NextCloud

Technical Deep Dive Into Nextcloud Context Chat

Nextcloud Context Chat is a retrieval augmented generation (RAG) based feature of Assistant, grounding a large language model’s responses to users’ prompts with the documents & data that they already store in Nextcloud. From Context Chat in the Nextcloud Assistant…
Read More

Integrating Nextcloud AI Assistant with Inference Engines & APIs

Nextcloud Assistant, featured in the latest versions of Nextcloud Hub, extends the cloud storage & collaboration suite with a range of AI-powered capabilities, including GPT-style chat, text generation, and speech-to-text transcription. With the Smart Picker, you can use these features…
Read More

Software-Defined Distributed Storage for Kubernetes with Ceph

Clustered filesystems are an essential component of scale-out, distributed systems, such as applications hosted on a Kubernetes cluster. They provide storage volumes which can be written to by multiple pods across multiple Kubernetes nodes simultaneously. Even if a storage device…
Read More
Kuberenetes RWX persistent volumes with Rook Ceph storage orchestrator

Clustered ReadWriteMany Filesystems for Kubernetes Persistent Volumes

Many applications you might wish to deploy on a Kubernetes cluster require persistent storage in the form of PVCs (persistent volume claims) and PVs (persistent volumes). As the lifetime of a pod is ephemeral, and app data is not normally…
Read More

AI Document Data Pipelines with S3 or Azure Blob Storage

Document data pipelines allow for the creation of automated workflows where an embedding model extracts text from documents added to a share and converts them into vector values that AI/ML applications can use for semantic search and as context for…
Read More