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スライド 4 枚57:55EN
Matthew Berman· 2024年8月12日A First AI Livestream: Model Rumors, RAG, Agents, and Audience QuestionsMatthew Berman · Forward FutureMatthew Berman tests a livestream in August 2024 and answers viewers’ questions about AI tools, model evaluation, company knowledge, and future agents.AI agents検索拡張生成(RAG)評価(Evals)+2
スライド 6 枚14:30EN
Matthew Berman· 2024年7月3日Retrieval-Augmented Generation: External Knowledge, Embeddings and SearchMatthew Berman · Forward FutureMatthew Berman introduces RAG using customer-service, company-document and automotive-manual examples, then explains vector retrieval and agents.検索拡張生成(RAG)EmbeddingsSearch & retrieval+1
スライド 3 枚12:15EN
Matthew Berman· 2023年11月21日Build a Video-Transcript Chatbot with MindStudioMatthew Berman · Forward FutureIn a sponsored 2023 tutorial, Matthew Berman builds a no-code retrieval workflow that answers questions about one of his videos.検索拡張生成(RAG)Workflow automationAI agents
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 6 枚9:55EN
Matthew Berman· 2023年7月14日Building AI Characters With the a16z Companion AppMatthew Berman · Forward FutureMatthew Berman walks through a 2023 starter project for conversational characters, from service configuration and embeddings to editing a companion’s personality.AI agentsSoftware engineering検索拡張生成(RAG)+1
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