Production Copilot Systems RAG Tools

Full-stack copilot applications with RAG, agentic workflows, and production infrastructure (FastAPI, streaming, monitoring, deployment). Focuses on end-to-end systems for specific domains (maintenance, incidents, customer support, research). Does NOT include general RAG frameworks, single-purpose tools, or domain-specific chatbots without agentic capabilities.

There are 78 production copilot systems tools tracked. The highest-rated is Tswoen/Paper-Agent at 38/100 with 64 stars.

Get all 78 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=rag&subcategory=production-copilot-systems&limit=20"

Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.

#	Tool	Score	Tier	Stars	Language
1	Tswoen/Paper-Agent Paper-Agent 是一个面向科研人员和学生的智能论文检索与调研工具。项目基于多智能体协作架构（AutoGen +...	38	Emerging	64	Python
2	TIGER-AI-Lab/ScholarCopilot ScholarCopilot: Training Large Language Models for Academic Writing with...	37	Emerging	251	Python
3	Huzefaaa2/MindOps MindOps is the layer where AI meets awareness, where observability data...	33	Emerging	2	Python
4	Mohith-akash/Global-News-Intel-Platform AI-powered geopolitical news intelligence platform. Ingests 100K+ daily...	31	Emerging	10	Python
5	vtempest/ai-research-agent 🤖🔎 STREAM: Search with Top Result Extraction & Answer Model 🔤📊 SEEKTOPIC...	30	Emerging	73	HTML
6	Adam10-b/Deep-Research-AI-Agent 🤖 Build an intelligent Deep Research AI agent to generate questions,...	28	Experimental	2	TypeScript
7	rsharvesh16/ResqAI ResqAI is an AI-driven emergency companion that provides real-time weather...	26	Experimental	3	Python
8	Sanika73/ai-research-platform 🔍 Conduct in-depth AI research with FastAPI, leveraging OpenAI models for...	25	Experimental	—	Python
9	1jamesthompson1/TAIC-engine AI powered data pipeline to turn unstructured transport accident...	25	Experimental	—	Python
10	ZySec-AI/open-copilot Open Copilots is an open platform that enables users to chat with AI agents,...	25	Experimental	3	TypeScript
11	unb-Sistemas-de-Machine-learning/scinewsAI Plataforma de blog e newsletter que monitora, filtra e simplifica papers do...	25	Experimental	2	TypeScript
12	Haemon-Yang/FootballBettingAgent FootballBettingAgent is an AI-powered football betting assistant that helps...	24	Experimental	7	Python
13	wanghong5233/ScholarMind AI assistant for researchers: RAG, Agent, DeepResearch, Doc Studio. FastAPI + React.	23	Experimental	1	Python
14	bibhupradhanofficial/airsense AirSense is an intelligent, full-stack platform for real-time Air Quality...	23	Experimental	1	TypeScript
15	JallinskyLuca/ai-etl-anomaly-detection 🚀 Detect anomalies in structured datasets with this AI-driven ETL pipeline,...	23	Experimental	1	Jupyter Notebook
16	ARPAHLS/OPSIE OPSIIE (OPSIE) is an advanced Self-Centered Intelligence (SCI) prototype...	23	Experimental	24	Python
17	areddy1805/ai-customer-copilot Production-grade AI Customer Support Copilot with deterministic...	23	Experimental	1	Python
18	TumeloKonaite/FlipFinder ulti-agent e-commerce arbitrage platform that scans deals, estimates true...	22	Experimental	—	Jupyter Notebook
19	nippa44-goku/pinescript-ai Generate and validate PineScript code locally using AI with multi-provider...	22	Experimental	—	TypeScript
20	Niravgoyani7/copilot-router 🛠️ Connect GitHub Copilot with OpenAI and Anthropic clients through a simple...	22	Experimental	—	TypeScript
21	senanurcetin/Ops-Copilot AI assistant for factory operators with document-grounded troubleshooting...	22	Experimental	—	TypeScript
22	AlexG-4W/autonomous-engineering-copilot The Autonomous Engineering Copilot is a cross-platform Python desktop...	22	Experimental	—	Python
23	jainsiddhant26/news-intel-platform Real-time financial news monitoring with Multi-Agent AI + RAG	22	Experimental	—	Python
24	Edge-Explorer/CopAssist-AI CopAssist AI is a modular surveillance analysis system designed to assist...	22	Experimental	—	Python
25	NathS04/policy_copilot_submission Audit-Ready RAG with Citation Enforcement and Reliability Evaluation —...	22	Experimental	—	Python
26	jotit4/ekonlabs-ai-core Open-source backend foundation for multi-tenant clinical AI assistants	22	Experimental	—	Python
27	kuntal5657/incident-ai Production-grade GenAI Incident Intelligence System (RAG + Fine-Tuning +...	21	Experimental	2	Python
28	Infant83/Federlicht From raw web evidence to decision-ready reports: Feather collects,...	21	Experimental	2	HTML
29	MatGera/adpit-multiaccdoa-seld Semantic Acoustic Digital Twin — edge SELD on MEMS arrays (FOA), cloud...	21	Experimental	2	Python
30	dhirajdj30/News-Trust-Agent News Trust Agent is an agentic Python application that helps evaluate the...	20	Experimental	1	Jupyter Notebook
31	Nexis-AI/Nex-T1-Research Multi-agent orchestration framework for autonomous DeFi trading. Achieves...	20	Experimental	1	—
32	didier-durand/qstensils Tools and scripts for Amazon Q operations and explorations	19	Experimental	24	Python
33	MBilalKhanAI/DataScout-backend AI-powered FastAPI backend with multi-agent orchestration (LangGraph),...	19	Experimental	—	Python
34	DrNOFX97/mirobaldo_3.0 🤖 RAG-powered Football Intelligence Assistant \| Multi-agent system with web...	19	Experimental	—	HTML
35	xanderstevenson/cisco-automation-certification-station A production-ready Hybrid Retrieval-Augmented Generation (RAG) system...	18	Experimental	3	Python
36	1pperalta/ScrapOddsAPI Full-stack platform that scrapes, stores, and analyzes sports betting odds...	17	Experimental	3	Python
37	TalhaBruh/Comment-hunter-Reddit-Marketing-tool OpenAI powered Reddit marketing tool for extracting latest Reddit comments...	16	Experimental	4	Python
38	ArionDas/paper-agent A lightweight AI agent which reads and summarizes research papers for you.	16	Experimental	12	Python
39	maree217/kb-implementation-examples All 50+ code examples from Copilot Architect Knowledge Base in runnable...	16	Experimental	1	Python
40	Dharm3438/Reddit-AI-Agent Reddit AI Agent is an intelligent tool that helps you explore Reddit like...	16	Experimental	36	Python
41	mentailityai/Night-Shift An automated data pipeline that captures user corrections to AI outputs and...	16	Experimental	2	Python
42	williamjxj/AutoBidder AI-powered proposal automation agent. Seamlessly integrates job scraping,...	16	Experimental	2	TypeScript
43	shyamingit/ai-code-copilot Local RAG-based AI code copilot that semantically indexes a codebase and...	15	Experimental	—	Python
44	tibateauxxx/CNC_Predictive_Maintenance Système de maintenance prédictive pour tours CNC — XGBoost + Agent RAG...	15	Experimental	1	Python
45	al-Jurjani/DetoxifyAI Production-grade MLOps pipeline for toxicity detection and LLM-powered text...	15	Experimental	—	HTML
46	mrshibly/autonomous-research-agent Autonomous multi-agent research assistant that performs web search,...	15	Experimental	1	Python
47	Hamza-a02/InsurTech-AI- AI-powered insurance automation platform with dual-agent workflows for FNOL...	14	Experimental	—	TypeScript
48	kalraakshit042/startup-research Paste a company name, get a synthesized research brief in 90 seconds	14	Experimental	—	Python
49	Z4phxr/igaming-research-agent Automated daily intelligence agent that scrapes, filters, and synthesizes US...	14	Experimental	—	Python
50	danieloza/llm-incident-review-console FastAPI incident console for reviewing AI failures with timeline evidence,...	14	Experimental	—	Python
51	Jeremytriana811/campus-copilot Grounded academic copilot for advising Q&A, degree checking, planning, and...	14	Experimental	—	Python
52	gcardenasc/compliance-copilot Agentic RAG prototype for regulatory document analysis. Features hybrid...	14	Experimental	—	Python
53	PaoloSebastian12/IA_sales_agent Advanced AI Sales & Compliance Agent using Hierarchical RAG (Auto-merging...	14	Experimental	—	Python
54	busra-yesilbas/ai-research-copilot AI-powered research paper analysis system using RAG, vector search, and...	14	Experimental	—	Python
55	SKeval/SKeval-aq-guardian AQ‑Guardian is a Germany‑wide real‑time air quality forecasting and advisory...	14	Experimental	—	Python
56	ashwath-b/ai-engineering Production AI backend: streaming chat, RAG pipeline, and autonomous fraud...	14	Experimental	—	Python
57	shriyaMadan/urban-ai-copilot Urban AI Copilot	14	Experimental	—	Python
58	ATHARNAWAZ/pipeline-doctor AI-powered dbt pipeline debugger — ask why your models failed in plain English	14	Experimental	—	Python
59	AshishSeru/meydan-ai-compliance-copilot AI compliance copilot using Retrieval-Augmented Generation to guide...	14	Experimental	—	Python
60	stathis0074/Agentic-AI-Project-Find-Deal-Opportunities Detect underpriced products by scraping deals and using AI models to...	14	Experimental	—	Jupyter Notebook
61	xxxsoekarno-lab/ai-research-copilot 🔬 Chat with research papers using AI, extracting insights and summaries...	14	Experimental	—	Python
62	NCBI-Codeathons/mlxai-2024-team-saddler ToxPipe: Semi-autonomous AI integration of diverse toxicological data streams	14	Experimental	12	JavaScript
63	abdullahaghaMAF/d365-intelligent-ops-copilot D365 Intelligent Operations Copilot - Multi-Agent AI Command Center	14	Experimental	—	C#
64	vijay-balaji-m/auto-compliance-ai Local LLM-powered AI assistant for ISO 26262 & ASPICE using RAG	14	Experimental	—	Python
65	studyhaidar77-art/ai-research-copilot 🔬 GPT-powered Research Copilot built with Retrieval-Augmented Generation...	12	Experimental	1	Python
66	snowch/vastdata_siem_demo Example of SIEM capability augmentation using Vast Data	11	Experimental	—	Python
67	zfifteen/wet-donkey Contract-first pipeline that turns a topic into a narrated Manim video using...	11	Experimental	—	Python
68	gaya3reddy/guidelinecopilot Evidence-grounded RAG assistant for medical guidelines with citations +...	11	Experimental	—	Python
69	MAhsaanUllah/Enterprise-RAG-Support-Automation A secure RAG-based AI Agent using Gemini 2.5 Flash and Pinecone to automate...	11	Experimental	—	—
70	dhawarindra01/ai-ops-triage-copilot 🤖 Optimize support operations with AI for efficient ticket triage, automated...	11	Experimental	—	—
71	srajal-87/DealSense-AI DealSense AI - An intelligent agentic AI system that scans, evaluates, and...	11	Experimental	—	Jupyter Notebook
72	matiasrodriguezc/autobid-ai 🚀 Intelligent SaaS for tender management. Uses RAG (Gemini + Pinecone) &...	11	Experimental	—	TypeScript
73	matiasrodriguezc/ai-assesment Production-ready AI platform for secure document ingestion, PII-safe RAG...	11	Experimental	—	TypeScript
74	noambars121/ai-ops-triage-copilot Production-style AI triage + internal ops inbox with RAG, human approval,...	11	Experimental	—	TypeScript
75	Dineshkumar-Ponnusamy/HR-Copilot An intelligent HR policy assistant that uses Retrieval-Augmented Generation...	11	Experimental	—	Python
76	sudeep-daivajna/Enterprise-KB-Copilot Deployed RAG copilot with RBAC, citations, hybrid retrieval, reranking, and...	11	Experimental	—	Python
77	andy-waters/arclight-copilot Agentic research copilot (LangChain + Azure OpenAI + Streamlit) with...	11	Experimental	—	Python
78	maree217/copilot-architect-kb Production-Ready AI Systems • Enterprise Architecture • Azure & Beyond	10	Experimental	3	HTML