patreon: patreon.com/PromptEngineering💼Consulting: calendly.com/engineerprompt/consulting-call📧 Business Contact: engineerprompt@gmail.comBecome Member: http://tinyurl.com/y5h28s6h💻 Pre-configured localGPT VM: bit.ly/localGPT (use Code: PromptEngineering for 50% off). Signup for Newsletter, localgpt:https://tally.so/r/3y9bb000:00 Introduction to AI Coding Agents00:23 Warp: The New Agent Development Environment00:52 Exploring Warp's Interface and Features02:53 Practical Example: Implementing a New Feature with Warp04:14 Setting Up Local GPT with Warp08:07 Implementing Contextual Retrieval in Local GPT11:37 Final Thoughts on Warp
Rogue Agents — When AI Starts Blackmailing — New Study from Anthropic Prompt Engineering 2025-06-22 | I dug into Anthropic’s new “agentic misalignment” study and was shocked to see how many top-tier language models chose blackmail, espionage, or even letting a human die when their goals or existence were threatened. By walking you through the tightly constrained experiments—where models had only bad options—I explain why these unsettling behaviors emerged and what they mean for anyone giving AI real-world agency.anthropic.com/research/agentic-misalignmentopenai.com/index/emergent-misalignmentWebsite: engineerprompt.aiRAG Beyond Basics Course:prompt-s-site.thinkific.com/courses/ragLet's Connect: 🦾 Discord: discord.com/invite/t4eYQRUcXB☕ Buy me a Coffee: ko-fi.com/promptengineering|🔴 Patreon: patreon.com/PromptEngineering💼Consulting: calendly.com/engineerprompt/consulting-call📧 Business Contact: engineerprompt@gmail.comBecome Member: http://tinyurl.com/y5h28s6h💻 Pre-configured localGPT VM: bit.ly/localGPT (use Code: PromptEngineering for 50% off). Signup for Newsletter, localgpt:https://tally.so/r/3y9bb000:00 Agentic Misalignment00:55 Case Study: Claude's Blackmail Scenario01:55 Experimental Setup and Constraints05:15 Why this Happens? 11:12 What does this mean for Agents in Production?
LocalGPT 2.0: Turbo-Charging Private RAG Prompt Engineering 2025-06-20 | In this video, I will show you a preview of the new version of LocalGPT 2.0, my free, open-source tool that lets you chat with your files on your own computer—no internet or API keys needed. I walk through the new tricks I added, like smart query splits, better search, and a fast, private RAG pipeline built in plain Python. Watch to see how you can use LocalGPT 2.0 for quick, safe answers from your own documents.Github Repo: github.com/PromtEngineer/localGPTArchitectural diagrams:Ingestion: tinyurl.com/3tfdkcw7Retrieval: tinyurl.com/yxehbsjnWebsite: engineerprompt.aiRAG Beyond Basics Course:prompt-s-site.thinkific.com/courses/ragLet's Connect: 🦾 Discord: discord.com/invite/t4eYQRUcXB☕ Buy me a Coffee: ko-fi.com/promptengineering|🔴 Patreon: patreon.com/PromptEngineering💼Consulting: calendly.com/engineerprompt/consulting-call📧 Business Contact: engineerprompt@gmail.comBecome Member: http://tinyurl.com/y5h28s6h💻 Pre-configured localGPT VM: bit.ly/localGPT (use Code: PromptEngineering for 50% off). Signup for Newsletter, localgpt:https://tally.so/r/3y9bb0Timestamps:00:00 What's New in Local GPT01:23 Technical Deep Dive02:31 Architecture Overview03:12 Component Breakdown04:12 Indexing Process09:09 Retrieval Process14:01 Final Thoughts and Future Plans
Context Engineering for Building Better Agents Prompt Engineering 2025-06-16 | Last week, I reviewed two fascinating articles on building multi-agent systems. The first, from Anthropic, promotes a multi-agent approach, while the second, from Cognition Labs, argues against it. This video provides a concise summary of both perspectives, highlighting differing strategies for orchestrating complex tasks and the importance of contextual engineering in the process.Articles:anthropic.com/engineering/built-multi-agent-research-systemcognition.ai/blog/dont-build-multi-agents#principles-of-context-engineeringAgent Videos:youtu.be/oRNblZ-NMSw?si=54tJMSXvbzFnjbyWyoutu.be/Z8vTgJkwyA0?si=pZFf2cUXfw5tpLzpyoutu.be/JEERoZQbG9k?si=Uc3hX9VoaG3oDK2UWebsite: engineerprompt.aiRAG Beyond Basics Course:prompt-s-site.thinkific.com/courses/ragLet's Connect: 🦾 Discord: discord.com/invite/t4eYQRUcXB☕ Buy me a Coffee: ko-fi.com/promptengineering|🔴 Patreon: patreon.com/PromptEngineering💼Consulting: calendly.com/engineerprompt/consulting-call📧 Business Contact: engineerprompt@gmail.comBecome Member: http://tinyurl.com/y5h28s6h💻 Pre-configured localGPT VM: bit.ly/localGPT (use Code: PromptEngineering for 50% off). Signup for Newsletter, localgpt:https://tally.so/r/3y9bb0Timestamps:00:00 Who is Right? 01:40 Challenges in Multi-Agent Systems03:38 Sequential Execution Approach04:23 Context Engineering and Compression06:22 Anthropic's Multi-Agent System11:01 Practical Insights and Recommendations11:58 Prompt Engineering and Tool Design16:29 Evaluation and Metrics22:03 Deployment and Execution Strategies
AI Agents & The Future of Coding: A Conversation with a Googler Prompt Engineering 2025-06-09 | In this episode, we sit down with Karl, the leads the Cloud Product DevRel team at Google, to discuss the burgeoning role of AI agents in coding assistance and the evolving role of developers. We delve into Google's latest innovations in AI, particularly the Agent Development Kit (ADK), and talk about the practical applications and future of AI agents in helping developers build scalable solutions. We also explore the balance between AI automation and human input in development, and the new tools Google is providing to facilitate this synergy. Tune in to hear insights on the future of software development in the AI era.Learn more about Google for Developers: https://goo.gle/4kH6RLIWebsite: engineerprompt.aiRAG Beyond Basics Course:prompt-s-site.thinkific.com/courses/ragLet's Connect: 🦾 Discord: discord.com/invite/t4eYQRUcXB☕ Buy me a Coffee: ko-fi.com/promptengineering|🔴 Patreon: patreon.com/PromptEngineering💼Consulting: calendly.com/engineerprompt/consulting-call📧 Business Contact: engineerprompt@gmail.comBecome Member: http://tinyurl.com/y5h28s6h💻 Pre-configured localGPT VM: bit.ly/localGPT (use Code: PromptEngineering for 50% off). Signup for Newsletter, localgpt:https://tally.so/r/3y9bb000:00 Introduction and Episode Overview00:42 Discussion on AI Agents02:02 Evolution of AI Agents and Development Kits04:38 User Interface and Developer Experience05:32 Challenges and Opportunities with AI Agents08:22 Future of Coding with AI Assistance15:10 Google's AI Ecosystem and Developer Support20:06 Evolving Role of Developers
Gemini 2.5 Pro Beats O3 — Big Drops from ElevenLabs & Qwen Prompt Engineering 2025-06-06 | In this video, we’ll take a look at how Gemini 2.5 Pro compares to OpenAI’s GPT-4o (O3) across multiple benchmarks, highlighting real-world use cases and performance. I’ll also cover major new releases from ElevenLabs and Qwen3, showing how these updates impact voice cloning and LLM capabilities. If you’re following the latest breakthroughs in AI, multimodal models, and speech tech, this roundup is packed with insights.LINKS:aistudio.google.comhttps://x.com/GoogleDeepMind/status/1930656247692325155/photo/1https://x.com/elevenlabsio/status/1930689774278570003elevenlabs.io/v3https://x.com/Alibaba_Qwen/status/1930648422778118246qwenlm.github.io/blog/qwen3-embeddinghttps://x.com/OfficialLoganK/status/1930657743251349854https://aider.chat/docs/leaderboards/Website: engineerprompt.aiRAG Beyond Basics Course:prompt-s-site.thinkific.com/courses/ragLet's Connect: 🦾 Discord: discord.com/invite/t4eYQRUcXB☕ Buy me a Coffee: ko-fi.com/promptengineering|🔴 Patreon: patreon.com/PromptEngineering💼Consulting: calendly.com/engineerprompt/consulting-call📧 Business Contact: engineerprompt@gmail.comBecome Member: http://tinyurl.com/y5h28s6h💻 Pre-configured localGPT VM: bit.ly/localGPT (use Code: PromptEngineering for 50% off). Signup for Newsletter, localgpt:https://tally.so/r/3y9bb000:00 Introduction to Major Releases00:42 Gemini 2.5 Pro: A Deep Dive07:49 Elevanlabs V3 Text-to-Speech Breakthrough09:10 Qwen's Latest RAG Models
