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A brief overview of a Visual Odometry proof-of-concept developed during the Rebooting State Capacity hackathon, addressing challenges in GPS-denied drone navigation.
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A comprehensive journey through building 5 production-ready LLM applications - from news summarization to autonomous research agents. Learn how I implemented modern AI systems using LangChain, OpenAI, and best practices from Building LLMs for Production.- Published on
Create an autonomous AI research agent using the ReAct pattern. Learn how to build agents that use tools, conduct multi-step research, and generate comprehensive reports with citations.- Published on
Complete guide to building a production-ready Retrieval-Augmented Generation (RAG) system with hybrid search, automatic evaluation using RAGAS, and advanced query optimization techniques.- Published on
Build a production-ready YouTube video summarizer using OpenAI Whisper for transcription and GPT-4 for multi-level summarization. Learn about audio processing, timestamp generation, and CLI/API design.
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