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36 件
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スライド 3 枚10:37EN
Matthew Berman· 2023年11月17日Testing 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 engineering開発ワークフローとテストOpen-weight models+1
スライド 3 枚13:43EN
Matthew Berman· 2023年11月9日PrivateGPT 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.RAG とナレッジLocal inferencePrivacy & data governance+2
スライド 6 枚38:07EN
Matthew Berman· 2023年10月26日AutoGen 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.エージェント工学Agent orchestration検索拡張生成(RAG)+2
スライド 3 枚7:32EN
Matthew Berman· 2023年10月4日MageGPT 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.コーディングエージェントSoftware engineering開発ワークフローとテスト
スライド 4 枚9:59EN
Matthew Berman· 2023年9月7日Open 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.コーディングエージェントLocal inference開発ワークフローとテスト+2
スライド 3 枚7:05EN
Matthew Berman· 2023年7月2日Aider’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.コーディングエージェント開発ワークフローとテストSoftware engineering+1
スライド 4 枚6:26EN
Matthew Berman· 2023年6月14日Installing 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.コーディングエージェント開発ワークフローとテストSoftware engineering
スライド 2 枚7:51EN
Matthew Berman· 2023年5月30日Running 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 inferenceインフラとデプロイOpen-weight models+2
スライド 5 枚5:11EN
Matthew Berman· 2023年5月15日Installing 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.RAG とナレッジLocal inferenceDocument understanding & OCR+2
スライド 3 枚5:08EN
Matthew Berman· 2023年4月3日Chatting 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.検索拡張生成(RAG)Document understanding & OCR開発ワークフローとテスト+1
スライド 3 枚7:48EN
Matthew Berman· 2023年4月1日Using 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
スライド 5 枚17:06EN
Matthew Berman· 2023年3月11日A 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.開発ワークフローとテストFoundation ModelsPrompt optimization+2