What this skill covers

Use cases that need this skill

RAG Frameworks

RAG Frameworks

Retrieval-augmented generation frameworks, vector databases, and data tooling for knowledge-connected LLM apps.

Use caseNeeds verification

Self-Hosted AI Tools

Self Hosted AI Tools

Open-source and locally controllable AI tools for builders who need privacy, portability, or reduced vendor lock-in.

Use caseNeeds verification

Related tool categories

Chroma

Vector Databases

Embedding database commonly used for local and application-level RAG prototypes.

ToolNeeds verificationOpen sourceSelf-hostedFreemiumGitHub linked

DuckDB

AI Data Analysis Tools

Embedded analytical database useful for local data processing and app backends.

ToolNeeds verificationOpen sourceSelf-hostedGitHub linked

Milvus

Vector Databases

Open-source vector database for large-scale similarity search and AI retrieval systems.

ToolNeeds verificationOpen sourceSelf-hostedGitHub linked

Polars

AI Data Analysis Tools

Fast DataFrame library for Python and Rust data processing workflows.

ToolNeeds verificationOpen sourceSelf-hostedGitHub linked

Qdrant

Vector Databases

Vector database for semantic search and retrieval-heavy AI applications.

ToolNeeds verificationOpen sourceSelf-hostedFreemiumGitHub linked

Streamlit

AI Data Analysis Tools

Python app framework widely used for data apps, ML demos, and internal tools.

ToolNeeds verificationOpen sourceSelf-hostedFreemiumGitHub linked

pandas

AI Data Analysis Tools

Python data analysis library for tabular data cleaning, transformation, and analytics.

ToolNeeds verificationOpen sourceSelf-hostedGitHub linked

yfinance

Finance Data Tools

Python library for pulling Yahoo Finance market data for research and prototyping.

ToolNeeds verificationOpen sourceSelf-hostedGitHub linked