Repository / library

AirLLM lowers peak accelerator memory by loading model layers sequentially instead of keeping the full checkpoint resident during inference.

DigUp builds an on-device multimodal index for files and retrieves photos, documents, recordings, video moments, and code from natural-language or exact-term queries.

FastAPI-MCP exposes selected FastAPI operations as MCP tools while reusing request schemas, endpoint documentation, ASGI integration, and existing dependency-based authentication.

Handwired compiles a constrained JavaScript program into matrix operations and neural-network weights, producing an exact differentiable network without a training step.

LangExtract turns unstructured text into schema-shaped records while mapping extracted values back to character spans and generating a reviewable visualization.