“Streaming facilitates a many-to-one relationship, allowing AI/ML services to listen to messages from various other services and train models accordingly. Commonstock already leverages this capability in its recommendation engine to deliver relevant content to its users.”
Astra Streaming
Real-Time data pipelines and Vector Embeddings for Generative AI
Increase the accuracy and relevance of LLMs, Chatbots and AI Agents with your most recent, most relevant data, delivered instantly.
Benefits
Real-Time Data for Generative AI Apps
The Power of Recency
Learn how streaming data delivers relevance and accuracy to Gen AI apps, increasing the value and impact of Chatbots, Agents and more.
![The Power of Recency](https://cdn.sanity.io/images/bbnkhnhl/production/d06c8027ccb2f19ce9a5dbfed7da62b283c36fb1-1104x640.png?w=1920&q=75&fit=clip&auto=format)
Live Data Ingestion
Ensure LLM interactions always have the latest context to deliver more relevant, valuable user experiences.
![Live Data Ingestion](https://cdn.sanity.io/images/bbnkhnhl/production/49694df233da4d189e020bf888006e07b3f8ba50-1104x640.png?w=1920&q=75&fit=clip&auto=format)
Power Large Language Models with Real-time Data
Extract real-time data and bring it to LLMs for more contextual data with OpenAI, Google Vertex, IBM Watsonx.ai and AWS Bedrock
![Power Large Language Models with Real-time Data](https://cdn.sanity.io/images/bbnkhnhl/production/b69aec5f39ad85ce8897ade3b8e539ed27072486-1104x640.png?w=1920&q=75&fit=clip&auto=format)
User Feedback Loop
From support tickets to customer service chat sessions, leverage previously successful interactions to drive future successful interactions.
![User Feedback Loop](https://cdn.sanity.io/images/bbnkhnhl/production/5d268cb9b7dbc9c3a0bc1873c1c6bd4799b39f04-1104x640.png?w=1920&q=75&fit=clip&auto=format)