Python agents

A Firebase Firestore RAG system that bridges natural language prompts with structured database queries. It converts user input into intelligent retrieval operations, allowing developers to interact with Firestore using plain English instead of writing queries manually.

A library for building Retrieval-Augmented Generation (RAG) systems using ChromaDB and popular language models (LLMs).

Reserved package name for Predicat (placeholder).

Reserved package name for Predicat (placeholder).

Tools to benchmark, deploy and monitor prediction market agents.

LangChain integration for Prefactor observability

Prefect integrations for working with OpenAI.

An EOS agent to dynamically update IRR based prefix-lists

preLLM — One function for small LLM preprocessing before large LLM execution. Like litellm.completion() but with decomposition.

Placeholder package that redirects to the PreownedGPT website.

Agent Framework / shim to use Pydantic with LLMs, slim package

some package

This is a text preprocessing package

Metrics collection agent for Prescale - Predictive Infrastructure Intelligence Platform

Haystack integration for Microsoft Presidio — PII detection and anonymization

🙏🏼 Politely injects PLEASE into your LLM prompts. Because manners matter (kind of).

Prime is a powerful, modular, and highly extensible framework designed for developers building applications that require a seamless blend of performance, flexibility, and scalability. With Prime, you can harness the power of modern tools to craft cutting-edge solutions across industries.

Predictive Retrieval with Intelligent Memory Embeddings

Best collective comms library in the solar system

A Python package with a built-in web application

A Python package with a built-in web application

Official Python SDK for PrimeLLM - Tool calling, streaming, multi-turn agents

Primordial AgentStore CLI — discover, install, and run AI agents

Primust governance adapter for LangGraph

Primust governance adapter for OpenAI Agents SDK

A small example package

Build-vs-borrow intelligence for agentic workflows - helps AI agents discover and evaluate open source packages

LLM cost and usage observability SDK

Epistemic Graph RAG with Spreading Activation — retrieval that understands how knowledge relates, not just what it says

PRISMA 2020 systematic literature review agent powered by Pydantic AI

Official Prisme.ai Python SDK for Agent Factory and Storage APIs

PrismLLM: Hardware-agnostic LLM inference library

Generate and execute SQL queries against MySQL/PostgreSQL using an LLM

Storage implementation for Django that interacts with Google Drive

Haystack integration for xLink identity-based authentication (RAG pipelines, 603× faster M2M auth)

SuperAGI integration for xLink identity-based authentication (autonomous AI agents, 603× faster M2M auth)

Private AutoGPT Robot - Your private task assistant with GPT!

PrivateRAG Python SDK with Rust-backed local search and PIR retrieval.

LangChain retriever adapter for the PrivateRAG Python SDK.

A package for generating evaluation set for LLM-based chatbots in a diverse and private manner

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A Python framework to transform your AI from reactive to proactive with intelligent timing and context-aware wake-up patterns - Your agent decides when to speak!

Probe agent

Behavioral testing framework for LLMs — test properties, not benchmarks.

Offensive security testing for AI agents

Automated red-team discovery for AI models

CrewAI integration for ProceedGate cost governance

Supabase 기반 이벤트/작업 폴링으로 A2A AgentExecutor를 실행하는 SDK

ProcessGPT Agent Utilities - 도구 로더, 지식 관리, 이벤트 로깅, 데이터베이스 유틸리티

통합 LLM 팩토리 라이브러리 - 다양한 LLM 제공자를 통합된 인터페이스로 사용

Process GPT MCP Server - 프로세스 생성, 조회, 실행, 회사 정보 질의 도구

ProcessFork integration for AutoGen 0.4+ — atomic group-chat snapshots.

ProcessFork integration for Claude Code — adds /snapshot, /fork, /merge slash commands.

ProcessFork memory adapter for CrewAI ≥0.130 — time-travel debugging across crew runs.

ProcessFork checkpointer for LangGraph — full four-layer snapshots at every node boundary.

ProcessFork plugin for vLLM ≥0.10 — paged-KV-cache snapshot/restore via batch-invariant kernels.

Synchronizes your WireGuard settings with Pro Custodibus.

Core Agent SDK for Prodigal AI

Autonomous AI agent that builds, tests, and deploys web and native iOS applications from ideas

Product intelligence for JetBrains IDEs via ACP

Enterprise-ready Retrieval-Augmented Generation framework with superior performance, reliability, and observability

Productivity Agent AI Agent Directory to Host All Productivity Agent related AI Agents Services, Community, Reviews and More.

This proj_flow extension aids with builds covered with github.com/mbits-libs/coveralls

Deterministic loop-driven Codex CLI orchestration for project delivery.

Shared memory foundation for AI development teams

LLM and VLM model

LLM and VLM trainer

Intelligent LLM Execution Layer for developer teams — anonymize code, route models, solve tickets.

Intelligent LLM Execution Layer for developer teams — anonymize code, route models, solve tickets.

A framework for building AI agents

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Prompt Defender. A package to help you defend against prompt injection attacks.

Production-ready LLM security firewall powered by Groq

A zero-dependency CLI tool to prompt LLMs by reego.software

Library for managing and caching Google Docs prompts with templating support.

Prompt flow index build

Package for Promptflow tool that sends typed LLM requests

A minimalist LLMOps framework for prompt versioning, evaluation and regression testing.

A simple, zero-dependency library to format prompts for various open-source LLMs.

In-memory hybrid vector + text store for promptimus.

A lightweight library for LLM prompt management, observability/tracing, and optimization

pytest for AI agents — test safety, accuracy, tool use, and cost

pytest + observability infrastructure for AI agents. Evaluate the agents you build: multi-turn adversarial red teaming and artifact grading with jury based scoring. Observe the agents you use: intelligent risk screening and intent trajectories for coding agents (Claude Code, Cursor). LLM agnostic.

Official Python SDK for ProofAgent™

ProofGate Action Provider for Coinbase AgentKit - Blockchain guardrails for AI agents

Evals and observability for RAG: prompt-injection screening on stored documents

A modular AI agent framework that can also be your local CLI agent!

ClickHouse AI Agent - Natural language interface for ClickHouse databases

Local agent library

LangChain BaseCallbackHandler that signs every LLM and tool callback via the Provedex sidecar. Covers LangGraph by inheritance.

AgentScope: A Flexible yet Robust Multi-Agent Platform.

A production-ready runtime framework for agent applications, providing secure sandboxed execution environments and scalable deployment solutions with multi-framework support.

Supabase-backed config, logging, and memory for Claude Agent SDK agents

LLM Proxy to reduce cost and complexity of using multiple LLMs

pruv verification layer for CrewAI agents

pruv verification layer for LangChain agents

pruv verification layer for OpenAI Agents SDK