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Enterprise AI This Week: Reliable RAG + Agents
For anyone out there building AI in production, this one’s for you.
Victoria Slocum
January 22, 2026
Hey Weaviate Community! 💚
We’re entering the trust era of AI, where companies are less focused on flashy demos and more focused on how to make these systems work reliably in enterprise environments. We’ve got two great resources on building enterprise-ready agents this week, including a new ebook in partnership with StackAI and a webinar with CrewAI. For anyone out there building AI in production, this one’s for you!
New ebook with StackAI: Building Reliable Enterprise AI with Agentic RAG
We partnered with StackAI to publish an ebook on what it actually takes to ship agentic RAG at scale with the security, access controls, evaluation loops, and governance enterprises require. We also break down best practices across retrieval quality, prompt stability, and guardrails that enforce grounding, plus real production-ready use cases like RFP drafting and compliance review.
Latest AI & tech insights
If you missed it, we announced the Weaviate C# Client last week. This release brings a modern and intuitive API for .NET developers, making it easier than ever to build AI-powered applications.
Tune into the Weaviate podcast on YouTube, Spotify, or Apple Podcasts.
Product highlights
Check out our latest product updates. Or follow along in the #announcement channel in the Weaviate Community Slack.
📷 Multimodal Vectorization with Weaviate Embeddings: Convert visually rich data such as PDFs, slides, reports, tables, and diagrams into high-quality vectors hassle-free. See product page
📊 Real-time Cluster Monitoring in Weaviate Cloud: Track ingest load and query latency in real time directly in cluster details for your workloads.
💚 Ready to start building? Jump right in and spin up your free Sandbox cluster with Weaviate Cloud. Or check our GitHub and star us while you're there. ⭐
Upcoming event: Agentic Workflows in Production with CrewAI + Weaviate
Online webinar | Wednesday, January 28 | 10 AM PST • 1 PM EST • 7 PM CET
Join CEOs Bob van Luijt (Weaviate) and Joao Moura (Crew AI) as they discuss how teams are building agentic AI apps in production environments. Plus, learn how to build your own multi-agent system with CrewAI and Weaviate!
Hungry for more?
Have a question or want to connect? Say hi in the Community Slack or join our Weaviate Forum to engage in community conversations.
See you in two weeks,
Victoria