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MCPToolbox for Databases: A Practical Guide to Bridging LLMs and Your Data
2+ mon, 1+ week ago (687+ words) MCPToolbox to Databases runs as a server that turns database operations into tools AI agents...agent. Developers use it wherever AI needs real data, from support bots querying CRMs to agents inspecting...Spanner. Simply, MCPToolbox to Databases provides a standardized…...
LLM-Pruning Collection: A JAX Based Repo For Structured And Unstructured LLM Compression
2+ mon, 4+ week ago (500+ words) researchers have released LLM-Pruning Collection, a JAX based repository that consolidates major pruning algorithms for large language models into a single, reproducible framework. It targets one concrete...layer level and weight level pruning methods under a consistent training and evaluation…...
Top 5 Structured Output Libraries for LLMs in 2026
2+ week, 2+ day ago (652+ words) ask the model for JSON, and it wraps the response in a markdown code block, adds a friendly preamble, or returns "score": "high" when you needed a float. Structured output libraries solve this by...outputs to…...
Lamini: High-Precision LLM Engine for Enterprise Data
1+ mon, 3+ day ago (736+ words) Lamini: High-Precision LLM Engine for Enterprise DataSkywork.ai Lamini: High-Precision LLM Engine for Enterprise Data Lamini: High-Precision LLM Engine for Enterprise Data Professional cover introducing Lamini as the premier...while eliminating hallucinations. Presentation Agenda A clear roadmap featuring 1. Introduction,…...
Add Persistent Memory to an LLM App (Without Fine-Tuning) — A Practical Architecture Guide
1+ mon, 1+ week ago (410+ words) Most LLM apps work perfectly in demos. You send a prompt. You get a smart response. Everyone is impressed. Then a user comes back the next day " and the system forgets everything. That's not a model problem. It's an architecture…...
Markdown Is Not The Future of LLM Data Infrastructure
1+ mon, 3+ week ago (809+ words) There's a fundamental mismatch in how we're feeding data to AI systems. OpenAI, Anthropic, Google, every...reason, plan, and take actions. Then we feed them web data converted to markdown and hope for the best. Markdown...write formatted…...
Context Quality is the New Model Quality: An Open Memory Provider Standard with Zero-Downtime
2+ week, 1+ hour ago (1593+ words) with an Open Memory Standard Author: L. Zamazal, GLG, a.s. Date: March 2026 Keywords: LLM memory, context...standard Our central claim: you don't pay for a better model; you pay for better memory. The dominant...windows, better reasoning. This assumption drives…...
Helios Achieves Robust LLM Decompilation Via Hierarchical Graph Abstraction Of Control Flow
2+ mon, 1+ week ago (456+ words) Researchers have developed HELIOS, a new system which dramatically improves the accuracy of...into readable code by representing program logic as a structured hierarchy, achieving over 94% compilability...85.2\% for Gemini~2.0 and 89.6\% for GPT-4.1~Mini, a marked improvement over text-only prompting. Furthermore,...
Common Serialization Formats Explained (JSON, XML, Binary)
6+ day, 1+ hour ago (614+ words) When data travels between applications, platforms, or network layers, it cannot float around as abstract objects'it needs a concrete shape. Serialization is the process of converting complex, in-memory structures into a storable or transmittable format and then rebuilding them on…...
5 Powerful Python Decorators to Optimize LLM Applications
3+ week, 6+ day ago (366+ words) designed to help simplify complex software logic in a variety of applications, including LLM-based ones....frequently expensive'third-party APIs, and decorators have a lot to offer for making this task cleaner by wrapping,...instance, API calls with optimized logic. Let's…...