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 20 financial document rag tools tracked. The highest-rated is harissabil/DaMoMe at 33/100 with 5 stars.

Get all 20 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	harissabil/DaMoMe A smart income and expense tracking app built with Kotlin Multiplatform.	33	Emerging	5	Kotlin
2	RubensZimbres/Financial-Multi-Agents-ADK A multi-agent conversational financial analytics platform that combines...	33	Emerging	15	Python
3	Kartik-Katkar/Multifaceted-Impact-of-Mergers-and-Acquisitions-on-Stock-Price-Fluctuations Flask application for Diversified Investment Portfolio Builder based on User...	29	Experimental	9	Jupyter Notebook
4	vineet416/FinEduGuide-AI-Assistant AI-powered financial education platform using RAG (Retrieval-Augmented...	24	Experimental	1	Python
5	rhocevar/StockSignalAdvisor AI-powered stock analysis app that delivers Strong Buy / Buy / Hold / Sell /...	23	Experimental	2	Python
6	nrubasinghe/MoneyDump MoneyDump: AI-powered financial wellness platform. Uses Natural Language...	22	Experimental	—	JavaScript
7	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...	22	Experimental	1	Python
8	pavankalyanperla/FINsight-rag 🏦 AI-powered Financial Document Intelligence using RAG, Semantic Search &...	22	Experimental	—	Python
9	ErenYanic/SEC-SemanticSearch Natural language search for SEC filings. Fetch 10-K/10-Q from EDGAR, parse...	21	Experimental	—	Python
10	affkoul/trading-bot LLM powered and RAG guided Trading financial adviser and AI trading bot	19	Experimental	4	—
11	mehakgoel20/credlens-ai Explainable AI loan decision system using RAG, ML risk scoring, policy...	15	Experimental	1	Python
12	ankit-sengupta05/NewsAlphaAI AI-powered stock movement predictor that analyzes real-time financial news...	14	Experimental	—	Python
13	nicholasmacaskill/bayesian-pivot-trading-infra-public Advanced bayesian trading infrastructure featuring a 9-gate probabilistic...	14	Experimental	1	Python
14	Yaser-123/finnews-ai An AI-powered pipeline that automatically ingests RSS feeds, deduplicates...	13	Experimental	—	Python
15	ManojMareedu/finsight-ai FinSight AI is a multi-agent due diligence platform that turns real SEC 10-K...	13	Experimental	—	Python
16	bcastelino/sec-financial-chatbot Built a RAG chatbot using free LLMs, Streamlit, and VectorDB to query...	13	Experimental	—	Jupyter Notebook
17	imnottaken/SentimentX ⚡ AI-powered financial sentiment analysis platform with RAG agent \|...	13	Experimental	2	—
18	Sampad-Hegde/Finchat Nifty 50 Companies Annual Reports Companion.	12	Experimental	5	Python
19	hemanthsrisurya/Fingenius An AI-powered Financial Advisor Chatbot built for the FinTech domain that...	11	Experimental	1	Python
20	shashwat051102/Stock_sage_app App for stock prediction	10	Experimental	1	Python