llm-agentic-ai

Your one-click scientific research lab for Opencode - with seamless .ipynb and REPL integration

Agentic framework combining the power of LLMs with domain-specific tools for materials science, enabling property extraction, simulations, and crystal structure generation to accelerate innovative material design and analysis.

Connect any LLM-powered client app, such as a coding agent, to any supported inference backend/model.

Task Execution AI Agent — plans subtasks, asks clarifying questions, calls tools, recovers from errors. Python + uv + OpenAI-compatible (Groq).

SochDB is a high-performance embedded, ACID-compliant database purpose-built for AI agents - Examples

AI-powered universal web extraction platform for structured data intelligence.

Manual Verification Protection + AI Selector Compatible with OpenClaw . This is a complete TypeScript plugin project—a true implementation of the `before_tool_call` hook that can intercept tool calls, follow OpenClaw’s built-in approval workflow, and features an approval window mechanism.

create small unixy python scripts for large agentic AI based refactorings

Raku package used to efficiently schedule and combine multiple LLM generation steps.

ReAct Agent Loop Built from Scratch in Java

MemoraWeave is an advanced chatbot backend by MereskaAI, built to support scalable and intelligent conversational AI services.

A reference implementation of the Microsoft WebWright architecture — an AI Web agent that compares live Google Flights options and delivers a structured itinerary recommendation using GPT-4o, Playwright, and a skill-based workflow.

A collection of the messy problems I've hit, the weird fixes I found, and the refactors that finally made things behave. Basically, my debugging diary, but useful.

Prefix-preserving context compaction for LLM agents: KV-cache observation dropping implemented in SGLang.

AI-powered test suite generator.

Multi-tenant community operations platform with a real statistical engine: survival analysis, forecasting, and social choice, not a CRM with charts bolted on.

AI-powered Outlook Email Automation using n8n and Google Gemini API

Open-source agentic AI framework for Nepal's government service layer — RAG, multi-step task automation, and MLOps infra designed for offline deployment and Nepali language workflows.

Grounded, citation-bearing Q&A agent over a legacy Progress 4GL / OpenEdge (ABL) codebase - refuses to guess. Eval-first: retrieval + answer/citation scoreboards.

Overall description of multiple linked iterations of LLM agent frameworks.