No-Code AI Assistant in No Time with Unstructured Platform, AstraDB, and Langflow
Blog post from Unstructured
Unstructured Platform offers an efficient solution for preprocessing unstructured data, such as documents and emails, to make it RAG-ready, simplifying the integration of these data types into retrieval systems. The platform enables users to connect to various data sources, preprocess the data, and upload the results to a database like AstraDB, which can then be used in RAG applications. Users can start by signing up for a free trial and use the platform's no-code UI to set up source and destination connectors, such as Amazon S3 buckets for storing data and AstraDB for retrieval. The tutorial guides users in creating workflows for data processing, transforming documents into manageable chunks with vector embeddings, and ultimately building a custom RAG application using Langflow and OpenAI's API. This setup allows users to chat with their data, facilitating the development of AI-driven data retrieval systems without the need for coding expertise.