Financial News RAG Embedding Tools
Tools that combine embeddings, semantic search, and LLMs to analyze financial documents, news sources, and market data for investment insights and Q&A. Does NOT include general news aggregation, personal finance management, or non-financial document analysis.
There are 19 financial news rag tools tracked. 1 score above 50 (established tier). The highest-rated is NyanNyanovich/nyan at 57/100 with 290 stars.
Get all 19 projects as JSON
curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=embeddings&subcategory=financial-news-rag&limit=20"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
| # | Tool | Score | Tier |
|---|---|---|---|
| 1 |
NyanNyanovich/nyan
Automatic news aggregator in Telegram / Автоматический агрегатор новостей в Телеграме |
|
Established |
| 2 |
eslammohamedtolba/Financial-Insight-Engine
An AI analyst with a hybrid LLM architecture 🤖. Uses a fine-tuned Phi-3 Mini... |
|
Experimental |
| 3 |
ArtStyle19/sistema-de-analisis-de-documentos-juridicos
Sistema inteligente para análisis, clasificación y búsqueda semántica de... |
|
Experimental |
| 4 |
tanyajain1207/FinNexus-Intelligence
Bridging the "Meaning Gap" in financial data. FinNexus Intelligence uses... |
|
Experimental |
| 5 |
is-leeroy-jenkins/Buddy
An AI for federal financial management designed to support Financial... |
|
Experimental |
| 6 |
Sam120204/Fin4All
Fin4All is an all-in-one investment assistant that democratizes access to... |
|
Experimental |
| 7 |
kosminus/querywise
QueryWise: Natural-language SQL assistant with semantic context, glossary- ... |
|
Experimental |
| 8 |
lweiss01/news-thread
Follow the thread of every story. A privacy-first, native Android news... |
|
Experimental |
| 9 |
Adeleye-Emmanuel/Modular-Real-Time-Financial-News
Designed a modular pipeline that fetches real-time financial news from... |
|
Experimental |
| 10 |
arnabberawork/Help-Mate-AI
Your AI-Powered Intelligent Search Assistant for Insurance Documents |
|
Experimental |
| 11 |
wangjenn/selfcompassion-llm
Self-Compassion AI™ for Neurodiverse Brains 🧠 is an LLM RAG platform that... |
|
Experimental |
| 12 |
gianlucatruda/FOMO
A newsreader app that uses LLM embeddings to semantically prioritise arXiv... |
|
Experimental |
| 13 |
NIRMAL1508/Legal-Assistance-System-for-Criminal-Violence-Victims-using-Natural-Language-Processing
The primary goal of this project is to democratize legal assistance,... |
|
Experimental |
| 14 |
SURESHBEEKHANI/News-Research-Tool
News Research Tool: A Streamlit app that processes news articles from URLs.... |
|
Experimental |
| 15 |
gamzeakkurt/nvidia-news-analysis
AI-powered tool that fetches and analyzes NVIDIA news using semantic... |
|
Experimental |
| 16 |
hbenayed1976/maliki_mufti
This interactive application, built with Streamlit, provides answers using... |
|
Experimental |
| 17 |
LAMDEC/artigo-analise-comparativa-ri
Análise Comparativa de Métodos de RI no Contexto Jurídico Brasileiro |
|
Experimental |
| 18 |
aravindvojjala/AI-Powered-News-Research-Tool
AI-powered News Research Tool using LangChain, HuggingFace embeddings, FAISS... |
|
Experimental |
| 19 |
RyomenDev/NewsMate
NewsMate is a full-stack AI chatbot that answers news-related queries using... |
|
Experimental |