Financial Document RAG Vector Databases

Tools and applications for analyzing financial documents (10-Ks, annual reports, SEC filings, regulatory docs) using RAG, vector search, and LLMs to answer domain-specific financial questions. Does NOT include general financial trading infrastructure, stock prediction models without document analysis, or non-financial RAG applications.

There are 28 financial document rag tools tracked. The highest-rated is RubensZimbres/Financial-Multi-Agents-ADK at 31/100 with 15 stars.

Get all 28 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=vector-db&subcategory=financial-document-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	RubensZimbres/Financial-Multi-Agents-ADK A multi-agent conversational financial analytics platform that combines...	31	Emerging	15	Python
2	harissabil/DaMoMe A smart income and expense tracking app built with Kotlin Multiplatform.	28	Experimental	5	Kotlin
3	rhocevar/StockSignalAdvisor AI-powered stock analysis app that delivers Strong Buy / Buy / Hold / Sell /...	24	Experimental	2	Python
4	coffeedrunkpanda/alpha-crunch 💎AlphaCrunch: LangGraph-powered Finance AI Agent Conversational analyst...	23	Experimental	1	Jupyter Notebook
5	Kartik-Katkar/Multifaceted-Impact-of-Mergers-and-Acquisitions-on-Stock-Price-Fluctuations Flask application for Diversified Investment Portfolio Builder based on User...	22	Experimental	9	Jupyter Notebook
6	pavankalyanperla/FINsight-rag 🏦 AI-powered Financial Document Intelligence using RAG, Semantic Search &...	22	Experimental	—	Python
7	ErenYanic/SEC-SemanticSearch Natural language search for SEC filings. Fetch 10-K/10-Q from EDGAR, parse...	22	Experimental	—	Python
8	introverthacker11/RAG-PSO_AI_FinanceBot___40 An AI-powered, hybrid RAG financial analyst that provides precise, real-time...	22	Experimental	—	Python
9	nrubasinghe/MoneyDump MoneyDump: AI-powered financial wellness platform. Uses Natural Language...	22	Experimental	—	JavaScript
10	rakshitdabral/groww-trader Groww Trader is a powerful, open-source automation tool designed to...	21	Experimental	1	Python
11	nik2401/FinanceRAG-Investment-Research-Assistant AI-powered SEC filing analysis using RAG. Reduces 4-hour document analysis...	21	Experimental	2	Python
12	vineet416/FinEduGuide-AI-Assistant AI-powered financial education platform using RAG (Retrieval-Augmented...	20	Experimental	1	Python
13	yessasvini23/-ArthVratta_Financial-_Resilience_Farm_Game_Grow_Your_Financial_Future_One_Season_at_a_Time ArthVratta is an innovative farming simulation game that teaches financial...	20	Experimental	1	Python
14	Crazy-Horse/stock-picker-agent A multi-agent investment research assistant powered by CrewAI and LangGraph,...	19	Experimental	—	Python
15	Narendersingh007/equity-research-ai Production-grade Retrieval-Augmented Generation (RAG) system for...	19	Experimental	—	Python
16	Sapan2003/Earnings-Call-Analyzer AI-powered financial research tool that analyzes SEC filings, live market...	15	Experimental	1	Python
17	nicholasmacaskill/bayesian-pivot-trading-infra-public Advanced bayesian trading infrastructure featuring a 9-gate probabilistic...	15	Experimental	1	Python
18	mehakgoel20/credlens-ai Explainable AI loan decision system using RAG, ML risk scoring, policy...	15	Experimental	1	Python
19	leaalonzo/financial-analyst-ai LLM-powered financial document analysis using RAG	15	Experimental	—	Python
20	shneorAziza/MyBanker An AI agent that is connected to the bank account and provides personalized...	14	Experimental	—	Python
21	ankit-sengupta05/NewsAlphaAI AI-powered stock movement predictor that analyzes real-time financial news...	14	Experimental	—	Python
22	Ayush-iitkgp/ledger-lens LedgerLens is an AI-powered financial intelligence interface that transforms...	14	Experimental	—	Python
23	Thamizh0206/edugen-ai-learning-engine EduGen AI is an adaptive AI learning engine that converts study materials...	13	Experimental	—	TypeScript
24	affkoul/trading-bot LLM powered and RAG guided Trading financial adviser and AI trading bot	12	Experimental	4	—
25	bcastelino/sec-financial-chatbot Built a RAG chatbot using free LLMs, Streamlit, and VectorDB to query...	11	Experimental	—	Jupyter Notebook
26	CheunAnthony/financial_advisor This project is a **production-ready multi-agent AI financial advisory...	11	Experimental	—	Python
27	Yaser-123/finnews-ai An AI-powered pipeline that automatically ingests RSS feeds, deduplicates...	11	Experimental	—	Python
28	ManojMareedu/finsight-ai FinSight AI is a multi-agent due diligence platform that turns real SEC 10-K...	11	Experimental	—	Python