Perplexity released a preview embedding model, pplx-embed-v2-context-9b-preview, on October 1 that encodes document chunks with the rest of the document in view, and the company says it leads on two r…
A developer built a ~700-line RAG CLI in Bun and TypeScript using SQLite with sqlite-vec, Voyage embeddings and Claude generation, then found that the evaluation harness itself was broken. Switching f…
Inworld, a research lab and inference provider focused on real-time AI, detailed the unit economics behind free consumer AI apps and cited customer deployments including Wishroll's Status app, which r…
Running a local embedding model on a $100-per-month GPU can cost as little as 0.24% of the price of using OpenAI's small embedding model via API, according to a technical analysis by Dzen Platform. Th…
Latitude opened its AI roleplaying platform Voyage to the public on Wednesday, removing the waitlist for the open beta available on iOS, Android, and the web. The platform separates world state manage…
Lakshman Pandey has shipped a production retrieval-augmented generation (RAG) system for UK arts and culture clients that implements NIST AI Risk Management Framework controls. The system uses Claude …
KBlip, a solo project by an unnamed maker, aggregates AI and LLM news from over 100 sources including Reddit, Hacker News, arXiv, GitHub, and YouTube into daily digest threads sorted into five feeds. …
PGSync Pro adds real-time semantic and hybrid search to PostgreSQL, re-embedding vectors only when meaning changes and keeping data within the user's infrastructure. The tool, built on the open-source…
Octomind Cloud launched in beta as a persistent cloud compute platform for AI agents, solving three core problems: agent sessions lost when laptops close, API key sprawl across multiple providers, and…
NVIDIA released Nemotron 3 Embed on July 16, and the 8B model immediately landed at #1 on RTEB with a score of 78.5%, topping Voyage 4 Large, OpenAI text-embedding-3-large, and Cohere embed-v4. The mo…
Homebound, an open-source alpha-stage Django blog, lets users self-host their social-media history from Google+, Facebook, and Twitter/X, with full-text and semantic search, an MCP server for LLM inte…
Embedcache, a new open-source proxy from developer Ajay6601, cuts embedding API costs by caching redundant requests, reporting that it can eliminate duplicate work for platform and ML-infra teams proc…
Vitrus, a new knowledge management tool, provides sourced answers and explicitly lists what it doesn't know, using deterministic gap detection to avoid hallucination. It offers agent-native API integr…
A finance team's AI cost dashboard, built to track per-feature and per-provider token spend, misses the largest expense: quarterly corpus re-indexing. Re-indexing a 100-million-token corpus costs $5,0…
The article explains that many teams hit a recall ceiling with RAG systems because they rely on bi-encoder embedding models, which compress entire text chunks into a single vector and lose fine-graine…