prompt-versioning 开源项目推荐（40 个）

promptslab /Promptify

提示工程 | 提示版本管理 | 使用 GPT 或其他基于提示的模型获取结构化输出。加入我们的 Discord，获取提示工程、LLMs 及其他最新研究。

promptphp /deck

A Laravel package for versioned AI prompt management with variable interpolation, performance tracking & A/B testing.

m7mdhka /pydantic-ai-production-ready-template

🚀 Production-ready template for building AI applications with Pydantic AI, FastAPI, PostgreSQL, Redis, LiteLLM, and comprehensive monitoring. Includes admin panel, CI/CD, testing, and observability out of the box.

AcruxCore /AcruxCore

Open-source LLMOps platform with prompt management, an OpenAI-compatible AI gateway, OpenTelemetry tracing, a versioned tool catalog, and LLM evaluation. Use hosted or self-host with TypeScript and Python SDKs.

Promptlane /Promptlane

PromptLane is an open-source platform for managing and versioning AI prompts. Built with FastAPI, it provides a robust API for prompt management, project organization, and seamless integration with your AI applications.

chrysogonus /prompt-maker-studio

Self-hosted prompt library and template editor with an MCP server for ChatGPT. Save prompts as sections with {{variables}}, version them, and bring your own LLM provider. FastAPI + Next.js, Apache-2.0.

maylad31 /jinja-prompt-manager

Using jinja to build prompts for LLMs and sqlite for prompt versioning

thompson0012 /promptv

A comprehensive developer-first prompt management tool with git-like version control

WellCod /automata

Plataforma para operar agentes de IA em produção: agentes, times multi-agente e workflows versionados com rollback, RAG com pgvector, ferramentas via MCP, guardrails e analytics de latência e custo.

pinkroosterai /Clarive

Open-source platform for managing, versioning, and AI-enhancing LLM prompts across teams

delorenj /prompt-and-tag

Prompt-and-Tag is a tool designed to enhance AI-assisted development by seamlessly integrating your codebase with Large Language Models (LLMs). It creates synchronized snapshots of your code, making it easier to maintain context in AI conversations.

scopecall /scopecall

Open-source, self-hostable AI cost & workflow observability. Find the prompt, customer, model, and workflow path behind every LLM cost spike — without a proxy.

sarthakpranesh /promptify

Promptify — self-hosted prompt manager with MCP, REST API and web UI

maneesh-kumar-thakur /Prompt-Run

curl for prompts. Run .prompt files against any LLM (Anthropic, OpenAI, Ollama) from the terminal. Treat prompts as code — version them, review them in PRs, and test them in CI.

Geoion /VibeBase

A prompt management & model selection platform for LLM engineering. Compare multiple models side-by-side, debug prompts, and find the best model for your use case.

phierceweb /pw-core

Python foundation for LLM apps whose prompts and spend you can actually see — versioned prompts, every call recorded and replayable, budgets, evals, jobs.

obielin /prompt-diff

Diff two LLM prompts at text, semantic, and behavioural levels. Detects changes to persona, constraints, output format, and safety guardrails. CI-ready exit codes. Zero mandatory dependencies.

ademakdogan /prompt-optimizer

Automated prompt optimization using mentor-agent architecture. Generate and refine prompts from labeled data.

baabakk /versioned-store

Embedded-first, storage-portable, immutable-versioned config primitive with an eval-gate coupled to promote, over an arbitrary payload T. Packages: core + prompt-store + scaffold-store.

tahasiddiquii /llm-extraction-pipeline

LLMs as production extraction infrastructure: rule-vs-LLM triage, validated structured outputs, cost-capped model routing, a measured precision/recall eval + vendor-drift detection, entity resolution, and an Airflow 3 ETL DAG. Runs fully offline.