LangSmith-Qwen3-Neo4J Integration EP - 9 - AI Exec Orders, Qwen 3 Coder, JSON Veo3 Demo and Graph RAG Deep Dive with Neo4J Business Ideas AI Development - 7/25/2025 Build advanced AI applications by integrating LangSmith with Qwen 3 models and Neo4J graph database for enhanced retrieval and orchestration. Show more JSON Veo3 Data Tool EP - 9 - AI Exec Orders, Qwen 3 Coder, JSON Veo3 Demo and Graph RAG Deep Dive with Neo4J Business Ideas AI Development - 7/25/2025 Use JSON Veo3 as a specialized tool for streamlined data handling and rapid application development in AI workflows. Searchable Video Chapters EP - 9 - AI Exec Orders, Qwen 3 Coder, JSON Veo3 Demo and Graph RAG Deep Dive with Neo4J Business Ideas AI Development - 7/25/2025 Offer an AI service that processes videos into searchable, chaptered segments with summaries to serve how-to and instructional markets. Show more Scalability Concerns EP - 9 - AI Exec Orders, Qwen 3 Coder, JSON Veo3 Demo and Graph RAG Deep Dive with Neo4J Opinions AI Development - 7/25/2025 Highlight the infrastructure challenges of processing billions of minutes of media daily and the need for scalable AI pipelines. Show more Video Chapters as Search EP - 9 - AI Exec Orders, Qwen 3 Coder, JSON Veo3 Demo and Graph RAG Deep Dive with Neo4J Opinions AI Development - 7/25/2025 Compare AI-powered chunking of videos into chapters with Google’s approach to enhance user search for specific how-to content within long videos. Show more Segment vs Episode Summary EP - 9 - AI Exec Orders, Qwen 3 Coder, JSON Veo3 Demo and Graph RAG Deep Dive with Neo4J Opinions AI Development - 7/25/2025 Advocate for generating summaries for each segment rather than one summary for the entire episode to produce richer metadata and finer-grained insights. Show more Duplicate Detection Pipeline EP - 9 - AI Exec Orders, Qwen 3 Coder, JSON Veo3 Demo and Graph RAG Deep Dive with Neo4J Frameworks AI Development - 7/25/2025 Implement a deduplication process in production to prevent redundant processing when scaling to dozens of multi-hour videos in AI data management systems. Show more Video Chunking Workflow EP - 9 - AI Exec Orders, Qwen 3 Coder, JSON Veo3 Demo and Graph RAG Deep Dive with Neo4J Frameworks AI Development - 7/25/2025 Chunk YouTube videos into chapters and generate per-chapter summaries as metadata to enable efficient search and retrieval in a production AI pipeline. Show more Graph RAG with Neo4J EP - 9 - AI Exec Orders, Qwen 3 Coder, JSON Veo3 Demo and Graph RAG Deep Dive with Neo4J Frameworks AI Development - 7/25/2025 Leverage Graph Retrieval-Augmented Generation using Neo4J to build AI systems that combine graph database queries with language model retrieval for domain-specific insights. Show more Universal Video Download EP - 9 - AI Exec Orders, Qwen 3 Coder, JSON Veo3 Demo and Graph RAG Deep Dive with Neo4J Products AI Development AI Service 7/25/2025 Tom Spencer notes that YT-DLP can fetch any publicly available YouTube video, handling unlisted or private content limitations. Show more YT-DLP Video Downloader EP - 9 - AI Exec Orders, Qwen 3 Coder, JSON Veo3 Demo and Graph RAG Deep Dive with Neo4J Products Frontend Development 7/25/2025 Cameron Rohn recommends the open-source YT-DLP package for downloading YouTube videos without requiring an API key unless accessing restricted content. Show more Embedding Process Patterns EP - 9 - AI Exec Orders, Qwen 3 Coder, JSON Veo3 Demo and Graph RAG Deep Dive with Neo4J Frameworks Architecture - 7/25/2025 Tom Spencer outlines a high-level overview of the embedding process showing conceptual similarities across different notebook implementations to standardize embedding workflows. Show more Vault Embedding Demo EP - 9 - AI Exec Orders, Qwen 3 Coder, JSON Veo3 Demo and Graph RAG Deep Dive with Neo4J Frameworks Architecture - 7/25/2025 Cameron Rohn demonstrates using embeddings from the vault within a Jupyter notebook to integrate vector embeddings into your data processing workflow. Show more Document All Dependencies EP - 9 - AI Exec Orders, Qwen 3 Coder, JSON Veo3 Demo and Graph RAG Deep Dive with Neo4J Frameworks AI Development - 7/25/2025 Tom Spencer warns that forgetting to include pre-installed packages like Pandas in requirements files can lead to deployment failures due to missing dependencies. Show more Notebook Debugging Struggles EP - 9 - AI Exec Orders, Qwen 3 Coder, JSON Veo3 Demo and Graph RAG Deep Dive with Neo4J Stories - - 7/25/2025 Cameron Rohn often encounters unexpected breaks in Jupyter notebooks, making root-cause analysis and error resolution time-consuming. Show more Jupyter Notebooks for Demos EP - 9 - AI Exec Orders, Qwen 3 Coder, JSON Veo3 Demo and Graph RAG Deep Dive with Neo4J Frameworks AI Development - 7/25/2025 Tom Spencer uses two Jupyter notebooks to illustrate AI concepts effectively, even though he personally is not fond of notebooks. Show more Share Code on GitHub EP - 9 - AI Exec Orders, Qwen 3 Coder, JSON Veo3 Demo and Graph RAG Deep Dive with Neo4J Business Ideas Frontend - 7/25/2025 Cameron Rohn suggests publishing project resources and code examples on the Build podcast's GitHub account to promote transparency and community engagement. Show more Specialized Retrieval Agents EP - 9 - AI Exec Orders, Qwen 3 Coder, JSON Veo3 Demo and Graph RAG Deep Dive with Neo4J Frameworks AI Development - 7/25/2025 They plan to evolve a basic retrieval agent into a specialized tool by adding multiple agents for expanded functionality and domain-specific tasks. Show more LangChain Social Media Agent EP - 9 - AI Exec Orders, Qwen 3 Coder, JSON Veo3 Demo and Graph RAG Deep Dive with Neo4J Frameworks AI Development - 7/25/2025 The roadmap includes deploying a LangChain-based social media ambient agent to automate social media interactions and content monitoring. Show more Instant Client Data Tool EP - 9 - AI Exec Orders, Qwen 3 Coder, JSON Veo3 Demo and Graph RAG Deep Dive with Neo4J Products Frontend Development 7/25/2025 Cameron Rohn highlights a new tool built for instant access to client info, service tickets, and account data to streamline support workflows. Show more 