https://ramdi.fr/tags/rag/Recent content in Rag on Noureddine RAMDIHugoenSat, 23 May 2026 20:41:27 +0000https://ramdi.fr/github-stars/ai-interview-codex-iterative-ai-system-design-and-interview-prep-with-real-world-benchmarks/Sat, 23 May 2026 20:41:14 +0000https://ramdi.fr/github-stars/ai-interview-codex-iterative-ai-system-design-and-interview-prep-with-real-world-benchmarks/ai-interview-codex offers a practical AI interview prep guide featuring iterative system design for Agentic AI and RAG, with benchmarks and production insights for ML, LLM, and system design roles.https://ramdi.fr/github-stars/dot-an-offline-electron-desktop-app-for-local-llm-inference-and-document-qa/Sat, 23 May 2026 20:41:14 +0000https://ramdi.fr/github-stars/dot-an-offline-electron-desktop-app-for-local-llm-inference-and-document-qa/Dot bundles local LLM inference, Retrieval Augmented Generation, and Text-To-Speech into a single offline Electron app, enabling document QA without cloud dependencies.https://ramdi.fr/github-stars/ultimate-ai-engineer-roadmap-2026-a-comprehensive-curriculum-for-aspiring-ai-engineers/Sat, 23 May 2026 20:41:14 +0000https://ramdi.fr/github-stars/ultimate-ai-engineer-roadmap-2026-a-comprehensive-curriculum-for-aspiring-ai-engineers/Explore a detailed 17-phase AI engineering roadmap for 2026, focusing on multi-LLM orchestration, RAG, AI agents, and production-ready skills with 51 hands-on projects.https://ramdi.fr/github-stars/ragflow-a-modular-agentic-retrieval-augmented-generation-engine-with-deep-document-understanding/Wed, 06 May 2026 18:58:37 +0000https://ramdi.fr/github-stars/ragflow-a-modular-agentic-retrieval-augmented-generation-engine-with-deep-document-understanding/RAGFlow is an open-source Python RAG engine combining deep document parsing, configurable pipelines, agentic workflows, and sandboxed code execution for LLM context management.https://ramdi.fr/github-stars/langchain-chatchat-a-model-agnostic-orchestration-layer-for-chinese-language-rag-and-agents/Tue, 05 May 2026 22:24:55 +0000https://ramdi.fr/github-stars/langchain-chatchat-a-model-agnostic-orchestration-layer-for-chinese-language-rag-and-agents/Langchain-Chatchat offers a flexible, offline-capable orchestration layer for multiple Chinese LLMs and RAG approaches, enabling seamless model swaps across frameworks without code changes.https://ramdi.fr/github-stars/quivr-a-python-framework-for-flexible-retrieval-augmented-generation-pipelines/Tue, 05 May 2026 22:24:55 +0000https://ramdi.fr/github-stars/quivr-a-python-framework-for-flexible-retrieval-augmented-generation-pipelines/Quivr is a Python framework offering an opinionated, pluggable retrieval-augmented generation pipeline with multi-LLM support and YAML-defined workflows for flexible knowledge retrieval.https://ramdi.fr/github-stars/building-production-ready-rag-workflows-with-n8n-using-free-json-templates/Tue, 05 May 2026 13:37:39 +0000https://ramdi.fr/github-stars/building-production-ready-rag-workflows-with-n8n-using-free-json-templates/Explore over 200 pre-built n8n workflow templates integrating vector databases, embedding models, and LLMs for rapid RAG workflow prototyping and deployment without coding.https://ramdi.fr/github-stars/supermemory-a-unified-memory-and-context-engine-for-ai-applications/Tue, 05 May 2026 13:37:39 +0000https://ramdi.fr/github-stars/supermemory-a-unified-memory-and-context-engine-for-ai-applications/Supermemory replaces traditional RAG stacks with a unified AI memory layer, offering fast, hybrid memory retrieval and automatic fact extraction in ~50ms. Here’s how it works and how to try it.https://ramdi.fr/github-stars/inside-alibabas-vrag-multimodal-retrieval-augmented-generation-with-dynamic-reasoning-graphs/Mon, 04 May 2026 10:23:02 +0000https://ramdi.fr/github-stars/inside-alibabas-vrag-multimodal-retrieval-augmented-generation-with-dynamic-reasoning-graphs/Alibaba’s VRAG models reasoning as a dynamic DAG with multimodal memory and RL-based fine-grained credit assignment, supporting text, image, and video retrieval in a unified framework.https://ramdi.fr/github-stars/mapping-the-llm-agent-landscape-with-the-awesome-llm-agents-curated-catalog/Mon, 04 May 2026 10:23:02 +0000https://ramdi.fr/github-stars/mapping-the-llm-agent-landscape-with-the-awesome-llm-agents-curated-catalog/A curated catalog of 20+ LLM agent frameworks and tools organized by agent type and capabilities. Understand architectural differences and trade-offs in LLM agent design.https://ramdi.fr/github-stars/automating-bank-statement-processing-with-yolov8-ocr-and-llms-for-personal-finance-analysis/Mon, 04 May 2026 10:23:01 +0000https://ramdi.fr/github-stars/automating-bank-statement-processing-with-yolov8-ocr-and-llms-for-personal-finance-analysis/Explore how a hybrid pipeline using YOLOv8 layout detection, OCR, and LLMs automates messy bank statement PDFs for personal finance analysis with RAG and AI agents.https://ramdi.fr/github-stars/blinko-an-open-source-privacy-first-ai-note-taking-app-with-rag-powered-local-search/Mon, 04 May 2026 10:23:01 +0000https://ramdi.fr/github-stars/blinko-an-open-source-privacy-first-ai-note-taking-app-with-rag-powered-local-search/Blinko is a self-hosted AI note-taking app using RAG for natural language search over local Markdown notes. Cross-platform, privacy-first, deployable via Docker one-liner.https://ramdi.fr/github-stars/restai-a-multi-project-aiaas-platform-with-agentic-browser-automation-and-visual-ai-pipelines/Mon, 04 May 2026 10:23:01 +0000https://ramdi.fr/github-stars/restai-a-multi-project-aiaas-platform-with-agentic-browser-automation-and-visual-ai-pipelines/RESTai exposes multi-project AI capabilities via a unified REST API, featuring an agentic browser with Dockerized Playwright, knowledge graph RAG, and a visual Blockly pipeline builder.https://ramdi.fr/github-stars/whyhow-knowledge-graph-studio-building-rag-native-knowledge-graphs-with-mongodb-and-openai/Mon, 04 May 2026 10:23:01 +0000https://ramdi.fr/github-stars/whyhow-knowledge-graph-studio-building-rag-native-knowledge-graphs-with-mongodb-and-openai/WhyHow Knowledge Graph Studio builds RAG-native knowledge graphs using MongoDB and OpenAI embeddings, offering flexible triple-based graph construction for AI workflows.https://ramdi.fr/github-stars/building-a-production-ready-second-brain-with-agentic-rag-and-llmops/Sun, 03 May 2026 08:12:11 +0000https://ramdi.fr/github-stars/building-a-production-ready-second-brain-with-agentic-rag-and-llmops/Explore an open-source course that teaches building a production-grade AI assistant using advanced retrieval-augmented generation, agent orchestration, fine-tuning, and LLMOps practices.https://ramdi.fr/github-stars/inside-ai-engineering-hub-a-hands-on-collection-of-production-ready-ai-projects/Sun, 26 Apr 2026 17:51:11 +0000https://ramdi.fr/github-stars/inside-ai-engineering-hub-a-hands-on-collection-of-production-ready-ai-projects/AI Engineering Hub offers 90+ production-ready AI projects spanning LLMs, RAG, AI agents, and MCP, organized by difficulty and real-world use cases.https://ramdi.fr/github-stars/pathway-llm-app-unified-pipelines-for-scalable-retrieval-augmented-generation-and-ai-search/Sun, 26 Apr 2026 09:31:26 +0000https://ramdi.fr/github-stars/pathway-llm-app-unified-pipelines-for-scalable-retrieval-augmented-generation-and-ai-search/Pathway LLM App provides integrated pipelines for scalable RAG and AI search, combining vector and full-text indexing with real-time sync for Gen AI apps at scale.https://ramdi.fr/github-stars/awesome-llm-apps-a-practical-collection-of-runnable-ai-agent-and-rag-templates/Fri, 24 Apr 2026 18:26:13 +0000https://ramdi.fr/github-stars/awesome-llm-apps-a-practical-collection-of-runnable-ai-agent-and-rag-templates/Awesome LLM Apps offers 100+ runnable AI agent and RAG templates for quick LLM app development. It supports multiple providers and advanced multi-agent patterns with minimal setup.