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

Get all 139 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	70	Verified	19,349	Python
2	derisk-ai/OpenDerisk AI-Native Risk Intelligence Systems, OpenDeRisk——Your application system...	65	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	RUC-NLPIR/FinSight FinSight: Towards Real-World Financial Deep Research. 🎯One ticker, one...	54	Established	149	Jupyter Notebook
5	FaustoS88/Pydantic-AI-Pinescript-Expert PineScript Expert: A Retrieval-Augmented Generation (RAG) agent using...	52	Established	42	Python
6	Bigdata-com/bigdata-cookbook End-to-end financial text-analysis using Bigdata API and the...	48	Emerging	25	HTML
7	flash131307/multi-agent-investment Multi-agent equity research system with deterministic signal fusion — 3...	47	Emerging	183	Python
8	IgorGanapolsky/trading Paper-trading SPY iron condors (15-delta, 30-45 DTE). Validating strategy on...	47	Emerging	23	Python
9	AI4Finance-Foundation/FinRAG FinRAG: Financial Retrieval Augmented Generation	46	Emerging	38	Python
10	ralliesai/tenk Chat with SEC filings for any investment question	45	Emerging	129	Python
11	atick-faisal/Expense-Tracker-Android AI-powered expense tracking that reads your bank notifications, so you don't...	45	Emerging	9	Kotlin
12	Md-Emon-Hasan/TrueWealth-AI An intelligent financial advisor chatbot powered by LLaMA-3, built with...	41	Emerging	5	Jupyter Notebook
13	Bigdata-com/bigdata-thematic-screener Analyzes corporate exposure to specific themes and events, quantifying the...	38	Emerging	1	JavaScript
14	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...	37	Emerging	10	Python
15	michael-borck/smart-finance-assistant Builds a finance chatbot with RAG and custom tools using Python, Gradio, and...	37	Emerging	1	Jupyter Notebook
16	fsaavedra0003/Agentic-AI-Trading-Bot-with-LLM-reasoning-sentiment-analysis A production-style, agentic AI trading bot that combines LLM reasoning,...	36	Emerging	5	Python
17	apod-1/ZoltarFinancial Quant-Based Stock Ranking, Orchestration of AI Assistants, ZF Financial Blockchain	33	Emerging	3	Python
18	merendamattia/personal-financial-ai-agent 🚀 Get smarter financial decisions with AI: multi-LLM support (Ollama,...	32	Emerging	1	Python
19	anujdevsingh/financial_genius_agent An intelligent financial advisory system showcasing 5 key Gen AI...	31	Emerging	2	Jupyter Notebook
20	apsinghAnalytics/FinRAGify_App An LLM app leveraging RAG with LangChain and GPT-4 mini to analyze earnings...	30	Emerging	2	Jupyter Notebook
21	Adii2202/Financial-Literacy-Gamification Financial Literacy Gamification is a Minecraft-themed web app offering...	29	Experimental	11	TypeScript
22	Omc12/Company-Intelligence-Engine AI-powered analysis of SEC filings that produces structured company...	29	Experimental	1	Python
23	Spray6T9/dexter 🤖 Analyze financial data with Dexter, an autonomous research agent that...	28	Experimental	1	Python
24	AiForecast/aiforecast Using KAG and RAG Approaches to Enhance an AI-Powered Cryptocurrency Trading Agent	27	Experimental	28	TypeScript
25	IanDublew/QuantIntelli A Hybrid AI Agent for Quantitative Football Prediction Analysis	27	Experimental	5	Python
26	Sam120204/Stock_Trading_Reddit TrendSage aims to develop a correlation between stock and cryptocurrency...	27	Experimental	16	Python
27	skoop77/Code-For-Crypto Explore Code-For-Crypto to learn about arbitrage trading bots and start your...	26	Experimental	1	—
28	nolancacheux/Rag-Equity-Research-Agent AI-powered autonomous equity research agent. Multi-source analysis (Yahoo...	26	Experimental	11	Python
29	SamanthaSaavedra/Finalytics-Automated-Stock-Fundamental-Analysis-System Finalytics is an automated system for fundamental stock analysis that uses...	26	Experimental	4	Python
30	balabommablock-cpu/regai RAG pipeline for Indian financial regulations (SEBI, RBI). Domain-specific...	25	Experimental	1	Python
31	deepakb41/Finbot Finbot is an AI-powered financial chatbot designed to analyse and provide...	25	Experimental	6	Python
32	Frida7771/QuantBrains 📈 AI-powered financial analyst with real-time stock data, SEC 10-K analysis,...	24	Experimental	4	Python
33	Dellagi/FinAI-Agent-RAG-Spark-Pipeline A sophisticated trading system leveraging local LLM deployment through...	24	Experimental	15	Python
34	elemsi/forecastgpt-financial-outlook-agent 📊 Automate financial analysis and forecasting with ForecastGPT, leveraging...	24	Experimental	1	Python
35	007prateekd/fin-edubot A financial chatbot powered by an LLM and retrieval-augmented generation.	24	Experimental	13	Jupyter Notebook
36	alex-duria/bull.sh CLI Investment Research Agent	24	Experimental	11	Python
37	cockroachlabs-field/banko-ai-assistant-rag-demo An intelligent financial assistant that helps users analyze and understand...	24	Experimental	3	JavaScript
38	dannycahyo/fin-islam An AI-powered chatbot providing accurate Islamic finance information to...	24	Experimental	1	TypeScript
39	Bigdata-com/bigdata-risk-analyzer Identify corportate exposure to uncertain scenarios and risk channels,...	23	Experimental	2	JavaScript
40	MarkPhamm/Alcon-Financial-Assistant Alcon Financial Analysis: An interactive dashboard showcasing dynamic...	23	Experimental	2	Python
41	ElysiumOSS/robinhood-bot Trading bot for Robinhood 📈💸	23	Experimental	1	Python
42	Bigdata-com/bigdata-research-tools Provides building blocks to implement financial research workflows to extend...	23	Experimental	2	Python
43	JunjieAraoXiong/financial-risk-intelligence Comparing structured (Knowledge Graph) vs unstructured (RAG) approaches to...	22	Experimental	3	Python
44	nekw/ai-senticor-engine A financial analysis tool that combines AI sentiment analysis with real-time...	22	Experimental	1	Python
45	khushi2704rj-sephora/eq-analytics-terminal Enterprise-Grade Equity Research Dashboard powered by RAG, Llama-3.1, and...	22	Experimental	1	Python
46	VaibhavSaran/Stock-Pilot-AI AI-powered stock market analysis agent using LangGraph, Claude AI & Apache...	22	Experimental	—	Python
47	CodeWithRafik/tenk 📊 Ask questions about SEC filings and receive clear answers with citations,...	22	Experimental	—	Python
48	thiernodaoudaly/seet-rag-financial-app Multimodal RAG system for financial report analysis using Claude Vision,...	22	Experimental	—	Python
49	Milonahmed96/fintech-rag RAG system for UK financial regulation Q&A — 16 Bank of England and PRA...	22	Experimental	—	Python
50	GuilhermeLossio/Tech-Challange-FIAP-3 Intelligent platform for US flight delay prediction using XGBoost, SHAP...	22	Experimental	—	Python
51	FlorianEbner96/AlphaEngine End-to-end ML system for algorithmic trading. LSTM-based signal generation, ...	22	Experimental	—	—
52	coltoreg/FinanceAgent Multi-agent investment analysis framework with SEC EDGAR RAG, DCF...	22	Experimental	—	Python
53	Manish219864/Intellicredit AI-powered credit risk evaluation system using ML, NLP & LLMs (RAG + CAM generation)	22	Experimental	—	Python
54	ChangYeongJeong1103/trading-advisor AI-Powered Trading Advisor utilizing 4-Tier Conditional RAG and specific...	21	Experimental	—	Jupyter Notebook
55	nitzannossery/financeguard-ai Production-ready multi-agent system for financial risk & compliance auditing...	21	Experimental	—	—
56	sujeetgund/balancedock A full-stack platform for AI-driven financial analysis. Agent-ready MCP...	21	Experimental	—	TypeScript
57	apuroopy1-prog/ClearFlow-AI AI-powered financial platform for small businesses — LangGraph agent, PDF...	21	Experimental	—	JavaScript
58	sheeki03/analystOS analystOS - AI research platform for stocks and crypto with Web UI + Notion...	21	Experimental	8	Python
59	abhay-yemekar/forecastgpt-financial-outlook-agent AI-powered financial forecasting agent that extracts quarterly metrics, runs...	21	Experimental	2	Python
60	RobuRishabh/Financial-Insights-Chatbot-Leveraging-Retrieval-Augmented-Generation-for-10Q-and-10K-Reports AI Chatbot for Financial Reports (10Q, 10K) is a Retrieval-Augmented...	21	Experimental	3	Python
61	shubcodes/earnings-ai-demo EarningsAI Demo is a powerful tool that combines audio transcription,...	19	Experimental	4	Python
62	sasomoto/Finance-AI-Chatbot-with-RAG Built an AI chatbot using Flask, Groq API, and RAG with FAISS to provide...	18	Experimental	2	Python
63	DeepakSilaych/Financial_Agentic_RAG This project implements a RAG pipeline using the LangGraph framework,...	18	Experimental	6	Python
64	poacosta/finplifai-chat FinplifAI is a RAG-based multiagent chat system designed to assist users...	18	Experimental	1	TypeScript
65	ifieryarrows/imdb-review-analysis-distilBERT-to-LLM Advanced sentiment analysis pipeline leveraging dual-model architecture:...	18	Experimental	1	Jupyter Notebook
66	Prof-it/explain-ai An AI loan-approval system showcasing the shift from explainable ML to a...	17	Experimental	—	Jupyter Notebook
67	varun6531/Investra A multi-platform financial chat application with AI-powered document...	17	Experimental	5	TypeScript
68	11e3/insight-verify Automated financial prediction tracking & verification using Korean macro...	17	Experimental	1	Python
69	Urooj868/Financial-Info-Product-Frontend A modern React chat interface for financial Q&A powered by RAG technology...	17	Experimental	—	JavaScript
70	AbiNash1017/FinanceInsight-NER-Models-for-Financial-Data-Extraction FinanceInsight: An AI-powered financial intelligence platform combining RAG...	17	Experimental	—	Jupyter Notebook
71	AliHamzaAzam/financial-sentiment-analysis Comparative study of FinBERT, Local LLM, and RAG-enhanced approaches for...	17	Experimental	—	Jupyter Notebook
72	kara99313/ai_smart_credit_suite Application IA de scoring de crédit — Streamlit + FastAPI + LangChain + RAG.	17	Experimental	—	Python
73	jtgsystems/REPORT-TOOL-2025 📈 Advanced reporting tool 2025 - Generate professional reports with data...	16	Experimental	2	PowerShell
74	bhattaraisubal-eng/sec-intelligence-system RAG pipeline for SEC EDGAR filings (10-K, 10-Q) with XBRL parsing, pgvector...	16	Experimental	3	Python
75	oagarcia/proyecto-skandia A RAG application that alllows to make better stock investment decisions	16	Experimental	1	HTML
76	BGIA1/ai-financial-agent-rag Production-grade AI Agent deployed on AWS EC2. Automates financial...	15	Experimental	—	Jupyter Notebook
77	Walthers/Dinheirinho---Organizador-financeiro RAG-powered personal financial assistant agent built with Agno and Claude	15	Experimental	1	Python
78	11e3/mer-insight-pipeline Automated financial prediction tracking & verification using Korean macro...	15	Experimental	1	Python
79	darshanpurohit20/Prahari_Stratotest StratoTest by Team Prahari is an agentic AI backtesting tool that lets you...	15	Experimental	1	Python
80	timotheemaurin2005/Agentic-Financial-Compliance-and-Risk-RAG Agentic RAG system using LangGraph to analyse FOMC documents, detect...	15	Experimental	1	Python
81	Yogesh4527/FinCA Multi-Agent Generative AI system to automate CA workflows — Tax, GST, Audit,...	14	Experimental	—	Python
82	agxp/finsight Financial research RAG agent over SEC EDGAR filings — multi-stage ingestion...	14	Experimental	1	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	Ayan03092005/Risk-Management RiskShield is an AI-driven platform that automates risk management across...	14	Experimental	—	JavaScript
86	JiayiWang0715/marketing-intelligence-agent AI pipeline for extracting marketing insights from advertisement images...	14	Experimental	—	Jupyter Notebook
87	MuntazirAliM/financial-risk-copilot AI-powered financial risk intelligence platform — XGBoost + RAG + LangChain...	14	Experimental	—	Jupyter Notebook
88	nishujayaraj/FinRAG-SEC Production-grade RAG pipeline for SEC 10-K financial document analysis,...	14	Experimental	—	Python
89	Yaass1ne/Financial-Intelligence-Command-Center AI-powered financial intelligence platform using RAG, knowledge graphs,...	14	Experimental	—	Python
90	Yatimai/finsight Visual RAG system for financial document analysis — ColQwen2, Qdrant, Claude...	14	Experimental	—	Python
91	Nithin00614/Market-Intelligence-Layer AI-powered multi-agent system for market intelligence using LangGraph, RAG,...	14	Experimental	—	Python
92	Prajwal4581/Finsight-ai AI-powered financial document analyzer — upload PDFs, ask questions, get...	14	Experimental	—	CSS
93	ReeceHarding/buffett-letters All 48 Warren Buffett Berkshire Hathaway shareholder letters (1977–2024) in...	14	Experimental	—	Python
94	RushilJoshi07/AI-powered-Earnings-Systems AI-powered earnings call intelligence platform using FinBERT, XGBoost, FAISS, and RAG	14	Experimental	—	Python
95	mfh-001/FinSight-AI inancial document intelligence — ColPali visual retrieval + Qwen2-VL-7B....	14	Experimental	—	Jupyter Notebook
96	Subhajitdas99/AI-Financial-Copilot-for-Indians AI-powered financial copilot that tracks expenses, analyzes spending...	14	Experimental	—	Python
97	drag0sd0g/FinDocDRAG Full-stack RAG platform that ingests SEC 10-K filings via EDGAR into a...	14	Experimental	—	Python
98	Folkk2/financial_chatbot A Serverless RAG application that acts as an AI Financial Analyst for SEC...	14	Experimental	—	Python
99	penguinpia03/InsightForge-AI-BI-Capstone AI-powered Business Intelligence system using RAG to analyze structured...	14	Experimental	—	Jupyter Notebook
100	ironLegion88/IndiSight-Nowcast A multi-modal AI framework for 'Nowcasting' district-level socioeconomic and...	14	Experimental	—	Jupyter Notebook
101	shah-deep/FinBot Financial Analysis Agent that can get accurate data for a selected company...	14	Experimental	6	Python
102	Nour-Alhendi/AI-Merchant-Intelligence Production-style Hybrid Structured + RAG fintech risk analytics system with...	14	Experimental	1	Python
103	AI-Hack-2024/Beem-MemoPay Capturing memories through group expenses! 💎 Winner of Beem AI Hackathon	14	Experimental	—	JavaScript
104	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	13	Experimental	—	Python
105	zichdan/hng-stage-3-agent A resilient, AI-powered forex trading mentor for beginners, featuring a...	13	Experimental	2	Python
106	RohanBhoge/fin-friend A RAG-based financial chatbot for India that provides personalized analysis....	13	Experimental	—	Jupyter Notebook
107	nathadriele/credit-decision-LLM-RAG-platform The Credit Decision LLM RAG Platform is an enterprise-grade solution that...	13	Experimental	—	TypeScript
108	ahicksfearless/DualLens-Analytics-Project-JHU RAG-powered integration of financial data and strategic AI insights,...	13	Experimental	—	Jupyter Notebook
109	fdjutant/llm-financial-hallucination-benchmark Quantitative evaluation of LLM accuracy and hallucination on UK financial...	13	Experimental	—	Python
110	aashishparuvada/SEC-10K-RAG SEC-10K-RAG is a Retrieval-Augmented Generation (RAG) application that...	13	Experimental	—	Python
111	bacon17k/moneo-finance-dashboard 💰 Manage your finances effortlessly with Moneo, a privacy-first dashboard...	13	Experimental	—	JavaScript
112	Farhad-Davaripour/financial_data_agent A tool that processes financial reports, extracts insights using LlamaIndex...	13	Experimental	—	Jupyter Notebook
113	gabrielmotablima/DS005--financial-reports--FinTech ✨ An AI-powered assistant to retrieve and summarize critical information...	13	Experimental	—	Python
114	Mu-grills/finmate-ai Assistente educativo de relacionamento financeiro com Streamlit + Gemini +...	13	Experimental	—	Python
115	PatsyJaneJocelin/bfsi_ai_assistant Tiered BFSI AI Assistant built with FastAPI, FAISS, fine-tuned DistilGPT2...	13	Experimental	—	Python
116	pushkersahai/earnings-rag-system RAG system for earnings call Q&A using Snowflake Cortex AI (embeddings,...	13	Experimental	—	Python
117	Dhyani2206/sec-regulatory-rag Deterministic evidence-first regulatory RAG assistant for SEC filings and...	13	Experimental	—	HTML
118	Bamidele2025/Dialectic-Flow-Financial-Graph 📊 Analyze market trends with the Dialectic Flow Financial Graph, simulating...	13	Experimental	—	Jupyter Notebook
119	jakwakwa/risk-management-system modern technologies such as machine learning and AI for our internal risk...	13	Experimental	—	TypeScript
120	veeranagouda961/AI-Driven-Financial-Recovery-and-Debt-Optimization-System AI-Driven Financial Recovery & Debt Optimization System is an intelligent...	13	Experimental	—	TypeScript
121	PRT1987/sec-doc-intel-rag SEC filing document intelligence RAG with section-aware parsing, FAISS...	13	Experimental	—	Python
122	srabon2022/AI-Merchant-Intelligence Analyze merchant risk using structured KPIs and a knowledge base, combining...	13	Experimental	—	Python
123	mateluky/f1-race-intelligence AI-powered decision intelligence system for Formula 1 strategy analysis,...	13	Experimental	—	Python
124	locorecto/aml_ai_investigator AML AI Investigator is a pipeline and FastAPI service for AML case evidence...	13	Experimental	—	Python
125	ad1tya-wq/Corporate-Finance-Risk-Analysis An autonomous AI agent that acts as a Corporate Financial Controller. It...	13	Experimental	—	Python
126	rajeshe6/finance-rag-chatbot RAG chatbot for querying SEC filings of top 35 tech companies	13	Experimental	—	Python
127	samsea18/RAG-AR Retrieval-Augmented Generation (RAG) system for analyzing company financial...	13	Experimental	—	Python
128	pankrulez/FinSight An autonomous multi-agent investment analyst powered by Llama-3, LangGraph,...	12	Experimental	1	Python
129	Code-Ph0enix/QUESTRAG Smart banking chatbot using RAG + RL to reduce token costs by 31% and boost...	12	Experimental	1	Python
130	DeepakSilaych/financial-research-agent AI agents powered financial analysis system that helps users research...	11	Experimental	1	Python
131	yashpaneliya/RAG-Powered-Financial-News-and-Glossary-Platform An AI-powered financial intelligence platform, Hybrid-RAG for accurate...	11	Experimental	3	Python
132	Ansh-Sarkar/Sectral 📚 Sectral (Mistral-7B_instruct.v0.1) 🚀 \| Harnessing Retrieval Augmented...	11	Experimental	3	Jupyter Notebook
133	rbobba/financial-insights-architecture Architecture documentation, design decisions, and code samples for an...	11	Experimental	—	—
134	zamurda/DeFi-smart-assistant An AI chatbot that uses RAG to explain DeFi concepts	11	Experimental	—	Python
135	revanthchristober/RAG-Financial-Risk-Assessment The RAG-based Financial Risk Assessment Tool uses advanced AI models to...	11	Experimental	—	Jupyter Notebook
136	BigDataIA-Spring2025-4/NvidiaFinRAG NvidiaFinRAG: Dynamic Multi-Agent is a dynamic pipeline that provides...	11	Experimental	—	Jupyter Notebook
137	drag0sd0g/FinDocRAG Retrieval-Augmented Generation platform for financial document intel using SEC EDGAR	11	Experimental	—	Python
138	aimank2/stocks-analyst Personalized Realtime stock analyzer 📈	10	Experimental	1	TypeScript
139	hmrguez/FinNet A new graph multi agent approach to RAG for financial advisory	10	Experimental	2	Jupyter Notebook

Comparisons in this category

daily_stock_analysis and Agentic-AI-Trading-Bot-with-LLM-reasoning-sentiment-analysis (70 vs 36)