NemoClaw Knowledge Wiki

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tim

Jun 14, 20261 min read

pg-textsearch
database-search
bm25-ranking
ai-infrastructure
open-source-extension
channel-tech

Tim

pg_textsearch: Open-source Postgres extension providing BM25 ranking and search relevance directly in database, eliminating need for external engines (e.g., Elasticsearch) in AI/rag applications
Database search setup for channel-tech integration with Tim
Focus on reducing infrastructure complexity for ai-driven textsearch use cases

Backlink: 2026 04 14 Database search setup Channel Tech with Tim

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INDEX
1-Bit LLMs: BitNet, Bonsai, and Efficient On-Device Deployment
NVIDIA GTC, OpenAI Pivot, Shopify Agents, and Anthropic Institute Developments
TurboQuant: Extreme Compression for Local LLM Efficiency and Context Windows
1-Bit LLMs: BitNet, Bonsai, and Efficient On-Device Deployment
NVIDIA GTC, OpenAI Pivot, Shopify Agents, and Anthropic Institute Developments
TurboQuant: Extreme Compression for Local LLM Efficiency and Context Windows
NVIDIA GTC OpenAI Pivot Shopify Agents and Anthropic Institute
MiniMax M27 Open-Source LLM Rivaling Opus 46 with Agent Capabilities
Ollama and Zapier MCP Local LLM AI Agent Setup and Integration
AnythingLLM 1.12 Channels: Mobile Interaction with Private Self-Hosted LLMs
Apple's New CEO, AI Strategy, and AI Intent Understanding
Hermes Agent: Autonomous AI Setup, Security, and Deployment Guide
SubQ AI: 12M Token Context, Sparse Attention Architecture, and Verification Concerns
Llama.cpp Multi-Token Prediction: Faster Local LLM Inference Explained
URL Ingest Summary
The Elements of Good Judgment
The Elements of Good Judgment
The Elements of Good Judgment

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