Retrieval Augmented Python Packages

vectorcode

A code repository indexing tool to supercharge your LLM experience.

deltakg

PromptKG Family: a Gallery of Prompt Learning & KG-related research works, toolkits, and paper-list.

behavioral-memory

Behavioral Memory for Tool Orchestration — Validated execution traces as memory for MCP-based agent systems. Based on IEEE paper.

rag-firewall

Client-side retrieval firewall for RAG systems — blocks prompt injection and secret leaks, re-ranks stale or untrusted content, and keeps all data inside your environment.

kgeditor

A library that provides a tool to edit model easily.