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Infra2026-09-09 · source-backed
A cost of 4 is about 64 times cheaper to brute-force than 10, and every account created before this release keeps the weak factor until its password changes. The release also adds REST v2 APIs for collection-scoped snapshot management with asynchronous restore, weighted RRF reranking with per-ANN-request weights, and TEXT field support in the Go client. GitHub
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claude-context (11.8K stars) is an MCP server that indexes your whole codebase into Milvus and exposes hybrid BM25 + dense-vector search to Claude Code and any MCP agent. Ask "find functions that handle user authentication" instead of grepping. Zilliz reports ~40% token reduct...
rust-v0.153.1 backports the GPT-6-Astra model catalog so the model can be configured through the API without changing the default or appearing in the picker. rust-v0.153.2, 2 hours 51 minutes later, corrects the Astra Fast tier description from "1.5x" to "2x speed, increased u...
guillaumemeyer/watermarks-remover appeared August 11 and hit 634 stars and 61 forks in 24 hours, targeting provenance marks from Anthropic, Google's SynthID-Text, OpenAI, and Kirchenbauer-style implementations across three layers: invisible Unicode hygiene, statistical token-s...
1. Deploy Nemotron 3 Super for Agentic Reasoning (ml-ops, advanced) — 120B MoE activating only 12B params. vLLM with --reasoning-parser nemotron_v3. NVIDIA Blog 2. Build Multimodal RAG with Gemini Embedding 2 (ml-ops, intermediate) — Text, images, video, audio in one 3072-dim...
440 stars, created August 11, covering 12 sections from model APIs through structured output, RAG, evals, agent loops, LoRA versus fine-tuning, security, LLMOps and serving, plus three case studies and a capstone (GitHub). The stance is that you write the agent loop, RAG and e...
Foundry-Local, alongside community runtimes like LocalAI and cua's sandboxes, points to a first-party push to run agents locally with GPU acceleration and OpenAI-compatible APIs. For cost- and privacy-sensitive loops that fan out lots of cheap subagent calls, a local runtime b...
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