Financial Intelligence RAG RAG Tools

RAG systems for financial analysis, debt optimization, stock research, and investment decision-making using multi-agent systems and real-time market data. Does NOT include general fintech platforms, payment systems, or non-RAG financial tools.

There are 148 financial intelligence rag tools tracked. 1 score above 70 (verified tier). The highest-rated is ZhuLinsen/daily_stock_analysis at 71/100 with 19,349 stars. 3 of the top 10 are actively maintained.

Get all 148 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=rag&subcategory=financial-intelligence-rag&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	ZhuLinsen/daily_stock_analysis LLM驱动的 A/H/美股智能分析器，多数据源行情 + 实时新闻 + Gemini 决策仪表盘 + 多渠道推送，零成本，纯白嫖，定时运行	71	Verified	19,349	Python
2	derisk-ai/OpenDerisk AI-Native Risk Intelligence Systems, OpenDeRisk——Your application system...	68	Established	875	Python
3	johnsonhk88/AI-Bank-Statement-Document-Automation-By-LLM-And-Personal-Finanical-Analysis-Prediction AI Bank Statement Document Automation By LLM model and Personal Finanical Analysis	62	Established	561	Jupyter Notebook
4	FaustoS88/Pydantic-AI-Pinescript-Expert PineScript Expert: A Retrieval-Augmented Generation (RAG) agent using...	55	Established	42	Python
5	RUC-NLPIR/FinSight FinSight: Towards Real-World Financial Deep Research. 🎯One ticker, one...	54	Established	149	Jupyter Notebook
6	flash131307/multi-agent-investment Multi-agent equity research system with deterministic signal fusion — 3...	50	Established	183	Python
7	AI4Finance-Foundation/FinRAG FinRAG: Financial Retrieval Augmented Generation	48	Emerging	38	Python
8	Bigdata-com/bigdata-cookbook End-to-end financial text-analysis using Bigdata API and the...	45	Emerging	25	HTML
9	ralliesai/tenk Chat with SEC filings for any investment question	45	Emerging	129	Python
10	IgorGanapolsky/trading Paper-trading SPY iron condors (15-delta, 30-45 DTE). Validating strategy on...	43	Emerging	23	Python
11	atick-faisal/Expense-Tracker-Android AI-powered expense tracking that reads your bank notifications, so you don't...	38	Emerging	9	Kotlin
12	michael-borck/smart-finance-assistant Builds a finance chatbot with RAG and custom tools using Python, Gradio, and...	35	Emerging	1	Jupyter Notebook
13	Bigdata-com/bigdata-thematic-screener Analyzes corporate exposure to specific themes and events, quantifying the...	35	Emerging	1	JavaScript
14	mohdasif2294/portfolio-copilot An AI-powered portfolio analysis assistant for Zerodha Kite users, built to...	35	Emerging	5	Python
15	Md-Emon-Hasan/TrueWealth-AI An intelligent financial advisor chatbot powered by LLaMA-3, built with...	35	Emerging	5	Jupyter Notebook
16	kkkano/FinSight Multi-agent会话式金融研究平台。提供专业智能体（价格分析、新闻追踪、宏观经济、深度研究），支持实时流式响应、自动生成8章节投资报告和投资组合监控...	34	Emerging	10	Python
17	fsaavedra0003/Agentic-AI-Trading-Bot-with-LLM-reasoning-sentiment-analysis A production-style, agentic AI trading bot that combines LLM reasoning,...	33	Emerging	5	Python
18	merendamattia/personal-financial-ai-agent 🚀 Get smarter financial decisions with AI: multi-LLM support (Ollama,...	32	Emerging	1	Python
19	Finsights-MLOps/FinSights Group project for Coursework; (MLOps IE7374). Northeastern University.	31	Emerging	1	Jupyter Notebook
20	Bigdata-com/bigdata-briefs Generate briefs based on financially relevant information from Bigdata.com	29	Experimental	6	Python
21	apod-1/ZoltarFinancial Quant-Based Stock Ranking, Orchestration of AI Assistants, ZF Financial Blockchain	29	Experimental	3	Python
22	Omc12/Company-Intelligence-Engine AI-powered analysis of SEC filings that produces structured company...	27	Experimental	1	Python
23	Spray6T9/dexter 🤖 Analyze financial data with Dexter, an autonomous research agent that...	27	Experimental	1	Python
24	nolancacheux/Rag-Equity-Research-Agent AI-powered autonomous equity research agent. Multi-source analysis (Yahoo...	27	Experimental	11	Python
25	anujdevsingh/financial_genius_agent An intelligent financial advisory system showcasing 5 key Gen AI...	25	Experimental	2	Jupyter Notebook
26	alex-duria/bull.sh CLI Investment Research Agent	24	Experimental	11	Python
27	dwseoh/Quota 💵 Real-time financial intelligence for your codebase.	24	Experimental	7	TypeScript
28	apsinghAnalytics/FinRAGify_App An LLM app leveraging RAG with LangChain and GPT-4 mini to analyze earnings...	23	Experimental	2	Jupyter Notebook
29	elemsi/forecastgpt-financial-outlook-agent 📊 Automate financial analysis and forecasting with ForecastGPT, leveraging...	23	Experimental	1	Python
30	balabommablock-cpu/regai RAG pipeline for Indian financial regulations (SEBI, RBI). Domain-specific...	23	Experimental	1	Python
31	skoop77/Code-For-Crypto Explore Code-For-Crypto to learn about arbitrage trading bots and start your...	23	Experimental	1	—
32	nekw/ai-senticor-engine A financial analysis tool that combines AI sentiment analysis with real-time...	23	Experimental	1	Python
33	khushi2704rj-sephora/eq-analytics-terminal Enterprise-Grade Equity Research Dashboard powered by RAG, Llama-3.1, and...	23	Experimental	1	Python
34	Adii2202/Financial-Literacy-Gamification Financial Literacy Gamification is a Minecraft-themed web app offering...	22	Experimental	11	TypeScript
35	krishan1234123/reporting-system 📊 Streamline data collection and analysis with an integrated system that...	22	Experimental	—	Python
36	SamanthaSaavedra/Finalytics-Automated-Stock-Fundamental-Analysis-System Finalytics is an automated system for fundamental stock analysis that uses...	22	Experimental	4	Python
37	Frida7771/QuantBrains 📈 AI-powered financial analyst with real-time stock data, SEC 10-K analysis,...	22	Experimental	4	Python
38	JunjieAraoXiong/financial-risk-intelligence Comparing structured (Knowledge Graph) vs unstructured (RAG) approaches to...	22	Experimental	3	Python
39	techgirldiaries/theia Enterprise fraud intelligence platform powered by 5 orchestrated AI agents....	22	Experimental	—	TypeScript
40	VaibhavSaran/Stock-Pilot-AI AI-powered stock market analysis agent using LangGraph, Claude AI & Apache...	22	Experimental	—	Python
41	CodeWithRafik/tenk 📊 Ask questions about SEC filings and receive clear answers with citations,...	22	Experimental	—	Python
42	thiernodaoudaly/seet-rag-financial-app Multimodal RAG system for financial report analysis using Claude Vision,...	22	Experimental	—	Python
43	Milonahmed96/fintech-rag RAG system for UK financial regulation Q&A — 16 Bank of England and PRA...	22	Experimental	—	Python
44	GuilhermeLossio/Tech-Challange-FIAP-3 Intelligent platform for US flight delay prediction using XGBoost, SHAP...	22	Experimental	—	Python
45	FlorianEbner96/AlphaEngine End-to-end ML system for algorithmic trading. LSTM-based signal generation, ...	22	Experimental	—	—
46	coltoreg/FinanceAgent Multi-agent investment analysis framework with SEC EDGAR RAG, DCF...	22	Experimental	—	Python
47	Manish219864/Intellicredit AI-powered credit risk evaluation system using ML, NLP & LLMs (RAG + CAM generation)	22	Experimental	—	Python
48	cockroachlabs-field/banko-ai-assistant-rag-demo An intelligent financial assistant that helps users analyze and understand...	22	Experimental	3	JavaScript
49	IanDublew/QuantIntelli A Hybrid AI Agent for Quantitative Football Prediction Analysis	21	Experimental	5	Python
50	dannycahyo/fin-islam An AI-powered chatbot providing accurate Islamic finance information to...	20	Experimental	1	TypeScript
51	Sam120204/Stock_Trading_Reddit TrendSage aims to develop a correlation between stock and cryptocurrency...	20	Experimental	16	Python
52	AiForecast/aiforecast Using KAG and RAG Approaches to Enhance an AI-Powered Cryptocurrency Trading Agent	20	Experimental	28	TypeScript
53	sujeetgund/balancedock A full-stack platform for AI-driven financial analysis. Agent-ready MCP...	19	Experimental	—	TypeScript
54	ChangYeongJeong1103/trading-advisor AI-Powered Trading Advisor utilizing 4-Tier Conditional RAG and specific...	19	Experimental	—	Jupyter Notebook
55	apuroopy1-prog/ClearFlow-AI AI-powered financial platform for small businesses — LangGraph agent, PDF...	19	Experimental	—	JavaScript
56	nitzannossery/financeguard-ai Production-ready multi-agent system for financial risk & compliance auditing...	19	Experimental	—	—
57	deepakb41/Finbot Finbot is an AI-powered financial chatbot designed to analyse and provide...	18	Experimental	6	Python
58	alfiyafatima09/InvestBuddies A beginner-friendly FinTech platform designed to make investing simple,...	18	Experimental	—	TypeScript
59	007prateekd/fin-edubot A financial chatbot powered by an LLM and retrieval-augmented generation.	17	Experimental	13	Jupyter Notebook
60	Bigdata-com/bigdata-risk-analyzer Identify corportate exposure to uncertain scenarios and risk channels,...	17	Experimental	2	JavaScript
61	Bigdata-com/bigdata-research-tools Provides building blocks to implement financial research workflows to extend...	17	Experimental	2	Python
62	Dellagi/FinAI-Agent-RAG-Spark-Pipeline A sophisticated trading system leveraging local LLM deployment through...	17	Experimental	15	Python
63	abhay-yemekar/forecastgpt-financial-outlook-agent AI-powered financial forecasting agent that extracts quarterly metrics, runs...	17	Experimental	2	Python
64	ElysiumOSS/robinhood-bot Trading bot for Robinhood 📈💸	16	Experimental	1	Python
65	MarkPhamm/Alcon-Financial-Assistant Alcon Financial Analysis: An interactive dashboard showcasing dynamic...	16	Experimental	2	Python
66	AbiNash1017/FinanceInsight-NER-Models-for-Financial-Data-Extraction FinanceInsight: An AI-powered financial intelligence platform combining RAG...	15	Experimental	—	Jupyter Notebook
67	samsea18/RAG-AR Retrieval-Augmented Generation (RAG) system for analyzing company financial...	15	Experimental	—	Python
68	11e3/insight-verify Automated financial prediction tracking & verification using Korean macro...	15	Experimental	1	Python
69	Prof-it/explain-ai An AI loan-approval system showcasing the shift from explainable ML to a...	15	Experimental	—	Jupyter Notebook
70	kara99313/ai_smart_credit_suite Application IA de scoring de crédit — Streamlit + FastAPI + LangChain + RAG.	15	Experimental	—	Python
71	oagarcia/proyecto-skandia A RAG application that alllows to make better stock investment decisions	15	Experimental	1	HTML
72	sheeki03/analystOS analystOS - AI research platform for stocks and crypto with Web UI + Notion...	15	Experimental	8	Python
73	DeepakSilaych/Financial_Agentic_RAG This project implements a RAG pipeline using the LangGraph framework,...	15	Experimental	6	Python
74	11e3/mer-insight-pipeline Automated financial prediction tracking & verification using Korean macro...	15	Experimental	1	Python
75	darshanpurohit20/Prahari_Stratotest StratoTest by Team Prahari is an agentic AI backtesting tool that lets you...	15	Experimental	1	Python
76	Walthers/Dinheirinho---Organizador-financeiro RAG-powered personal financial assistant agent built with Agno and Claude	15	Experimental	1	Python
77	AliHamzaAzam/financial-sentiment-analysis Comparative study of FinBERT, Local LLM, and RAG-enhanced approaches for...	15	Experimental	—	Jupyter Notebook
78	Urooj868/Financial-Info-Product-Frontend A modern React chat interface for financial Q&A powered by RAG technology...	15	Experimental	—	JavaScript
79	timotheemaurin2005/Agentic-Financial-Compliance-and-Risk-RAG Agentic RAG system using LangGraph to analyse FOMC documents, detect...	15	Experimental	1	Python
80	radubauzh/Portfolio-Performance-Analysis Python system analyzing portfolio data and generating insights on key market...	15	Experimental	—	Jupyter Notebook
81	agxp/finsight Financial research RAG agent over SEC EDGAR filings — multi-stage ingestion...	15	Experimental	1	Python
82	Yogesh4527/FinCA Multi-Agent Generative AI system to automate CA workflows — Tax, GST, Audit,...	14	Experimental	—	Python
83	suhasramanand/finops-agent Multi-agent AI for financial policy & compliance. RAG-powered answers with...	14	Experimental	—	TypeScript
84	avdhutworks/finsight-ai AI-powered banking statement analyzer that extracts spending insights from...	14	Experimental	—	Java
85	bhattaraisubal-eng/sec-intelligence-system RAG pipeline for SEC EDGAR filings (10-K, 10-Q) with XBRL parsing, pgvector...	14	Experimental	3	Python
86	RobuRishabh/Financial-Insights-Chatbot-Leveraging-Retrieval-Augmented-Generation-for-10Q-and-10K-Reports AI Chatbot for Financial Reports (10Q, 10K) is a Retrieval-Augmented...	14	Experimental	3	Python
87	recepzgrmh/moneo-finance-dashboard Moneo: A privacy-first, local-only personal finance assistant. 🚀 We're...	14	Experimental	3	JavaScript
88	srabon2022/AI-Merchant-Intelligence Analyze merchant risk using structured KPIs and a knowledge base, combining...	14	Experimental	—	Python
89	vieta123456/ai-market 🧠 Analyze market trends with AI to forecast investments and enhance...	14	Experimental	—	Python
90	bacon17k/moneo-finance-dashboard 💰 Manage your finances effortlessly with Moneo, a privacy-first dashboard...	14	Experimental	—	JavaScript
91	Bamidele2025/Dialectic-Flow-Financial-Graph 📊 Analyze market trends with the Dialectic Flow Financial Graph, simulating...	14	Experimental	—	Jupyter Notebook
92	Dhyani2206/sec-regulatory-rag Deterministic evidence-first regulatory RAG assistant for SEC filings and...	14	Experimental	—	HTML
93	fdjutant/llm-financial-hallucination-benchmark Quantitative evaluation of LLM accuracy and hallucination on UK financial...	14	Experimental	—	Python
94	abhiFSD/AI-Finance-Manager 💰 AI-powered personal finance — smart document processing, AI financial...	14	Experimental	—	TypeScript
95	Ayan03092005/Risk-Management RiskShield is an AI-driven platform that automates risk management across...	14	Experimental	—	JavaScript
96	rbobba/financial-insights-architecture Architecture documentation, design decisions, and code samples for an...	14	Experimental	—	—
97	JiayiWang0715/marketing-intelligence-agent AI pipeline for extracting marketing insights from advertisement images...	14	Experimental	—	Jupyter Notebook
98	MuntazirAliM/financial-risk-copilot AI-powered financial risk intelligence platform — XGBoost + RAG + LangChain...	14	Experimental	—	Jupyter Notebook
99	nishujayaraj/FinRAG-SEC Production-grade RAG pipeline for SEC 10-K financial document analysis,...	14	Experimental	—	Python
100	Yaass1ne/Financial-Intelligence-Command-Center AI-powered financial intelligence platform using RAG, knowledge graphs,...	14	Experimental	—	Python
101	Yatimai/finsight Visual RAG system for financial document analysis — ColQwen2, Qdrant, Claude...	14	Experimental	—	Python
102	Nithin00614/Market-Intelligence-Layer AI-powered multi-agent system for market intelligence using LangGraph, RAG,...	14	Experimental	—	Python
103	Eloho99/fin-insight-extract 📈 Extract and structure key business insights from news articles to unveil...	14	Experimental	—	Python
104	DvwN-Lee/fAInancial-agent 자연어로 한국 금융 데이터를 조회·분석하는 AI Agent \| MCP + LangGraph + Gemini	14	Experimental	—	Python
105	drag0sd0g/FinDocRAG Retrieval-Augmented Generation platform for financial document intel using SEC EDGAR	14	Experimental	—	Python
106	Prajwal4581/Finsight-ai AI-powered financial document analyzer — upload PDFs, ask questions, get...	14	Experimental	—	CSS
107	ReeceHarding/buffett-letters All 48 Warren Buffett Berkshire Hathaway shareholder letters (1977–2024) in...	14	Experimental	—	Python
108	RushilJoshi07/AI-powered-Earnings-Systems AI-powered earnings call intelligence platform using FinBERT, XGBoost, FAISS, and RAG	14	Experimental	—	Python
109	mfh-001/FinSight-AI inancial document intelligence — ColPali visual retrieval + Qwen2-VL-7B....	14	Experimental	—	Jupyter Notebook
110	merckxfloatation648/finsight Ingest SEC filings and deliver accurate, cited financial insights using a...	14	Experimental	—	Python
111	Subhajitdas99/AI-Financial-Copilot-for-Indians AI-powered financial copilot that tracks expenses, analyzes spending...	14	Experimental	—	Python
112	drag0sd0g/FinDocDRAG Full-stack RAG platform that ingests SEC 10-K filings via EDGAR into a...	14	Experimental	—	Python
113	Folkk2/financial_chatbot A Serverless RAG application that acts as an AI Financial Analyst for SEC...	14	Experimental	—	Python
114	penguinpia03/InsightForge-AI-BI-Capstone AI-powered Business Intelligence system using RAG to analyze structured...	14	Experimental	—	Jupyter Notebook
115	ironLegion88/IndiSight-Nowcast A multi-modal AI framework for 'Nowcasting' district-level socioeconomic and...	14	Experimental	—	Jupyter Notebook
116	lewfyt/SimTradeDesk Deliver a local desktop platform for strategy development, backtesting, and...	14	Experimental	—	—
117	BGIA1/ai-financial-agent-rag Production-grade AI Agent deployed on AWS EC2. Automates financial...	13	Experimental	—	Jupyter Notebook
118	Nour-Alhendi/AI-Merchant-Intelligence Production-style Hybrid Structured + RAG fintech risk analytics system with...	12	Experimental	1	Python
119	ifieryarrows/imdb-review-analysis-distilBERT-to-LLM Advanced sentiment analysis pipeline leveraging dual-model architecture:...	12	Experimental	1	Jupyter Notebook
120	poacosta/finplifai-chat FinplifAI is a RAG-based multiagent chat system designed to assist users...	12	Experimental	1	TypeScript
121	AI-Hack-2024/Beem-MemoPay Capturing memories through group expenses! 💎 Winner of Beem AI Hackathon	12	Experimental	—	JavaScript
122	shubcodes/earnings-ai-demo EarningsAI Demo is a powerful tool that combines audio transcription,...	12	Experimental	4	Python
123	YuJunWang/Dialectic-Flow-Financial-Graph AI Financial Analyst Agent powered by LangGraph & Groq.	11	Experimental	—	Jupyter Notebook
124	Farhad-Davaripour/financial_data_agent A tool that processes financial reports, extracts insights using LlamaIndex...	11	Experimental	—	Jupyter Notebook
125	aashishparuvada/SEC-10K-RAG SEC-10K-RAG is a Retrieval-Augmented Generation (RAG) application that...	11	Experimental	—	Python
126	pushkersahai/earnings-rag-system RAG system for earnings call Q&A using Snowflake Cortex AI (embeddings,...	11	Experimental	—	Python
127	ahicksfearless/DualLens-Analytics-Project-JHU RAG-powered integration of financial data and strategic AI insights,...	11	Experimental	—	Jupyter Notebook
128	nathadriele/credit-decision-LLM-RAG-platform The Credit Decision LLM RAG Platform is an enterprise-grade solution that...	11	Experimental	—	TypeScript
129	varun6531/Investra A multi-platform financial chat application with AI-powered document...	11	Experimental	5	TypeScript
130	gabrielmotablima/DS005--financial-reports--FinTech ✨ An AI-powered assistant to retrieve and summarize critical information...	11	Experimental	—	Python
131	bitsandbrains/AI-Enhanced-Fraud-Detection Scalable AI fraud detection system combining Spark, ensemble ML/DL models,...	11	Experimental	—	Python
132	RohanBhoge/fin-friend A RAG-based financial chatbot for India that provides personalized analysis....	11	Experimental	—	Jupyter Notebook
133	andresgricci93/CryptoDash-Portfolio CryptoDash is a crypto tracking dashboard with real-time charts, favorites...	11	Experimental	—	JavaScript
134	jakwakwa/risk-management-system modern technologies such as machine learning and AI for our internal risk...	11	Experimental	—	TypeScript
135	veeranagouda961/AI-Driven-Financial-Recovery-and-Debt-Optimization-System AI-Driven Financial Recovery & Debt Optimization System is an intelligent...	11	Experimental	—	TypeScript
136	PRT1987/sec-doc-intel-rag SEC filing document intelligence RAG with section-aware parsing, FAISS...	11	Experimental	—	Python
137	Mu-grills/finmate-ai Assistente educativo de relacionamento financeiro com Streamlit + Gemini +...	11	Experimental	—	Python
138	Al-Shafi-Github/Multi-AI-Agent-for-financial-and-web-search AI-FinAgent is a modular, multi-agent AI system designed to conduct...	11	Experimental	—	Python
139	adityaa05/finrisk Ledger Lens: Multi-Agent Financial Auditor - An autonomous AI system for...	11	Experimental	—	Python
140	PatsyJaneJocelin/bfsi_ai_assistant Tiered BFSI AI Assistant built with FastAPI, FAISS, fine-tuned DistilGPT2...	11	Experimental	—	Python
141	mateluky/f1-race-intelligence AI-powered decision intelligence system for Formula 1 strategy analysis,...	11	Experimental	—	Python
142	rajeshe6/finance-rag-chatbot RAG chatbot for querying SEC filings of top 35 tech companies	11	Experimental	—	Python
143	zachdwight/stock-trading-agents-yfinance-gemini simple multi-agent AI system for analyzing stock data and generating trading...	11	Experimental	—	Python
144	locorecto/aml_ai_investigator AML AI Investigator is a pipeline and FastAPI service for AML case evidence...	11	Experimental	—	Python
145	ad1tya-wq/Corporate-Finance-Risk-Analysis An autonomous AI agent that acts as a Corporate Financial Controller. It...	11	Experimental	—	Python
146	KCC6128/finance-linebot 台股可驗證（Grounded）的 RAG 投資助理 LINE Bot：FinMind 股價 + 新聞 + [n] 引用追溯	11	Experimental	—	Python
147	sasomoto/Finance-AI-Chatbot-with-RAG Built an AI chatbot using Flask, Groq API, and RAG with FAISS to provide...	11	Experimental	2	Python
148	CodeAceKing382/Stocks-Insight-App Find real-time stock decision with AI-powered App using ChatGPT and LLM...	10	Experimental	1	Python

Comparisons in this category

daily_stock_analysis and Agentic-AI-Trading-Bot-with-LLM-reasoning-sentiment-analysis (71 vs 33)