#Rag

AWS Just Made DynamoDB a Vector Database

Native ANN queries land in every region, and the sync-pipeline-to-a-second-database pattern loses its reason to exist.

Article · 1w ago2

Agent Memory Is Quietly Becoming an Audit Problem

Semantica bets that provenance, not better recall, is what agent context layers have been missing.

Article · 1w ago0

Models Aren't Getting Dumber — They're Getting Unbundled

Active parameters collapsed while reasoning scores soared, and your retrieval stack quietly became responsible for the facts.

Article · 1w ago0

The New Frontier Models Are Amnesiacs by Design

Labs now trade stored facts for reasoning and bet retrieval fills the gap. Mostly it works, with one catch.

Article · 1w ago5

Semantica Bets Agents Need Audit Trails, Not More Embeddings

The trending open-source Palantir for AI agents revives the semantic web stack just as regulators start demanding decision provenance.

Article · 2w ago0

Toast 1 Says You're Overpaying for Agentic Search

Mixedbread's specialist search agent claims frontier-grade retrieval at a tenth of the cost; the architecture argument outruns the benchmarks.

Article · 2w ago0

Why RAGFlow Keeps Trending After RAG Was Declared Dead

The 88k-star engine proves the bottleneck was document parsing all along, even as it drifts toward platform sprawl.

Article · 2w ago1

Code Retrieval Is Converging on Graphs, Not Embeddings

A trending open-source tool turns your monorepo into a queryable knowledge graph your coding agent can call over MCP.

Article · 2w ago0

That 100x-Cheaper Retrieval Claim Is Half Right

Neon and Castform's benchmark-free demo still marks a real shift in who needs frontier models for RAG.

Article · 3w ago0

Google Just Unbundled Grounding From Google Search

Parallel's agent-native search lands on Gemini Enterprise, and the real story is the licensing, not the index.

Article · 4w ago0

The Best AI Issue Agent Doesn't Write Code

Context-assembly pipelines that turn raw tickets into verified briefs beat autonomous fixers on today's messy queues.

Article · 1mo ago0

The Last Official Google Search API Dies January 1, 2027

The Custom Search JSON API sunset ends two decades of sanctioned programmatic access to Google results.

Article · 1mo ago7

Beyond RAG: The Engineering Behind Multi-Document Reasoning

Parsewise launches an API targeting the fragile middle layer of cross-document synthesis and lineage tracking.

Article · 1mo ago2

Ditching the Magic: Why Haystack Wins in Production RAG

Haystack's explicit, graph-based architecture replaces implicit framework magic with predictable, production-ready pipelines for LLMs and agents.

Article · 2mos ago0

Why Large Language Models Fail to Learn Reversible Facts

Auto-regressive models cannot automatically infer that B is A after learning A is B, forcing a rethink of fine-tuning.

Article · 2mos ago2