A new SOTA for RAG — an original retrieval architecture and an open-source knowledge base for humans and agents.
Talk to MPESA API via a REST API. Bringing the MPESA G2 API to the 21st century. --
中文UI / A terminal-based coding agent with unlimited concurrency, multi-agent orchestration, and a persistent Python runtime (RLM) for stateful data work and recursive subagent delegation
Official benchmark reproduction code for the SAG paper
Native App powering SAGE. Written in Go.
A Perplexity API MCP server that unlocks Perplexity's search-augmented AI capabilities for LLM agents. Features robust error handling, secure input validation, and transparent reasoning with the showThinking parameter.
MDMcleaner the assessment, classification and refinement tool for microbial dark matter SAGs and MAGs
mpesa rest api converts the mpesa api to a RESTful API that is easy for developers to use instead of the current SOAP web service provided by mpesa.
Quantifying the Reproducibility of Graph Neural Networks using Multigraph Brain Data
A small Next.js app which utilises search results to feed context to the LLM.
In this project, I predict whether a patient has a low or high chance of having a heart attack using classification
SAG and LSAG ring signatures on secp256k1 — prove group membership without revealing identity
The NLP project develops an automatic diagnostic system for student answers (Correctness Evaluation). It solves the burden of manual testing through an advanced Cross-Encoder model and innovative use of GenAI to create synthetic data (Hard Negatives).
Plugin for Claude Code, Hermes Agent, and Codex that adds write operations (publish, sync, maintain) to a self-hosted SAG (Zleap-AI/SAG) knowledge base — without modifying SAG's source code. Agents self-assess and auto-publish durable knowledge under a safety floor (secret scan, dedupe, cost cap), with manual commands always available.
Estimates the projected loss of income of users who are on strike assuming they are taking time from working full-time to be on strike.
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