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Cover image for Developed a production-grade Retrieval-Augmented Generation
Developed a production-grade Retrieval-Augmented Generation (RAG) system specifically designed to automate the analysis of complex Environmental, Social, and Governance (ESG) reports. This tool bridges the gap between static LLMs and the dynamic, data-heavy requirements of legal and sustainability compliance. [1 (https://www.youtube.com/watch?v=wkYPcMtwlN8)] Key Features & Capabilities Intelligent Document Processing: Automatically handles large, unstructured PDF/Word ESG reports, extracting critical clauses and metrics in seconds. Fact-Grounded Q&A: Uses a RAG architecture to ensure all answers are strictly based on the uploaded documents, virtually eliminating AI hallucinations. Compliance Mapping: Cross-references internal company data with global frameworks like CSRD, GRI, and TCFD to identify gaps or inconsistencies. Audit-Ready Traceability: Every insight generated includes direct citations and excerpts from the source files, providing a clear "paper trail" for legal teams. Automated Drafting: Capability to draft legal summaries, notices, or internal policy updates based on analyzed ESG risks Note: The 'Slaughter and May' branding in the sidebar is for UI/UX demonstration purposes only, showcasing how the tool integrates into a top-tier law firm's environment. #AI #RAG #LegalTech #ESG #Python #LangChain
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Cover image for Most portfolio websites are dead.
Most portfolio websites are dead. 💀 Mine talks back. Instead of clicking through menus, visitors just tell my AI what they want — and it drives the entire site autonomously. Here's what it does in real time: 🟢 Scrolls to the right section on command 🟢 Mounts specific project components instantly 🟢 Captures leads — zero contact forms needed No buttons. No navigation bars. Just language. This is Generative UI. And I think it's what every e-commerce store and SaaS product will look like in 2 years. We keep building chatbots that spit out text. But the real unlock is giving AI control over the UI itself. Human language replacing the mouse click — that's the shift. 🔗 Live site in the comments. Go boss the AI around. What would YOU build if your UI responded to language instead of clicks? Drop it below 👇
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