Python agents

SPA-aware browsing library for AI agents

YAML-driven workflow engine for AI agents

Pre-built coding agents for AI-assisted software development

A modular toolkit for decomposed question answering, rank chunks , summaring these chunks for a final answer using LLM's in RAG pipelines.

SPARC-LLM framework with sklearn-inspired object API

Storage connector for reading Spark event logs from HDFS, S3, and GCS

LLM assistant for the development of Spark applications

Distributed LLM evaluation framework for Apache Spark

Remote AI Command Center agent for NVIDIA DGX Spark

Reusable components and complete chat system to improve Large Language Models (LLMs) capabilities when generating SPARQL queries for a given set of endpoints, using Retrieval-Augmented Generation (RAG) and SPARQL query validation from the endpoint schema.

Delta compression for LLM fine-tunes - lossless or LoRA-equivalent SVD compression

sparsegpt - Massive Language Models Can be Accurately Pruned in One-shot

Super simple user agent generator

SpawnHub adapter for the OpenAI Agents SDK

Python Client SDK Generated by Speakeasy

Auto-generate an Obsidian knowledge wiki from every git push, powered by Claude

Hardware specification analyzer for embedded software development -- datasheets, register maps, protocols, constraints

Spec-driven workflow system for autonomous AI-assisted software development

An Open-source Library for pre-defined LLM powered specialized agents

LLM application development framework

Speculate is a BDD-style framework for validating LLM behavior, offering rich CLI reporting and support for multiple backends like Ollama, OpenAI, and more.

A voice interface for OpenAI's ChatGPT

Utility functions for LLM applications

Async OpenAI client for fast and efficient API requests using AIOHTTP module.

Spatial cell representation matching

Neural document OCR for Chilean territorial planning documents

TODO

LLM-friendly documentation outputs for Sphinx — llms.txt, llms-full.txt, docs.json, per-page Markdown

llms-full.txt generator for Sphinx

Sphinx extension for llms.txt links.

llms-full.txt generator for Sphinx

Strip pragmas from your docs.

A builder for Sphinx to extract paragraphs from docs.

Build gemini blog

spice agent

A distributed spider framework

AI-powered assistant for spike sorting and neural data analysis

easy local file transfer with curvecp

SPL — A Declarative Language for Agentic LLM Workflow Orchestration

Spline agent for Python. Lineage tracking utility.

Control and coordination infrastructure for AI agents

A Python tool for splitting large Markdown files into smaller sections based on a specified token limit. This is particularly useful for processing large Markdown files with GPT models, as it allows the models to handle the data in manageable chunks.

Python tool designed to reorganize large Python projects into minified files based on a specified token limit. This is particularly useful for processing large Python projects with GPT models, as it allows the models to handle the data in manageable chunks.

Reserved for the SploitX project (Agents).

OpenTelemetry CrewAI instrumentation

OpenTelemetry Official Langchain instrumentation

Splunk OpenTelemetry LlamaIndex instrumentation

OpenTelemetry Official OpenAI instrumentation

Splunk OpenTelemetry OpenAI Agents instrumentation

LangChain integration for Spokest Brain memory

A simple library to generate fake user agents.

MCP server for sports trading card pricing, market analysis, grading ROI, investment advice, and player stats (NBA/NFL/MLB)

Spectrum instance spotinst-agent that is able to run remote scripts, collect data, deploy applications and more.

Spectrum instance spotinst-agent that is able to run remote scripts, collect data, deploy applications and more.

Spectrum instance spotinst-agent that is able to run remote scripts, collect data, deploy applications and more.

Spectrum instance spotinst-agent that is able to run remote scripts, collect data, deploy applications and more.

spotmax agent package

spRAG

Python-first application framework over SPECTER and RAGOT

A simple S3 file downloader

Turn any AI agent into an agile developer. Persistent sprint context for Claude Code, Cursor, Copilot, Codex, Gemini, Aider, Windsurf. Zero dependencies.

Runtime security for AI agents — detects jailbreak, prompt injection, and tool misuse from inside the agent.

Spryngtime Usage Analytics & Billing API

Spryngtime Usage Analytics & Billing API

Client library for SPT Neo RAG API

Spy-Agent: Advanced JS Miner

spy-agent-build-sdk

Spyder plugin for Claude Code interaction

Framework-agnostic agent observability & LLM tracing. Supports OpenAI, Anthropic, CrewAI, AutoGen, LangGraph, and OpenTelemetry.

This is used as a placeholder to help prevent dependency confusion attacks.

This is used as a placeholder to help prevent dependency confusion attacks.

Read-only SQL CLI for agentic workflows

A secure SQL tool for AI agents to interact with databases

SQL Fragments library for building SQL queries.

A playground for SQL and LLMs

SQL Storage Middleware for SQLite and Postgres

A tool to extract SQL database schema and generate ChatGPT prompts

SQL agent, query your database

Conversational Text-to-SQL agent that allows you to ask natural language questions over structured data (Excel → SQLite), using semantic search, automatic SQL generation, safe execution, and LLM-based result interpretation — all with conversation memory and SQL history.

SQL agent, query your database

A SQLAlchemy integration for the Haystack framework.

Sqlalchemy nl2sql agent

Service-first database intelligence platform for safe inspection and agent-ready exports

A sql parser which support mysql, oceanbase and odps

Python package that loads data from Minecraft: Bedrock Edition packs into SQLite database

SQLite cache storage for botasaurus.

AioSQLiteStorage is a very good FSM Storage for Telegram bots on Python.

Hybird search with SQLite AI and SQLite Vector

Run llm from sqlite

SQLite storage for aiogram bots.

SQL with LLM

An open-source Generative AI (GenAI) application designed to provide users

Prepare and query vector embeddings for RAG applications using DuckDB

The Operating System for Autonomous Software Teams

Function