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Examples

We have curated a few examples to help you get started with Motia.

Sentiment Analysis

Sometimes you don't just want a simple “prompt => response.” Instead, you want the LLM to decide how to proceed A real-world example of a sentiment analysis flow


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RAG Agent using Docling and Weaviate

An LLM chat-like question-answering system with RAG (Retrieval-Augmented Generation) to provide accurate answers from PDF documents. The system leverages Docling to parse and intelligently chunk PDF documents, Weaviate as a vector database to store vectorized chunks, and OpenAI for embeddings and text generation.

Dynamic Sentiment Analysis

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