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LLM Agents abstraction

Claude et al. play the brilliant puzzle title "Baba is You"

Collection of leaked ChatGPT system prompts, documenting base tools, conditional features, and specialized assistants. Provides insights into the internal structure and behavior of different ChatGPT components and their activation conditions.

Unlimited LLM tools, zero context penalties — ToolRAG serves exactly the LLM tools your user-query demands.

Open-source, LLM-ready SERP and web scraping service

This sample application demonstrates the practical implementation and usage patterns of the LLM Agents library.

This sample application demonstrates the practical implementation and usage patterns of the LLM Agents library.

Portable_TA is a lightweight, OpenAI-compatible LLM service that acts as an always-available AI Teaching Assistant. It provides document-grounded answers using RAG, maintains conversation memory, and integrates easily with tools like OpenWebUI for fast, portable, and intelligent student support.

Chat with tool calling models. Sample tools included. Add new tools to your shed with ease. Runs on Ollama. All via Bash shell scripts.

Home Assistant custom component for LLM empowerment

Enable any LLM to call tool in gpt format. Development based on Qwen2. If it cannot adapt to your LLM, your Pull Request is wanted.

A scalable functions or tools orchestration SDK for LLM agents, built on OpenAI’s /v1/responses API. Supports dynamic tool planning, memory lifecycle hooks, and multi-modal agent workflows.

Full-stack autonomous agent orchestrator. Features a custom execution engine, dynamic tool registry, and step-by-step run observability (FastAPI + React).

MCP server that connects Cursor AI to n8n — create, list, edit and execute workflows via chat. Deployable on Docker Swarm with per-user key authentication and individual n8n credentials via request headers.

This repo is a short tutorial on LLM Agent tool calling, MCP calling (both client and server) with example code to view the actual traffic sent back and forth.

[Experiment] This is an experiment about LLM's written using LLM's.

AiAgentsForNews is a collaborative crew of AI agents that autonomously researches, scrapes, summarizes, and writes news articles.

This repository explores LangChain Tools, covering built-in tools (DuckDuckGo Search, Shell Tool) and custom tools (@tool, StructuredTool, BaseTool). It demonstrates key concepts like Toolkit, Tool Binding, Tool Calling, Tool Execution, and AgentExecutor with a project on Currency Conversion Tool.

Tool Governance for Pydantic AI Agents