Agentic AI Platforms Vector Databases

End-to-end platforms, frameworks, and orchestration systems for building, deploying, and monitoring multi-agent AI systems in production environments. Does NOT include single-agent chatbots, vector databases themselves, or general MLOps tools without agentic capabilities.

There are 46 agentic ai platforms tools tracked. 1 score above 50 (established tier). The highest-rated is RelevanceAI/relevanceai at 55/100 with 275 stars.

Get all 46 projects as JSON

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#	Tool	Score	Tier	Stars	Language
1	RelevanceAI/relevanceai Home of the AI workforce - Multi-agent system, AI agents & tools	55	Established	275	Python
2	batteries-included/batteries-included Batteries Included is a Kubernetes based software platform for database, ai,...	48	Emerging	86	Elixir
3	gptscript-ai/knowledge Knowledge for GPTScript	41	Emerging	29	Go
4	neurocult/agency 🕵️‍♂️ Library designed for developers eager to explore the potential of...	40	Emerging	505	Go
5	youneslaaroussi/AutoIR Built for the TiDB AgentX Hackathon, AutoIR showcases a real multi-step...	40	Emerging	2	TypeScript
6	AnsImran/productionReady-langgraph-fastapi-nextjs-template A full-stack AI template that connects LangGraph agents with a Next.js...	34	Emerging	1	Jupyter Notebook
7	msg-CareerPaths/node-ai-training This is the official Node AI Training for .msg Career Paths	32	Emerging	1	TypeScript
8	vintagedon/spec-driven-ai Outcome-driven infrastructure through systematic AI collaboration within...	31	Emerging	2	—
9	ElMoorish/system-design-bible System design for the AI era — LLM infra, RAG, agents, and the classic...	24	Experimental	2	—
10	EugenesDad/RisuAI-Agent-plugin A plugin that simulates an AI agent orchestration layer on top of RisuAI.	24	Experimental	3	JavaScript
11	samarthsaxena2004/ai-knowledge-hub Engineered a containerized backend service using Docker and FastAPI,...	23	Experimental	—	TypeScript
12	project-david-ai/platform-docker A single pip installed package will orchestrate a production ready instance...	22	Experimental	—	Python
13	project-david-ai/projectdavid-platform A single pip installed package will orchestrate a production ready instance...	22	Experimental	—	Python
14	ShadmanSakibRahman/ai-data-engineer-roadmap The complete roadmap to becoming an AI Data Engineer in 2026 — tools,...	22	Experimental	—	—
15	luigigargioni/llm4hrc Hybrid Architecture for Human-Robot Collaboration	22	Experimental	—	Python
16	decided-indication109/AI-Engineer-in-90-Days Build practical AI systems and agents in 90 days with a clear, project-based...	22	Experimental	—	Mermaid
17	Jeo-Jang/Portfolio Introducing my engineering & architecture examples.	21	Experimental	—	—
18	ihuzaifashoukat/ihuzaifashoukat Full Stack Developer \| AI & RAG Expert \| Open Source Contributor. Bridging...	21	Experimental	4	—
19	caoergou/dify-installer One-click installer for Dify Docker deployment \| Dify 一键安装脚本，使用 Docker Compose 部署	21	Experimental	—	Shell
20	GhOsTxChEaT/s4hana-ai-agent-openshift 🤖 Automate SAP S/4HANA deployment on IBM Cloud PowerVS using Generative AI...	21	Experimental	—	SCSS
21	theo-ai-lab/ai-career-coach Production AI career coaching platform — multi-agent orchestration, RAG, LLM...	21	Experimental	—	TypeScript
22	Anonymousforareason111/hybrid-orchestrator 🤖 Implement hybrid human-AI orchestration patterns in Python to coordinate...	21	Experimental	—	Python
23	RichardZhu02me/Exam-Generator AI agent built to learn and create high quality exams in markdown+latex from...	21	Experimental	—	Python
24	karolk75/Cookidoo-Agent Python application integrating OpenAI, Milvus vector DB, and Cookidoo API...	20	Experimental	6	Python
25	0div/fog VM for AI	18	Experimental	4	Go
26	bhanukaranwal/Zenith The Zenith of ML Platforms - AI-first MLOps platform for 2026 with LLMs,...	17	Experimental	—	Python
27	ndenniszhang/genai-orchestrator Example of a high-performance, pluggable AI Agent backend. Features a custom...	16	Experimental	1	Java
28	Benjamim-EP/logos Multi-Cloud Semantic Knowledge Platform that transforms documents into an...	16	Experimental	1	TypeScript
29	bitsandbrains/.bitsandbrainsai Official organization profile, public documentation, and company overview...	15	Experimental	2	—
30	Nexorax-nk/Aura-System Aura is a multi-agent decision support system for emergency response,...	14	Experimental	1	Python
31	joshua-ebner/ai-engineering-patterns Practical AI engineering patterns for building production-ready LLM apps:...	13	Experimental	—	Python
32	NightKing-V/EduAgent AI-powered Research & Exam Assistant	13	Experimental	—	Python
33	BenjaminDanker/Data-AI-Prepare A collection of Python utilities for preparing and transforming text...	13	Experimental	—	Python
34	harshbhanushali26/ai-agent-engine Production-grade autonomous AI agent with multi-layer optimization: pattern...	13	Experimental	—	Python
35	NoorMahammad-S/AutoPrep-Ai-Ml-Data-Platform Production-grade AutoPrep AI ML Data Platform for automated data...	13	Experimental	—	Python
36	detunjiSamuel/sys-design-implementation just learning .... Implementation of (system) design problems.	13	Experimental	—	Python
37	harinimohan19/LLM_engineering_projects End-to-End LLM Engineering: Implementing RAG architectures, specialized AI...	13	Experimental	—	Python
38	chonzadaniel/chonzadaniel Skilled Data Scientist with hands on experience in ML, NLP, Deep Learning &...	13	Experimental	—	Python
39	dk-a-dev/hinge-for-ai-agents Hinge but for AI Agents	13	Experimental	—	Python
40	manishdev92/ai-marketing-data-platform An end-to-end event-driven AI marketing recommendation system	13	Experimental	—	Python
41	ShivamMishra1603/ai-researcher AI research platform with multi-agent orchestration (LangGraph), real-time ...	13	Experimental	—	Python
42	trandinhthang203/ake_final FastAPI Swagger UI: http://34.205.252.57/docs	13	Experimental	—	Jupyter Notebook
43	abdelrhman-arfat/Learning-Ai-Engineering Learning Ai engineering and ai systems	12	Experimental	1	Python
44	FrancescoDiSalesGithub/SimpleCrewAi ai crew using not so much headache code	11	Experimental	—	Python
45	drew-worden/conducta A model orchestration library for the modern AI era with a focus on...	11	Experimental	—	Python
46	jitangupta/ai-release-orchestration AI-powered release management for multi-tenant SaaS — uses RAG + GPT-4...	11	Experimental	—	C#

Comparisons in this category

platform-docker and projectdavid-platform (22 vs 22)