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 77 agentic ai platforms tools tracked. The highest-rated is RelevanceAI/relevanceai at 48/100 with 275 stars.

Get all 77 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	48	Emerging	275	Python
2	batteries-included/batteries-included Batteries Included is a Kubernetes based software platform for database, ai,...	44	Emerging	86	Elixir
3	youneslaaroussi/AutoIR Built for the TiDB AgentX Hackathon, AutoIR showcases a real multi-step...	39	Emerging	2	TypeScript
4	Ratnesh-181998/AI-Engineer AI Engineering Specially Topics- Agentic AI & GenAI Explanation	36	Emerging	2	—
5	gptscript-ai/knowledge Knowledge for GPTScript	34	Emerging	29	Go
6	neurocult/agency 🕵️‍♂️ Library designed for developers eager to explore the potential of...	33	Emerging	505	Go
7	Ratnesh-181998/Agentic-AI-and-GeN-AI-Cloud-Stack-AWS-GCP-Azure Agentic AI and Generative AI implementations using LangChain, LangGraph,...	32	Emerging	1	—
8	neomatrix369/AIE7-Cert-Challenge AIE7: Certification Challenge	30	Emerging	2	Jupyter Notebook
9	msg-CareerPaths/node-ai-training This is the official Node AI Training for .msg Career Paths	28	Experimental	1	TypeScript
10	AnsImran/productionReady-langgraph-fastapi-nextjs-template A full-stack AI template that connects LangGraph agents with a Next.js...	28	Experimental	1	Jupyter Notebook
11	snowholt/chefbelle Intelligent cooking companion that finds recipes based on your ingredients...	27	Experimental	5	Jupyter Notebook
12	vintagedon/spec-driven-ai Outcome-driven infrastructure through systematic AI collaboration within...	25	Experimental	2	—
13	EugenesDad/RisuAI-Agent-plugin A plugin that simulates an AI agent orchestration layer on top of RisuAI.	25	Experimental	3	JavaScript
14	Ratnesh-181998/LLMOps-and-AIOps-Work Agenetic AI & GenAI (Groq, Mistral, LangChain, LangGraph, RAG, Vector DBs),...	25	Experimental	4	—
15	natiixnt/AI-Engineer-in-90-Days ⭐ If this roadmap helps you become an AI engineer, consider starring the repo.	24	Experimental	2	Mermaid
16	ElMoorish/system-design-bible System design for the AI era — LLM infra, RAG, agents, and the classic...	24	Experimental	2	—
17	adhityaravi/theow A programmatic autonomous LLM agent	24	Experimental	2	Python
18	Aronno1920/AI-Engineering AI Engineering Bootcamp for Programmers - A 19-module, 18-week immersive...	23	Experimental	5	Jupyter Notebook
19	BiggerCap/agentops-hub 🤖 Orchestrate AI agents with ease using this production-ready platform,...	22	Experimental	—	TypeScript
20	krunixbase/agent-ai-lab Laboratory environment for building AI agents, backend orchestration, LLM...	22	Experimental	—	Python
21	Anonymousforareason111/hybrid-orchestrator 🤖 Implement hybrid human-AI orchestration patterns in Python to coordinate...	22	Experimental	—	Python
22	johanatanmartyn/Agentic-AI-and-GeN-AI-Cloud-Stack-AWS-GCP-Azure 🧠 Explore Agentic AI and GeN AI solutions on AWS, GCP, and Azure to harness...	22	Experimental	—	—
23	GhOsTxChEaT/s4hana-ai-agent-openshift 🤖 Automate SAP S/4HANA deployment on IBM Cloud PowerVS using Generative AI...	22	Experimental	—	SCSS
24	caoergou/dify-installer One-click installer for Dify Docker deployment \| Dify 一键安装脚本，使用 Docker Compose 部署	22	Experimental	—	Shell
25	project-david-ai/platform-docker A single pip installed package will orchestrate a production ready instance...	22	Experimental	—	Python
26	project-david-ai/projectdavid-platform A single pip installed package will orchestrate a production ready instance...	22	Experimental	—	Python
27	joseph-webber/agentic-brain Production-ready LangChain alternative. 1 core dependency (aiohttp). 12...	22	Experimental	—	Python
28	ShadmanSakibRahman/ai-data-engineer-roadmap The complete roadmap to becoming an AI Data Engineer in 2026 — tools,...	22	Experimental	—	—
29	luigigargioni/llm4hrc Hybrid Architecture for Human-Robot Collaboration	22	Experimental	—	Python
30	decided-indication109/AI-Engineer-in-90-Days Build practical AI systems and agents in 90 days with a clear, project-based...	22	Experimental	—	Mermaid
31	infinitycloud-ch/cloudmind-origins The genesis of the Agentic Farm (Sept 2023). AI Equalizer, dynamic 4-agent...	22	Experimental	—	Python
32	HiZouraiz/agentic-ai-toolkit Production-ready patterns and utilities for building multi-agent AI systems	22	Experimental	—	TypeScript
33	samarthsaxena2004/ai-knowledge-hub Engineered a containerized backend service using Docker and FastAPI,...	21	Experimental	—	TypeScript
34	alazkiyai09/enterprise-ai-systems Production-ready AI projects showcasing deployment, monitoring, and MLOps...	20	Experimental	1	Python
35	nerdy1texan/Propulse AI-powered multi-agent system for automated proposal generation using...	20	Experimental	5	Python
36	AI-Governance-Lab/s4hana-ai-agent-openshift AI Agent for automating SAP S/4HANA deployment on IBM Cloud PowerVS using...	19	Experimental	—	Python
37	ck-unifr/inspection_ai_pilot Inspection AI Pilot (工程检测智能领航员) 这是一个面向工程检测行业的垂直领域 AI Agent...	19	Experimental	—	Python
38	commune-dev/agent-stack Curated registry of 50+ infrastructure tools purpose-built for production AI...	19	Experimental	—	—
39	theo-ai-lab/ai-career-coach Production AI career coaching platform — multi-agent orchestration, RAG, LLM...	19	Experimental	—	TypeScript
40	akhundmuzzammil/agentops-hub A production-ready AI agent orchestration platform with RAG capabilities,...	19	Experimental	—	TypeScript
41	RichardZhu02me/Exam-Generator AI agent built to learn and create high quality exams in markdown+latex from...	19	Experimental	—	Python
42	Oleksandr410/enterprise-ai-systems Production-ready AI projects showcasing deployment, monitoring, and MLOps...	19	Experimental	—	Python
43	Jeo-Jang/Portfolio Introducing my engineering & architecture examples.	19	Experimental	—	—
44	ttcs60cntt3/meta-ai-orchestrator 🐙 Meta-AI Orchestrator unifies multiple LLMs with dynamic routing, RAG...	17	Experimental	4	Rust
45	bhanukaranwal/Zenith The Zenith of ML Platforms - AI-first MLOps platform for 2026 with LLMs,...	15	Experimental	—	Python
46	Ratnesh-181998/Resume-and-Social-Profiles Experienced 4+ Yrs across the full AI/ML lifecycle, from DE , DS and model...	15	Experimental	1	—
47	aditya-caltechie/ai-deals2buy Build Autonomous multi agent system collaborating with models to spot deals...	14	Experimental	—	Python
48	NoorMahammad-S/AutoPrep-Ai-Ml-Data-Platform Production-grade AutoPrep AI ML Data Platform for automated data...	14	Experimental	—	Python
49	jitangupta/ai-release-orchestration AI-powered release management for multi-tenant SaaS — uses RAG + GPT-4...	14	Experimental	—	C#
50	trandinhthang203/ake_final FastAPI Swagger UI: http://34.205.252.57/docs	14	Experimental	—	Jupyter Notebook
51	joshua-ebner/ai-engineering-patterns Practical AI engineering patterns for building production-ready LLM apps:...	14	Experimental	—	Python
52	ihuzaifashoukat/ihuzaifashoukat Full Stack Developer \| AI & RAG Expert \| Open Source Contributor. Bridging...	14	Experimental	4	—
53	0div/fog VM for AI	14	Experimental	4	Go
54	Kritimbist/Agentic_AI-Multi-Agent-Orchestration A hands-on repository where I explore building Agentic AI systems using...	14	Experimental	—	—
55	piyalidas10/AI GEN AI Playground : Sample development & integration of Ollama, RAG,...	14	Experimental	—	Python
56	bitsandbrains/.bitsandbrainsai Official organization profile, public documentation, and company overview...	13	Experimental	2	—
57	Pusri27/aegis-ai Multi-agent AI platform for explainable business decision intelligence. ...	13	Experimental	—	TypeScript
58	karolk75/Cookidoo-Agent Python application integrating OpenAI, Milvus vector DB, and Cookidoo API...	13	Experimental	6	Python
59	Yuan-ManX/AI-Engineer-DevTools Here we will keep track of the latest AI Engineer Development Tools! 🔥	13	Experimental	8	—
60	Benjamim-EP/logos Multi-Cloud Semantic Knowledge Platform that transforms documents into an...	12	Experimental	1	TypeScript
61	Nexorax-nk/Aura-System Aura is a multi-agent decision support system for emergency response,...	12	Experimental	1	Python
62	ndenniszhang/genai-orchestrator Example of a high-performance, pluggable AI Agent backend. Features a custom...	12	Experimental	1	Java
63	weg-9000/agent_data_isolation AI Agent Data Isolation System A universal framework to prevent data...	11	Experimental	—	Python
64	Sowmya-5G4/LLM-Orchestration-Engine Production-grade LLM orchestration system built with LangChain, LangGraph,...	11	Experimental	—	Python
65	chonzadaniel/chonzadaniel Skilled Data Scientist with hands on experience in ML, NLP, Deep Learning &...	11	Experimental	—	Python
66	detunjiSamuel/sys-design-implementation just learning .... Implementation of (system) design problems.	11	Experimental	—	Python
67	harinimohan19/LLM_engineering_projects End-to-End LLM Engineering: Implementing RAG architectures, specialized AI...	11	Experimental	—	Python
68	Akash-47-tank/AI-Agent-Project Modular FastAPI-based AI Agent with RAG, Memory, and LLM services	11	Experimental	—	Python
69	NightKing-V/EduAgent AI-powered Research & Exam Assistant	11	Experimental	—	Python
70	manishdev92/ai-marketing-data-platform An end-to-end event-driven AI marketing recommendation system	11	Experimental	—	Python
71	adityonugrohoid/ai-system-architecture-landscape Principal-level reference architecture for modern AI systems: local, hybrid,...	11	Experimental	—	Python
72	BenjaminDanker/Data-AI-Prepare A collection of Python utilities for preparing and transforming text...	11	Experimental	—	Python
73	kudosscience/enterprise-ai-assistant-platform Enterprise AI Assistant Platform showcasing multi-agent workflows, RAG with...	11	Experimental	—	Python
74	dk-a-dev/hinge-for-ai-agents Hinge but for AI Agents	11	Experimental	—	Python
75	tvprasad/ai-ml-foundation-and-applied-systems AWS native Agentic AI reference architectures with documented architecture...	11	Experimental	—	—
76	harshbhanushali26/ai-agent-engine Production-grade autonomous AI agent with multi-layer optimization: pattern...	11	Experimental	—	Python
77	ShivamMishra1603/ai-researcher AI research platform with multi-agent orchestration (LangGraph), real-time ...	11	Experimental	—	Python

Comparisons in this category

Agentic-AI-and-GeN-AI-Cloud-Stack-AWS-GCP-Azure and LLMOps-and-AIOps-Work (32 vs 25) AI-Engineer and Agentic-AI-and-GeN-AI-Cloud-Stack-AWS-GCP-Azure (36 vs 32)