Langflow Custom Components 101: Boost Your Chunking Process for Agentic RAG скачать в хорошем качестве

Langflow Custom Components 101: Boost Your Chunking Process for Agentic RAG

Langflow empowers you to implement custom logic by creating new components or enhancing existing ones, tailored to your application's needs. In this video, we’ll guide you through the essential parts of a component and show you how to create your own for optimal functionality. Here's what you'll learn: What Components Are: Understand the building blocks of Langflow. Ingestion PDF Flow: See how to process and manage PDF data efficiently. Adding Dynamic Metadata to Chunks: Learn to enrich your data dynamically. Deriving New Metadata: Unlock insights by generating meaningful metadata. Enhancing Chunk Management on Astra DB: Boost performance with better data handling strategies. Whether you're building from scratch or optimizing existing components, this video will give you the tools to elevate your application’s data management capabilities! Code and flow available at: https://github.com/smatiolids/airline... 00:00 Custom components on Langflow 00:58 What are components? 01:17 Inputs 01:50 Output Method 02:40 Ingestion flow and static metadata 04:00 Dynamic metadata with custom component 06:20 Derive metadata values 08:10 Loading chunks into Astra DB 10:30 Edit component to overwrite chunks 13:30 Saving the custom component