April 2025 – Dalton Bly

Using Qdrant and Ollama for Local AI-Powered Data Discovery

13 April, 2025 Dalton Bly 0 Comments Artificial Intelligence Deep Learning Machine Learning Neural Networks Tools

Leverage Qdrant's vector search and Ollama's generative models to enable efficient, localized AI-driven data exploration.

Building Explainable AI Pipelines with Neo4j and LLMs

13 April, 2025 Dalton Bly 0 Comments Artificial Intelligence Deep Learning Machine Learning Neural Networks Tools

Leverage the power of graph databases and large language models to create transparent, interpretable AI solutions using Neo4j and LLMs.

Hybrid Semantic Search with Vector Databases and Knowledge Graphs

13 April, 2025 Dalton Bly 0 Comments Artificial Intelligence Deep Learning Machine Learning Neural Networks Tools

Leveraging vector databases and knowledge graphs enhances semantic search, enabling precise query processing across vast datasets.

Question answering over structured data using embedding model and context-aware LLM

13 April, 2025 Dalton Bly 0 Comments Artificial Intelligence Deep Learning Machine Learning Neural Networks Tools

In this article, we explore the integration of embedding models with context-aware Large Language Models (LLMs) to perform effective question answering over structured data.

Multilingual translation pipeline with dedicated translation model and summarizer

13 April, 2025 Dalton Bly 0 Comments Artificial Intelligence Deep Learning Machine Learning Neural Networks Tools

Introducing a cutting-edge multilingual translation pipeline, featuring a specialized translation model and advanced summarization capabilities.

Auto-generation of WordPress post drafts with Qdrant retrieval and LLM writing

13 April, 2025 Dalton Bly 0 Comments Artificial Intelligence Deep Learning Machine Learning Neural Networks Tools

Leveraging Qdrant's vector search capabilities, we auto-generate WordPress post drafts using powerful Language Model writing assistance for efficient content creation.

Document classification using LocalAI for embeddings and Ollama for categorization

13 April, 2025 Dalton Bly 0 Comments Artificial Intelligence Deep Learning Machine Learning Neural Networks Tools

Leverage LocalAI embeddings to enhance document classification accuracy when combined with Ollama's powerful categorization capabilities.

Secure AI Model Serving With HTTPS + JWT in Docker

13 April, 2025 Dalton Bly 0 Comments Artificial Intelligence Deep Learning Machine Learning Neural Networks Tools

Secure Dockerized AI serving: HTTPS + JWT.

Federated Learning With Flower Framework in Docker

13 April, 2025 Dalton Bly 0 Comments Artificial Intelligence Deep Learning Machine Learning Neural Networks Tools

Flower framework: Federated learning in Docker.

Encrypt All Model Inputs and Outputs Using PySyft in Docker

13 April, 2025 Dalton Bly 0 Comments Artificial Intelligence Deep Learning Machine Learning Neural Networks Tools

Secure model data with PySyft in Docker.

Month: April 2025

Month: April 2025

Using Qdrant and Ollama for Local AI-Powered Data Discovery

Building Explainable AI Pipelines with Neo4j and LLMs

Hybrid Semantic Search with Vector Databases and Knowledge Graphs

Question answering over structured data using embedding model and context-aware LLM

Multilingual translation pipeline with dedicated translation model and summarizer

Auto-generation of WordPress post drafts with Qdrant retrieval and LLM writing

Document classification using LocalAI for embeddings and Ollama for categorization

Secure AI Model Serving With HTTPS + JWT in Docker

Federated Learning With Flower Framework in Docker

Encrypt All Model Inputs and Outputs Using PySyft in Docker