IFLEON Labs · 2026 – Present
AI toolkit on the Claude API
Small, typed Python libraries for building with LLMs, and apps built from them, all testable offline.
IFLEON Labs
AI toolkit on the Claude API
A set of libraries that fit together:
- llmkit: chat and streaming, prompt templates, response and prompt caching, token usage, and an offline mock provider
- ragstore: text retrieval with BM25, pluggable embeddings, cosine search and hybrid fusion, with no runtime dependencies
- agentkit: a tool-calling agent loop (ReAct): register tools and let the model reason and act
And apps assembled from them:
- askdocs: ask questions over your own documents (RAG)
- sage: a terminal second brain that answers from your notes