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Embedding Strategies for Vector Search
Data & AI
Guide to selecting and optimizing embedding models for vector search applications, including model comparison and code templates.
Twitter/X Research via Paid API
Data & AI
Paid Twitter/X data API with USDC micropayments ($0.003/call) via the x402_payment tool. Supports searching tweets using 50+ advanced operators, fetching specific tweets with threads, replies, and quotes, and retrieving user profiles along with their tweets, followers, and following. Best suited for Twitter/X research requiring precise queries and contextual data extraction.
Quantum ESPRESSO (pw.x) DFT Calculations
Data & AI
Generate and manage Quantum ESPRESSO (pw.x) DFT calculations. Use for plane-wave pseudopotential simulations, including SCF and relaxation.
Vector Search 2.0 Expert
Data & AI
Expert guide on Google Cloud Vector Search 2.0, covering embeddings, similarity search, and implementation with Vertex AI.
TDA Figure Spec - Publication-Ready
Data & AI
Scaffold matplotlib figure code for TDA following project conventions. Uses predefined constants for sizes, colors, and saves as PDF/PNG.
Gemini API Caching Strategies
Data & AI
Best practices for caching Gemini API calls: versioning, entity-stable keys, and cache busting to cut cost and latency.
Memory Sync to Vector DB
Data & AI
Sync all files in .claude/memory/ to pgvector database, with incremental updates and embedding generation.
A/B Testing
Data & AI
Guides the design and implementation of statistically valid A/B tests, including hypothesis formulation, sample size, and metric selection.
Find Emails
Data & AI
Crawl websites locally with crawl4ai to extract contact emails. Accepts multiple URLs and outputs domain-grouped results.
Request My EHI Export
Data & AI
Helps patients request their complete Electronic Health Information (EHI) Export from healthcare providers. Supports Epic and 70+ certified EHR vendors by generating a ready-to-submit PDF package.
Agent tools: 150+ AI apps via CLI
Data & AI
Run 150+ AI apps (image/video generation, LLMs, web search, Twitter) via the inference.sh CLI. Simple installation and code examples included.
ML Demo Interface with Gradio
Data & AI
Build demo web apps for machine learning models using Gradio, supporting images, text, audio, and video.