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Source channel @githubtrending · Post #15295 · Nov 11

#python#ai#faiss#gpt_oss#langchain#llama_index#llm#localstorage#offline_first#ollama#privacy#python#rag#retrieval_augmented_generation#vector_database#vector_search#vectors LEANN is a tiny, powerful vector database that lets you turn your laptop into a personal AI assistant capable of searching millions of documents using 97% less storage than traditional systems without losing accuracy. It works by storing a compact graph and computing embeddings only when needed, saving huge space and keeping your data private on your device. You can search your files, emails, browser history, chat logs, live data from platforms like Slack and Twitter, and even codebases—all locally without cloud costs. This means fast, private, and efficient AI-powered search and retrieval on your own laptop. https://github.com/yichuan-w/LEANN

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Addis Standard

@addisstandardeng · Post #21132 · 01/20/2026, 11:46 AM

Sponsored post #TÜV_Rheinland Further Strengthens Role in PVoC Sector, Becoming a Strategic Authorized Body for Inspection and Certification under ECAE - #MOTRI Agreement signed on 3rd December 2025 strengthens safe, compliant market access to Ethiopia Addis Abeba, 3rd December 2025 TÜV Rheinland announced it has signed a new contract with the #Ethiopian Conformity Assessment Enterprise (#ECAE), under the Ministry of Trade and Regional Integration (#MoTRI), authorizing TÜV Rheinland to conduct inspections, testing (where applicable), and issue Certificates of Conformity (#CoC) for regulated products exported to Ethiopia under the country’s Pre-Export Verification of Conformity (#PVoC) program. The PVoC framework helps protect consumers and the environment from unsafe or substandard imports and streamlines customs clearance by ensuring regulated products comply with Ethiopia’s national standards before shipment. “This partnership reflects a shared commitment to safety, quality, and fair trade,” said Mr. Fares Naouri, Senior Vice President Government Inspections and International Trade (#GIIT) - TÜV Rheinland. “With our global laboratory network and experienced technical teams, exporters and importers alike can rely on efficient and transparent conformity assessment services.” Under the agreement, TÜV Rheinland is authorized to assess technical documentation, perform consignment & factory inspections, and conduct laboratory tests. The certificate of Conformity (COC) is issued as a confirmation of successful completion of the compliance verification procedure. https://addisstandard.com/?p=54647