Semantic Search skills

Pinecone RAG

github

Build RAG pipelines with Pinecone as your vector database.

Exa Web Toolkit

k-dense-ai

Powerful web search and content extraction for research.

RAG Architect

jeffallan

Build efficient retrieval-augmented generation systems.

Chroma

nousresearch

Open-source embedding database for LLM applications.

CLIP

nousresearch

Zero-shot image classification and image-text search.

AgentDB Vector Search

ruvnet

Fast semantic vector search for intelligent document retrieval.

Embedding Strategies

wshobson

Optimize embedding models for effective semantic search.

Similarity Search Patterns

wshobson

Efficiently implement similarity search in production systems.

Pinecone Research

nousresearch

Enhance agent conversations with long-term memory.

ChromaDB CLI

hkuds

Manage vector databases directly from the command line.

RAG Engineer

davila7

Optimize retrieval for better LLM performance.

Wiki Retrieve

agricidaniel

Efficiently retrieve and rank passages from your vault.

Memory Search

davila7

Efficiently recall past conversations and decisions.