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슬라이드 3장10:37EN
Matthew Berman· 2023년 11월 17일Testing DeepSeek Coder on Forms, Bugs and a Snake GameMatthew Berman · Forward FutureMatthew Berman puts the 2023 coding model through a small hands-on rubric, from JSON and unit tests to a playable game.Software engineering개발 워크플로와 테스트Open-weight models+1
슬라이드 3장13:43EN
Matthew Berman· 2023년 11월 9일PrivateGPT 2.0: A 2023 Guide to Local Document Chat and Its RoadmapMatthew Berman, Iván Martínez · Forward FutureMatthew Berman demonstrates the 2023 PrivateGPT local setup, document ingestion and API, then speaks with project creator Iván Martínez about privacy and planned features.RAG와 지식Local inferencePrivacy & data governance+2
슬라이드 6장38:07EN
Matthew Berman· 2023년 10월 26일AutoGen Advanced Tutorial: Configuration, Memory, Retrieval and ToolsMatthew Berman · Forward FutureMatthew Berman walks through the 2023 AutoGen interface for multi-agent configuration, caching, retrieval, teachable memory and function calls.에이전트 엔지니어링Agent orchestration검색 증강 생성(RAG)+2
슬라이드 3장7:32EN
Matthew Berman· 2023년 10월 4일MageGPT Generates a Wasp To-Do App: A 2023 DemonstrationMatthew Berman · Forward FutureMatthew Berman uses a Wasp-sponsored app generator to build, run and deploy a basic full-stack to-do app.코딩 에이전트Software engineering개발 워크플로와 테스트
슬라이드 4장9:59EN
Matthew Berman· 2023년 9월 7일Open Interpreter: A 2023 Local Code-Execution WalkthroughMatthew Berman · Forward FutureMatthew Berman installs Open Interpreter, analyzes local files with GPT-4 and tries a local Code Llama setup, with mixed results.코딩 에이전트Local inference개발 워크플로와 테스트+2
슬라이드 3장7:05EN
Matthew Berman· 2023년 7월 2일Aider’s Early Coding Assistant: Snake and an Existing Rails ProjectMatthew Berman · Forward FutureMatthew Berman demonstrates the terminal tool’s 2023 workflow, from generating and iterating on a game to proposing a dependency change in a repository.코딩 에이전트개발 워크플로와 테스트Software engineering+1
슬라이드 4장6:26EN
Matthew Berman· 2023년 6월 14일Installing and Trying GPT-Engineer: A 2023 Snake Game WalkthroughMatthew Berman · Forward FutureMatthew Berman demonstrates the early project-generation workflow, from a Conda environment and prompt to clarification questions and generated Python files.코딩 에이전트개발 워크플로와 테스트Software engineering
슬라이드 2장7:51EN
Matthew Berman· 2023년 5월 30일Running Guanaco 65B on a Cloud GPU with Runpod and Text Generation Web UIMatthew Berman · Forward FutureMatthew Berman demonstrates a 2023 workflow for renting a GPU, loading a quantized model and generating text. Model requirements, pricing and interfaces depend on the chosen version.Local inference인프라와 배포Open-weight models+2
슬라이드 5장5:11EN
Matthew Berman· 2023년 5월 15일Installing PrivateGPT to Ask Questions About Local Documents: A 2023 WalkthroughMatthew Berman · Forward FutureMatthew Berman demonstrates the original PrivateGPT setup, from cloning the repository and downloading models to ingesting files and querying them locally.RAG와 지식Local inferenceDocument understanding & OCR+2
슬라이드 3장5:08EN
Matthew Berman· 2023년 4월 3일Chatting with a PDF in Colab Using LangChain and a Vector IndexMatthew Berman · Forward FutureMatthew Berman demonstrates a 2023 PDF question-answering notebook; its retrieval workflow does not fine-tune model weights and its revenue example is incorrect.검색 증강 생성(RAG)Document understanding & OCR개발 워크플로와 테스트+1
슬라이드 3장7:48EN
Matthew Berman· 2023년 4월 1일Using ChatGPT - Genie AI in VS Code to Explain, Refactor and Test Rails CodeMatthew Berman · Forward FutureMatthew Berman demonstrates a 2023 VS Code extension on a Ruby on Rails project and examines the limits of its code context.Developer productivitySoftware engineeringCode review & verification+1
슬라이드 5장17:06EN
Matthew Berman· 2023년 3월 11일A 2023 Walkthrough of the ChatGPT API and a Python Naming AppMatthew Berman · Forward FutureMatthew Berman explains the GPT-3.5 Turbo launch, tokens and temperature, then runs an older DaVinci-based Flask example.개발 워크플로와 테스트Foundation ModelsPrompt optimization+2