RAG QA Systems LLM Tools

Tools for building question-answering systems that retrieve answers from custom knowledge bases, documents, or websites using retrieval-augmented generation (RAG) with vector databases and LLMs. Does NOT include general chatbots, conversational AI without retrieval, or single-document summarization.

There are 27 rag qa systems tools tracked. 1 score above 50 (established tier). The highest-rated is ananthanarayanan431/Langchain-Projects-LLM at 50/100 with 115 stars.

Get all 27 projects as JSON

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#	Tool	Score	Tier	Stars	Language
1	ananthanarayanan431/Langchain-Projects-LLM Various projects using Large Language Model (GPT & LLAMA) other open source...	50	Established	115	Jupyter Notebook
2	deepset-ai/haystack-home Website for Haystack, the open source LLM framework	47	Emerging	20	HTML
3	jndiogo/sibila Extract structured data from local or remote LLM models	45	Emerging	54	Python
4	astronomer/ask-astro An end-to-end LLM reference implementation providing a Q&A interface for...	43	Emerging	280	Python
5	Quhaoh233/ChatEV ChatEV: Predicting electric vehicle charging demand as natural language processing	35	Emerging	55	Python
6	JunyiYe/dataframe-qa [ACML 2024] DataFrame QA: A Universal LLM Framework on DataFrame Question...	28	Experimental	9	Python
7	chizo4/JusTreeAI "JusTreeAI" - a lightweight LLM assistant for legal tasks. This is a...	27	Experimental	6	Jupyter Notebook
8	mommi84/rdf-qa Explainable complex question answering over RDF files via Llama Index.	27	Experimental	31	Python
9	laurawpaaby/EduChatEval A structured pipeline and Python package for deploying and evaluating...	24	Experimental	1	Jupyter Notebook
10	WangRongsheng/Knowledge-Base-LLMs-QA 👽 基于大模型的知识库问答 \| Large model-based knowledge base Q&A.	24	Experimental	30	Python
11	sankalpsrv/Schematise An LLM enabled XML generator for Indian laws in the LegalDocML and...	23	Experimental	20	Jupyter Notebook
12	M-Taghizadeh/Persian_Question_Answering_Voice2Voice_AI This repository hosts BonyadAI, a Persian question answering AI Model. We...	21	Experimental	11	Jupyter Notebook
13	yatengLG/Simple-Local-QA 用最简单的代码带你实现基于大模型的本地知识库问答系统	17	Experimental	33	Python
14	YuweiYin/ARR ARR: QA with LLMs via Analyzing, Retrieving, and Reasoning	16	Experimental	9	Python
15	agasheadwait/LLM4EDA Built LLM-driven chat agent for EDA tasks via OpenAI API. User-friendly chat...	15	Experimental	6	Jupyter Notebook
16	MadgicDev/ask-llm The easiest way to supercharge your apps with LLM!	15	Experimental	8	Python
17	zaffnet/qareen qareen (قرين): Retrieve relevant multimodal few-shot examples for LLM-as-a-Judge.	15	Experimental	—	Python
18	AnshChoudhary/llama-3.2-multimodal Using the Llama 3.2 90b parameters model using fireworks.ai api to run...	14	Experimental	1	Python
19	peng-yiwen/WiKC A cleaned version of Wikidata taxonomy - Refined using Large Language Models	14	Experimental	11	HTML
20	firojalam/nativqa-framework NativQA Framework collects multilingual, culturally aligned natural queries...	14	Experimental	—	Python
21	absadiki/askcode Ask questions to your code base using the power of LLMs.	13	Experimental	6	Python
22	kavlata/LLM-experiments Multiple LLM based models for NLP tasks. Starting with Question answering on...	11	Experimental	—	Jupyter Notebook
23	tugcantopaloglu/question-answering-nlp A comprehensive comprasion of different models for question answering on...	11	Experimental	—	Jupyter Notebook
24	kedir/Specialized-Immigration-Assistant provide specialized immigration assistance in the field of immigration law...	11	Experimental	2	Jupyter Notebook
25	Hyeopgeon-Lee/aiPolyEduPRJ AI기술을 활용한 기초 응용 소프트웨어 개발	10	Experimental	1	Python
26	waleed-durrani/LlamaIndex-with-llms-for-AI-apps Hands On with LlamaIndex, VectorStores, and LLMs (OpenAI/PaLM/Open LLMs)	10	Experimental	1	Jupyter Notebook
27	ibehnam/asky asky ⛷️ Invoke a Large Language Model (LLM) from anywhere on your Mac and...	10	Experimental	1	Shell