| Plan-Then-Present Prompt | The Build - LangChain Open Deep Research | Frameworks | Architecture | - | 6/28/2025 | Cameron proposes that the initial assistant prompt should include a directive to create a plan before presenting it. |
| System Section Architecture | The Build - LangChain Open Deep Research | Frameworks | Architecture | - | 6/28/2025 | Covers the architecture of different sections within the system to illustrate overall design |
| Input-Adaptive Process | The Build - LangChain Open Deep Research | Frameworks | Architecture | - | 6/28/2025 | Describes how the system interprets user input and adjusts its processing accordingly |
| Supervisor-Tool Relationship | The Build - LangChain Open Deep Research | Frameworks | AI Development | - | 6/28/2025 | Explains the relationship between the supervisor component and various tools, showcasing their functionalities |
| Client App Workflow | The Build - LangChain Open Deep Research | Frameworks | Architecture | - | 6/28/2025 | Presents a typical client application workflow in a practical context demonstration |
| Multi-Agent Workflow Introduction | The Build - LangChain Open Deep Research | Frameworks | Architecture | - | 6/28/2025 | Introduces a multi-agent workflow to address the system's inability to recall previous data |
| Auto Report Regeneration | The Build - LangChain Open Deep Research | Frameworks | Architecture | - | 6/28/2025 | System can regenerate the report on demand to accommodate updates or corrections |
| Report Plan Workflow | The Build - LangChain Open Deep Research | Frameworks | Architecture | - | 6/28/2025 | Introduces a structured workflow process that starts with generating the report plan |
| Structured Output Retries | The Build - LangChain Open Deep Research | Frameworks | Architecture | - | 6/28/2025 | You can set the maximum number of structured output retries to automatically reattempt on errors. |
| Planner Feature Usage | The Build - LangChain Open Deep Research | Frameworks | AI Development | - | 6/28/2025 | A Planner feature is available to structure and manage complex workflows within the tool. |
| User Clarification Feature | The Build - LangChain Open Deep Research | Frameworks | Architecture | - | 6/28/2025 | The tool can prompt users with yes/no clarification questions to disambiguate content sections. |
| Answer Engine Optimization | The Build - LangChain Open Deep Research | Frameworks | Performance | - | 6/28/2025 | They highlighted an answer engine optimization presentation as a key strategy for improving response relevance. |
| Search Provider Configuration | The Build - LangChain Open Deep Research | Frameworks | Database | - | 6/28/2025 | The GUI allows configuration of any search provider for flexible query handling. |
| Data Conversion Chain | The Build - LangChain Open Deep Research | Frameworks | AI Development | - | 6/28/2025 | LangChain converts data into a specific form first using an underlying chain to capture thinking traces. |
| Train Ticket Test | The Build - OpenAI Customer Service Agent Demo | Frameworks | AI Development | - | 6/28/2025 | Tom suggests asking the system to book a train ticket to evaluate its nuance and relevance in handling requests. |
| Guardrail Checkpoint Question | The Build - OpenAI Customer Service Agent Demo | Frameworks | AI Development | - | 6/28/2025 | The guardrail checkpoint works by simply asking, "Is this relevant?", despite its apparent complexity. |
| Triage Supervisor Model | The Build - OpenAI Customer Service Agent Demo | Frameworks | AI Development | - | 6/28/2025 | The triage agent functions like a supervisor, organizing the flow of inquiries more effectively than a chaotic pattern. |
| Separation of Guardrails | EP 5 - The Build - Agent Architectures: The Next Frontier in AI | Frameworks | AI Development | - | 6/27/2025 | The method involves structuring the application by separating guardrails to clarify the agents’ thought processes. |
| Nuance in Relevance | EP 5 - The Build - Agent Architectures: The Next Frontier in AI | Frameworks | AI Development | - | 6/27/2025 | Proposing nuanced requests such as booking a train ticket to evaluate nuanced relevancy guardrails. |
| Jailbreak Guardrail Test | EP 5 - The Build - Agent Architectures: The Next Frontier in AI | Frameworks | AI Development | - | 6/27/2025 | Triggering the jailbreak guardrail with prompts like "Are you doing?" to detect and block system bypass attempts. |
