Document Chunking Embedding Pipelines Vector Databases

There are 30 document chunking embedding pipelines tools tracked. The highest-rated is Siddhant-K-code/distill at 46/100 with 136 stars.

Get all 30 projects as JSON

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#	Tool	Score	Tier	Stars	Language
1	Siddhant-K-code/distill Reliable LLM outputs start with clean context. Deterministic deduplication,...	46	Emerging	136	Go
2	pesu-dev/ask-pesu A RAG pipeline for question answering about PES University	44	Emerging	5	JavaScript
3	louisbrulenaudet/ragoon High level library for batched embeddings generation, blazingly-fast...	42	Emerging	70	Jupyter Notebook
4	B-A-M-N/FlockParser Distributed document RAG system with intelligent GPU/CPU orchestration....	40	Emerging	4	Python
5	namtroi/RAGBase Open Source RAG ETL Platform. Turns PDFs, Docs & Slides into queryable...	37	Emerging	2	TypeScript
6	aws-samples/rag-with-amazon-postgresql-using-pgvector-and-sagemaker Question Answering application with Large Language Models (LLMs) and Amazon...	37	Emerging	16	Python
7	aws-samples/rag-with-amazon-opensearch-and-sagemaker Question Answering Generative AI application with Large Language Models...	32	Emerging	29	Python
8	pashpashpash/python-rag-scaffold A comprehensive RAG FastAPI service that handles document uploads and...	26	Experimental	6	Python
9	Ashish-Abraham/DocWhisperer-Qdrant A Retrieval-Augmented Generation (RAG) System for PDF Chat using Qdrant...	25	Experimental	6	Python
10	gurbaj5124871/rag-app-deepseek A RAG (Retrieval-Augmented Generation) application which combines...	22	Experimental	2	Python
11	mpessis/rag-doc-search Semantic search over technical documentation using natural language. RAG...	22	Experimental	—	Python
12	B-A-M-N/FlockParser-legacy Legacy version of FlockParser PDF processing system	22	Experimental	1	Python
13	Amayes985-stack/Mimir Privacy-first RAG pipeline application that transforms personal documents...	21	Experimental	—	CSS
14	josephsenior/Microbione Multimodal RAG system for microbiome data analysis with cross-modal search,...	21	Experimental	—	Python
15	SrijanShovit/HomeoRAG A RAG application to search documents for homeopathic remedies based on...	19	Experimental	7	Python
16	Farhaj499/RAG_with_Weaviate_DB This project implements a Retrieval Augmented Generation (RAG) system that...	18	Experimental	2	Jupyter Notebook
17	RijuSaha-01/RAG-Document-Assistant-with-Azure-Cosmos-DB A RAG pipeline implementation using Azure Cosmos DB (MongoDB vCore) and...	17	Experimental	—	HTML
18	bharghavaram/rag-knowledge-assistant A lightweight Retrieval-Augmented Generation (RAG) system for answering...	17	Experimental	—	Python
19	RAK0152/doc-watch-rag Async document watcher that keeps your RAG index hot. Automatically ingests...	17	Experimental	—	Python
20	LEADisDEAD/Vector-Forge Production-style Retrieval-Augmented Generation (RAG) system with...	14	Experimental	1	Python
21	felix-dowl/ResearchPal Basic RAG pipeline for uploading documents and making natural language queries	14	Experimental	—	Python
22	Abs01ute000/policymind-rag-showcase Semantic search and RAG showcase built with FastAPI, ChromaDB,...	14	Experimental	—	Python
23	ankit123nag/pdf-rag-assistant Production-grade RAG backend for document ingestion and semantic retrieval...	14	Experimental	1	JavaScript
24	Vaibhavii3/AI-Knowlendge-Base-RAG Built a Retrieval-Augmented Generation system that allows users to upload...	13	Experimental	—	JavaScript
25	razevedo1994/paper-rag-pipeline A complete RAG ingestion pipeline for scientific papers.	13	Experimental	—	Python
26	DRJ-14/context-aware-email-assistant-RAG RAG system to query Gmail Takeout (.mbox) with semantic search + local LLM...	13	Experimental	—	Jupyter Notebook
27	tahamohmadf19-dev/rag-document-search Document search with retrieval-augmented generation using FastAPI, Qdrant...	13	Experimental	—	Python
28	bijay-odyssey/Personal-Knowledge-Base-RAG-API Personal Knowledge Base RAG API – FastAPI-based RAG system for querying...	13	Experimental	—	Python
29	mxmarchal/archivist Archivist is a local-first macOS file indexer + RAG search engine. It...	12	Experimental	1	Python
30	Ashish-Abraham/QueReyDB RAG (Retrieval-Augmented Generation) and vector search to transform plain...	11	Experimental	4	Python

Comparisons in this category

rag-with-amazon-postgresql-using-pgvector-and-sagemaker and rag-with-amazon-opensearch-and-sagemaker (37 vs 32) FlockParser and FlockParser-legacy (40 vs 22)