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3 Folien27:32EN
Matthew Berman· 12. März 2025OpenAI’s Responses API and Agents SDK: A Launch WalkthroughMatthew Berman · Forward FutureMatthew Berman reacts to a launch demonstration of web and file search, computer use, agent handoffs and tracing.Agent EngineeringAgentenMCP & Tools+1
4 Folien57:55EN
Matthew Berman· 12. Aug. 2024A 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 agentsRetrieval-Augmented GenerationEvals+2
6 Folien14:30EN
Matthew Berman· 3. Juli 2024Retrieval-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.Retrieval-Augmented GenerationEmbeddingsSearch & retrieval+1
3 Folien12:15EN
Matthew Berman· 21. Nov. 2023Build 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.Retrieval-Augmented GenerationWorkflow automationAI agents
6 Folien38:07EN
Matthew Berman· 26. Okt. 2023AutoGen 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.Agent EngineeringAgent orchestrationRetrieval-Augmented Generation+2
4 Folien32:14EN
Matthew Berman· 20. Okt. 2023MemGPT: Managing LLM Memory Beyond a Fixed Context WindowMatthew Berman, Charles Packer, Vivian Fang · Forward FutureMatthew Berman reviews the 2023 research, demonstrates document retrieval and hears from authors Charles Packer and Vivian Fang about their plans.Agent memoryContext EngineeringRetrieval-Augmented Generation+2
6 Folien9:55EN
Matthew Berman· 14. Juli 2023Building 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 engineeringRetrieval-Augmented Generation+1
5 Folien59:36EN
Matthew Berman· 27. Juni 2023Pascal Pfeiffer on Retrieval, Open Models, Kaggle and Fine-Tuning with H2O LLM StudioMatthew Berman, Pascal Pfeiffer · Forward FutureIn a 2023 interview, H2O.ai’s Pascal Pfeiffer explains document retrieval and parameter-efficient fine-tuning, reflects on Kaggle competitions and demonstrates LLM Studio. He and Matthew Berman also consider coding assistants and unverified rumors about model architecture.Fine-TuningRetrieval-Augmented GenerationOpen-weight models+2