mesoft Blog
In-depth content on artificial intelligence, cloud architecture, microservices, and modern software development
Make your company documents searchable and conversational with Retrieval-Augmented Generation (RAG). We cover parsing, chunking, embeddings, vector databases, hybrid search, reranking, and evaluation for SMEs in Mersin.
An intuitive and technical walkthrough of attention in the Transformer: Query-Key-Value, multi-head attention, causal masking, GQA, RoPE, FlashAttention, and the memory cost of context length.
The prefill and decode phases of LLM inference, TTFT and throughput metrics, quantization (INT4/INT8/FP8), PagedAttention, continuous batching, speculative decoding, and serving options such as vLLM and llama.cpp.
Generate weekly sales, inventory, production, and export reports automatically with language models running on on-prem servers. A reliable architecture where numbers come from code and commentary from the LLM, plus data extraction from incoming PDFs and KVKK compliance.
We compare cloud AI services with in-house (on-prem) LLM deployments in terms of data privacy, KVKK, cost, and performance, and cover open-model selection, GPU sizing, the software stack, and security.
Break down enterprise applications into smaller, independent services to reduce delivery times and strengthen your DevOps infrastructure with operational automation.
Transform customer experience end-to-end with behavioral analytics, segmentation, ChatGPT-based assistants, and automation. Technical, operational, and financial advantages for companies in Mersin.
Manage your digital transformation securely with cloud migration planning, zero trust security principles, compliance, hybrid architecture, and Mersin-specific application examples.
Modernize your data layer and accelerate decision-making processes with GraphQL schema, real-time subscriptions, cache strategies, and practical Mersin examples.
Digitize your e-commerce platform end-to-end with personalized recommendations, mobile-first architecture, logistics integrations, and Mersin-specific application examples.
Increase operational efficiency and customer satisfaction with ChatGPT-based assistants, process automation, knowledge management, and Mersin-specific application examples.
Transition to continuous delivery culture, ensure high availability and innovation with Kubernetes, Azure Container Apps, CI/CD pipelines, and Mersin-specific application examples.
Strengthen your decision support with data integration platforms, predictive ML models, continuous model operations, and Mersin-specific application examples.
Build asynchronous and resilient systems with domain events, RabbitMQ message queues, event-driven architecture, and Mersin-specific application examples.
Reduce your carbon footprint with energy efficiency, optimized container usage, sustainability reports, and Mersin-specific application examples.