Describing PDF Charts with Vision Language Models
Use Vision Language Models (VLMs) to convert PDF charts into searchable text descriptions. Build complete pipelines for chart extraction, processing, and RAG…
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Running Local LLMs with OpenAI-Compatible APIs
Run powerful LLMs locally using OpenAI-compatible APIs. Learn to set up LM Studio, Ollama, and vLLM servers for private, cost-free AI inference.
Hybrid Search: Combining Vector and Keyword Retrieval
Master hybrid search combining vector similarity and keyword matching. Learn BM25, Reciprocal Rank Fusion, and score merging strategies for optimal RAG retrieva
LanceDB: Lightweight Vector Database for AI Applications
Complete guide to LanceDB, a lightweight serverless vector database for AI applications. Learn indexing, querying, filtering, and best practices for RAG systems
Local Text Embeddings with Sentence Transformers — Complete Guide
Learn how to generate high-quality text embeddings locally using Sentence Transformers. Complete guide to embedding models, batch processing, and optimization f
Document Chunking Strategies for RAG Systems — Complete Guide
Master document chunking strategies for RAG systems. Learn about semantic chunking, overlapping windows, chunk size optimization, and metadata enrichment for be
GPT4All vs Jan – the battle for the best desktop LLM
The landscape of artificial intelligence has undergone a revolutionary transformation with the emergence of desktop Large Language Models (LLMs). As AI technology…
Transform Photos into Embroidery Art Interactive Tool
Digital embroidery has revolutionized the way crafters and artists approach traditional needlework, creating exciting opportunities to blend photography with textile art. Whether…
Best Open Source CRM Systems for SMEs: 9 Free Solutions
Customer Relationship Management has evolved from a luxury for enterprise corporations to an absolute necessity for businesses of all sizes. Yet, for…
PDF Report created with ReportLab library
ReportLab is a powerful PDF generation library that allows developers to create complex reports with a high degree of customization. This blog…
Automating Email Sending with Python
Introduction In today’s digital world, email is a crucial communication tool. For designing professional email layouts, see email templates guide. Automating the…
Mastering Email Marketing with Stripo Email Templates
Introduction In the digital age, email marketing remains a powerful tool for businesses to reach and engage their audience. Emails are a…
Global programming technologies review 2017
Programming technologies in 2017 From time to time young programmers ask me what they should learn, what are the top programming technologies.…