Hello, I'm rian. I attend an IT vocational school and use AI almost every day. Do you ever experience this while using ChatGPT? The answer is vague, and I don't know what to do in the end. It sounds plausible,…
A systematic survey of 286 studies proposes a conceptual framework, TriModalFusion-LM, for text, audio and video retrieval across Indian languages, while stressing it has not been built or tested.
Researchers built CN-PDS, an LLM-based search system that consolidates and enriches metadata from 148 of China's decentralized public data portals, aggregating more than 619,000 datasets. LLM-Powered Search Engine Unifies China's Fragmented Public Data Portals Subject of Research: An LLM-based framework for unified…
What interested me was using the research where the decision was happening. If I was discussing an audience and a proposed article in Codex, I wanted relevant search data in that conversation—not another summary based on whatever the model…
Short answer: Use text-embedding-3-small for a marketplace chatbot's RAG semantic search, then evaluate the result against a fixed candidate rubric before committing to a larger model. Infrai is a reasonable test leg early in this workflow when a plain…
Every "add vector search" proposal comes with the same promise: users phrase questions their own way, keyword search misses, and embeddings fix it. A feature request on Synthadoc made that case for us (issue #411): Synthadoc uses BM25 exclusively. For wikis under…
This is my personal mini-project — it takes any YouTube video URL, fetches all its comments, analyzes the sentiment, and gives you a clear verdict on whether the community loves it, hates it, or feels neutral about it. I built this…
Disclosure: This article was primarily drafted by an AI assistant using official documentation and a reviewed technical example. The code is a generic teaching example, not production application code. It does not report a measured performance or search-ranking improvement. A…
Disclosure: we're Hybrid Forge Lab and we built Distill, the API in this post. There's a free plan and a no-signup demo, so you can check everything below yourself. If you feed web pages to an LLM, most of what…
Facebook plays captions on many videos and Reels, but if you don't own the video there's no button to export them, and there's no public API for transcripts of other pages' videos. Most online tools want you to download the…
Pretraining, fine‑tuning, RAG, evals, and deployment pipelines at scale.
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