Ubuntu 20.04 End of Life
As part of our ongoing commitment to security and stability, we want to inform you that the Ubuntu version used in workspaces created prior to May 21 2025 is approaching its end of life.
Smart Chat RAG: Building Document-Aware Conversational AI
A modular chat system built on RAG principles enables transparent, document-grounded conversations. It uses semantic search, LLM inference, and preprocessing like OCR and table parsing for accurate responses.
Smarter PDF Comparison: How to Catch Real Changes, Not Formatting Noise
comparison of PDFs by extracting content, detecting key changes, and producing a highlighted PDF and a detailed report.
Efficient Document Comparison for Compliance Using AI and Embeddings
AI-powered system for comparing internal documents with regulations using embeddings, chunking, and local LLMs. It avoids keyword matching pitfalls by understanding meaning, storing vectors in PostgreSQL with pgvector, and generating contextual insights
Model Context Protocol: Beyond Fragile Prompts to Secure AI Integration
The Model Context Protocol (MCP) enhances AI workflows, ensuring reliability, security, and consistency in your projects. MCP helps you build agents and complex workflows on top of LLMs.
Changelog LTS Version Q2 25
Learn what changed in the second quarterly LTS version of Codesphere. This version is typically used by on-prem installations with quarterly release cycles.
Changelog LTS Version Q1 25
Learn what changed in the first quarterly long-term-support version of Codesphere. The LTS version is typically used for on-prem installations where a quarterly release cycle is more feasible than weekly releases.
Is PostgreSQL the Only Vector Database You Will Ever Need?
PostgreSQL provides pgvector extension, an efficient extension for LLM-based applications to replace costly dedicated vector databases.
Cloud Native Meetup Recap
Karlsruhe offers a vibrant tech scene and we are proud to be part of a group organizing expert & community meetups like this one.
AI Summarization of Long Documents: Tackling Long Documents with Precision
Long texts are difficult to summarize, but recursion can divide them into small parts. The approach is precise and preserves the meaning at any step of iteration.
Full Metal
Buying a used server on ebay kleinanzeigen and preparing it to be cloudified? Follow along to see what it takes to get a piece of metal running.
Structure PDF Table Data for AI Applications with GMFT
GMFT is a fast, lightweight toolkit for extracting tables from PDFs into formats like CSV, JSON, and Pandas DataFrames. Leveraging Microsoft's Table Transformer, GMFT efficiently processes both text and image tables, ensuring high performance for reliable data extraction.