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pypi.org "RAG" keyword

View the packages on the pypi.org package registry that are tagged with the "RAG" keyword.

indoxrag 0.1.1
Indox Retrieval Augmentation
5 versions - Latest release: 3 months ago - 226 downloads last month - 20 stars on GitHub - 1 maintainer
indoxraghelper 0.0.3
Indox Retrieval Augmentation
3 versions - Latest release: 2 months ago - 161 downloads last month - 20 stars on GitHub - 1 maintainer
indox 0.1.31
Indox Retrieval Augmentation
29 versions - Latest release: 7 months ago - 1.2 thousand downloads last month - 20 stars on GitHub - 2 maintainers
indoxarcg 0.0.14
Indox Retrieval Augmentation
13 versions - Latest release: 22 days ago - 1.26 thousand downloads last month - 20 stars on GitHub - 2 maintainers
indoxjudge 0.1.26
Indox Judge
24 versions - Latest release: 11 days ago - 1.34 thousand downloads last month - 2 stars on GitHub - 2 maintainers
graph-retriever 0.8.0
Retriever combining unstructured similarity and structured document traversal.
16 versions - Latest release: 15 days ago - 47.7 thousand downloads last month - 29 stars on GitHub - 2 maintainers
graph-rag-example-helpers 0.8.0
Helpers for Graph RAG / Graph Retriever examples.
14 versions - Latest release: 15 days ago - 1.46 thousand downloads last month - 29 stars on GitHub - 2 maintainers
langchain-graph-retriever 0.8.0
LangChain retriever for traversing document graphs on top of vector-based similarity search.
16 versions - Latest release: 15 days ago - 47.4 thousand downloads last month - 29 stars on GitHub - 2 maintainers
codebase-indexer 1.0.0
A command-line tool for indexing and querying large codebases using AI
1 version - Latest release: about 4 hours ago
vecworks 0.1.1
Framework to procedurally query vector stores
2 versions - Latest release: about 4 hours ago - 50 downloads last month - 0 stars on GitHub - 1 maintainer
rule-based-retrieval 0.1.4
Python package for Rule-based Retrieval using RAG
5 versions - Latest release: 12 months ago - 187 downloads last month - 235 stars on GitHub - 1 maintainer
ragoon 0.0.15 💰
RAGoon : High level library for batched embeddings generation, blazingly-fast web-based RAG and q...
15 versions - Latest release: 6 months ago - 376 downloads last month - 0 stars on GitHub - 1 maintainer
vectara-agentic 0.2.12
A Python package for creating AI Assistants and AI Agents with Vectara
42 versions - Latest release: 4 days ago - 2.17 thousand downloads last month - 100 stars on GitHub - 1 maintainer
open-rag-eval 0.1.1
A Python package for RAG Evaluation
2 versions - Latest release: 4 days ago - 153 downloads last month - 38 stars on GitHub - 1 maintainer
Top 1.9% on pypi.org
awadb 0.3.13
Local lightweight AI Native database for RAG, incluing embedding vectors and text search for LLM ...
16 versions - Latest release: over 1 year ago - 20 dependent packages - 371 dependent repositories - 3.34 thousand downloads last month - 171 stars on GitHub - 1 maintainer
pineflow 0.6.7
Load any data in one line of code and connect with AI applications
7 versions - Latest release: about 24 hours ago - 327 downloads last month - 0 stars on GitHub - 1 maintainer
chonky 0.1.3
Chonky is a Python library that intelligently segments text into meaningful semantic chunks using...
3 versions - Latest release: 1 day ago - 138 downloads last month - 0 stars on GitHub - 1 maintainer
wdoc 3.0.2
A perfect AI powered RAG for document query and summary. Supports ~all LLM and ~all filetypes (ur...
99 versions - Latest release: 1 day ago - 3.35 thousand downloads last month - 46 stars on GitHub - 1 maintainer
ares-ai 0.6.6
ARES is an advanced evaluation framework for Retrieval-Augmented Generation (RAG) systems,
26 versions - Latest release: 9 months ago - 1.38 thousand downloads last month - 578 stars on GitHub - 1 maintainer
ray-haystack 0.1.0
Haystack pipelines with Ray
4 versions - Latest release: 6 months ago - 64 downloads last month - 18 stars on GitHub - 1 maintainer
carag 1.0.6
An efficient Python library for building AI applications using the Retrieval-Augmented Generation...
4 versions - Latest release: 2 days ago - 170 downloads last month - 1 stars on GitHub - 1 maintainer
muzlin 0.0.6
Muzlin: a filtering toolset for semantic machine learning
6 versions - Latest release: 3 months ago - 316 downloads last month - 6 stars on GitHub - 1 maintainer
rage-toolkit 0.0.2
A framework for retrieval augmented generation evaluation (RAGE)
2 versions - Latest release: 7 months ago - 98 downloads last month - 0 stars on GitHub - 1 maintainer
gat-llm 0.1.5
Generation Augmented by Tools in LLMs - Agentic AI
5 versions - Latest release: 3 days ago - 338 downloads last month - 6 stars on GitHub - 1 maintainer
llama-index-core 0.12.31
Interface between LLMs and your data
197 versions - Latest release: 3 days ago - 518 dependent packages - 4.45 million downloads last month - 36,362 stars on GitHub - 1 maintainer
vulcan-core 1.1.1
AI-Hybrid Rules Engine for Logical Reasoning.
3 versions - Latest release: 3 days ago - 173 downloads last month - 1 maintainer
langdict 0.0.2
Build complex LLM Applications with Python Dictionary
3 versions - Latest release: 7 months ago - 106 downloads last month - 38 stars on GitHub - 1 maintainer
lyzr-rag 0.1.10
Interface between LLMs and your data
8 versions - Latest release: 7 months ago - 376 downloads last month - 2 stars on GitHub - 1 maintainer
qwen-agent 0.0.19
Qwen-Agent: Enhancing LLMs with Agent Workflows, RAG, Function Calling, and Code Interpreter.
19 versions - Latest release: 4 days ago - 6.52 thousand downloads last month - 6,514 stars on GitHub - 2 maintainers
llama-index-bundle 0.0.1
Interface between LLMs and your data
2 versions - Latest release: about 1 year ago - 82 downloads last month - 40,882 stars on GitHub - 1 maintainer
flying-delta 0.1.0
Interface between LLMs and your data
1 version - Latest release: about 1 year ago - 72 downloads last month - 40,882 stars on GitHub - 1 maintainer
flying-delta-legacy 0.9.42
Interface between LLMs and your data
2 versions - Latest release: about 1 year ago - 101 downloads last month - 40,882 stars on GitHub - 1 maintainer
llama-index-test-starter 0.10.0
Interface between LLMs and your data
14 versions - Latest release: about 1 year ago - 425 downloads last month - 40,882 stars on GitHub - 1 maintainer
flying-delta-core 0.9.40
Interface between LLMs and your data
6 versions - Latest release: about 1 year ago - 61 dependent packages - 243 downloads last month - 40,882 stars on GitHub - 1 maintainer
llama-index-legacy 0.9.48
Interface between LLMs and your data
9 versions - Latest release: about 1 year ago - 10 dependent packages - 826 thousand downloads last month - 40,882 stars on GitHub - 1 maintainer
open-retrievals 0.0.14
Text Embeddings for Retrieval and RAG based on transformers
16 versions - Latest release: 3 months ago - 596 downloads last month - 12 stars on GitHub - 1 maintainer
ragmap 0.1.1
RAGmap is a simple RAG visualization package for exploring document chunks and queries in embeddi...
2 versions - Latest release: about 1 year ago - 102 downloads last month - 13 stars on GitHub - 1 maintainer
hf-for-legal 0.0.13 💰
HF for Legal: A Community Package for Legal Applications 🤗
3 versions - Latest release: 9 months ago - 129 downloads last month - 5 stars on GitHub - 1 maintainer
ragbits-cli 0.13.0
A CLI application for ragbits - building blocks for rapid development of GenAI applications
17 versions - Latest release: 17 days ago - 1.22 thousand downloads last month - 65 stars on GitHub - 2 maintainers
ragbits-document-search 0.13.0
Document Search module for Ragbits
17 versions - Latest release: 17 days ago - 1.33 thousand downloads last month - 65 stars on GitHub - 2 maintainers
ragbits-guardrails 0.13.0
Guardrails module for Ragbits components
14 versions - Latest release: 17 days ago - 1.1 thousand downloads last month - 65 stars on GitHub - 2 maintainers
ragbits 0.13.0
Building blocks for rapid development of GenAI applications
17 versions - Latest release: 17 days ago - 1.26 thousand downloads last month - 65 stars on GitHub - 2 maintainers
ragbits-core 0.13.0
Building blocks for rapid development of GenAI applications
17 versions - Latest release: 17 days ago - 1.73 thousand downloads last month - 65 stars on GitHub - 2 maintainers
ragbits-evaluate 0.13.0
Evaluation module for Ragbits components
15 versions - Latest release: 17 days ago - 1.14 thousand downloads last month - 65 stars on GitHub - 2 maintainers
ragbits-conversations 0.13.0
Building blocks for rapid development of GenAI applications
9 versions - Latest release: 17 days ago - 1.06 thousand downloads last month - 65 stars on GitHub - 2 maintainers
cheshirecat-python-sdk 1.1.0
Python SDK for the Cloud-ready fork of the Cheshire Cat
4 versions - Latest release: 6 days ago - 140 downloads last month - 0 stars on GitHub - 1 maintainer
dify-knowledge-pipline 0.1.6 💰
🥂 Gracefully embedding multimodal-knowledge to Dify
7 versions - Latest release: 11 months ago - 311 downloads last month - 1,549 stars on GitHub - 1 maintainer
rankify 0.1.3
A Comprehensive Python Toolkit for Retrieval, Re-Ranking, and Retrieval-Augmented Generation
7 versions - Latest release: about 1 month ago - 7.42 thousand downloads last month - 384 stars on GitHub - 1 maintainer
nuggetizer 0.0.5
A package for Nuggetizer - a tool for information nugget creation and assignment to LLM-generated...
6 versions - Latest release: 2 months ago - 485 downloads last month - 6 stars on GitHub - 1 maintainer
Top 2.5% on pypi.org
beir 2.1.0
A Heterogeneous Benchmark for Information Retrieval
30 versions - Latest release: about 2 months ago - 9 dependent packages - 30 dependent repositories - 13.3 thousand downloads last month - 1,602 stars on GitHub - 1 maintainer
trust_eval 0.1.5
Metric to measure RAG responses with inline citations
6 versions - Latest release: 2 months ago - 256 downloads last month - 2 stars on GitHub - 1 maintainer
mirage-bench 0.0.4
A RAG-based benchmark for multilingual question answering.
4 versions - Latest release: 19 days ago - 356 downloads last month - 7 stars on GitHub - 1 maintainer
examinationrag 0.1.4
XRAG: eXamining the Core - Benchmarking Foundational Component Modules in Advanced Retrieval-Augm...
5 versions - Latest release: 2 months ago - 315 downloads last month - 81 stars on GitHub - 1 maintainer
dify-knowledge-pipeline 0.1.7
🥂 Gracefully embedding multimodal-knowledge to Dify
1 version - Latest release: 8 months ago - 60 downloads last month - 6 stars on GitHub - 1 maintainer
doctoolsllm 0.99.0
(Now winston_doc) A perfect AI powered RAG for document query and summary. Supports ~all LLM and ...
21 versions - Latest release: 9 months ago - 534 downloads last month - 46 stars on GitHub - 1 maintainer
adalflow 1.0.4
The Library to Build and Auto-optimize LLM Applications
23 versions - Latest release: 2 months ago - 3.16 thousand downloads last month - 858 stars on GitHub - 1 maintainer
pyragnarok 0.0.1
A package to running RAG models, especially for the TREC 2023 Retrieval Augmented Generation (RAG...
2 versions - Latest release: 10 months ago - 99 downloads last month - 49 stars on GitHub - 1 maintainer
grag 0.0.1
A simple package for implementing RAG
2 versions - Latest release: 11 months ago - 110 downloads last month - 13 stars on GitHub - 2 maintainers
autorag 0.3.13 💰
Automatically Evaluate RAG pipelines with your own data. Find optimal structure for new RAG product.
67 versions - Latest release: 3 months ago - 3.48 thousand downloads last month - 3,756 stars on GitHub - 1 maintainer
rag-cli 0.3.1
A project to show good CLI practices with a fully fledged RAG system.
7 versions - Latest release: 10 months ago - 241 downloads last month - 4 stars on GitHub - 1 maintainer
ccheck 0.1.4
A human-friendly framework for testing and evaluating LLMs, RAGs, and chatbots.
5 versions - Latest release: 5 months ago - 154 downloads last month - 55 stars on GitHub - 1 maintainer
lavague-drivers-playwright 0.2.11
Playwright integration for lavague
17 versions - Latest release: 9 months ago - 390 downloads last month - 5,808 stars on GitHub - 1 maintainer
lavague-core 0.2.35
automation code generation from text instructions
51 versions - Latest release: 8 months ago - 2.12 thousand downloads last month - 5,808 stars on GitHub - 1 maintainer
lavague-contexts-gemini 0.2.1
gemini integration for lavague
6 versions - Latest release: 9 months ago - 396 downloads last month - 5,808 stars on GitHub - 1 maintainer
lavague-contexts-cache 0.0.1
Context for lavague able to cache and proxy to LLM and MM LLM designed to save up tokens and make...
1 version - Latest release: 8 months ago - 45 downloads last month - 5,808 stars on GitHub - 1 maintainer
lavague-contexts-groq 0.1.0
Groq integration for lavague
1 version - Latest release: 11 months ago - 57 downloads last month - 5,808 stars on GitHub - 1 maintainer
lavague-tests 0.0.4
Test runner for Lavague
4 versions - Latest release: 9 months ago - 259 downloads last month - 5,808 stars on GitHub - 1 maintainer
lavague-sdk 0.1.0
automation code generation from text instructions
1 version - Latest release: 6 months ago - 54 downloads last month - 5,808 stars on GitHub - 1 maintainer
lavague-contexts-openai 0.2.4
Openai integration for lavague
7 versions - Latest release: 9 months ago - 908 downloads last month - 5,808 stars on GitHub - 1 maintainer
lavague-contexts-huggingface 0.1.0
HuggingFaceLLM integration for lavague
1 version - Latest release: 11 months ago - 54 downloads last month - 5,808 stars on GitHub - 1 maintainer
lavague-llms-huggingface 0.1.0
HuggingFaceLLM integration for lavague
1 version - Latest release: 11 months ago - 58 downloads last month - 5,808 stars on GitHub - 1 maintainer
lavague-retriever-cohere 0.2.0
Cohere retriever for lavague
3 versions - Latest release: 11 months ago - 118 downloads last month - 5,808 stars on GitHub - 1 maintainer
lavague-server 0.0.4
Server for Lavague agents
4 versions - Latest release: 9 months ago - 175 downloads last month - 5,808 stars on GitHub - 1 maintainer
lavague-contexts-fireworks 0.0.3
fireworks integration for lavague
3 versions - Latest release: 9 months ago - 131 downloads last month - 5,808 stars on GitHub - 1 maintainer
lavague-drivers-remote 0.2.5
Remote driver execution for Lavague
6 versions - Latest release: 9 months ago - 176 downloads last month - 5,808 stars on GitHub - 1 maintainer
lavague 1.1.19
automation code generation from text instructions
52 versions - Latest release: 9 months ago - 2.28 thousand downloads last month - 5,808 stars on GitHub - 1 maintainer
lavague-cli 0.1.0
CLI for lavague
1 version - Latest release: 11 months ago - 46 downloads last month - 5,808 stars on GitHub - 1 maintainer
lavague-contexts-anthropic 0.1.3
anthropic integration for lavague
7 versions - Latest release: 9 months ago - 228 downloads last month - 5,808 stars on GitHub - 1 maintainer
lavague-gradio 0.2.8
Gradio demo for lavague
10 versions - Latest release: 9 months ago - 948 downloads last month - 5,808 stars on GitHub - 1 maintainer
lavague-qa 0.0.6
QA Automation with LaVague
6 versions - Latest release: 8 months ago - 304 downloads last month - 5,808 stars on GitHub - 1 maintainer
lavague-drivers-selenium 0.2.15
Selenium integration for lavague
25 versions - Latest release: 8 months ago - 1.34 thousand downloads last month - 5,808 stars on GitHub - 1 maintainer
unillm 0.0.8
Unified Large Language Model Interface for ChatGPT, LLaMA, Mistral, Claude, and RAG
8 versions - Latest release: about 1 year ago - 324 downloads last month - 1 stars on GitHub - 1 maintainer
rankflow 0.1.4
Plot how multiple ranks evolved over processing steps - draw a rankflow.
5 versions - Latest release: 9 months ago - 208 downloads last month - 1 stars on GitHub - 1 maintainer
chunknorris 1.1.0
A package for chunking documents from various formats
7 versions - Latest release: 5 months ago - 365 downloads last month - 7 stars on GitHub - 1 maintainer
paka 0.1.11
LLMOps tool designed to simplify the deployment and management of large language model (LLM) appl...
12 versions - Latest release: 9 months ago - 343 downloads last month - 11 stars on GitHub - 1 maintainer
knowt 0.1.5
Private, personalized searchable knowledge base, from your own notes.
5 versions - Latest release: about 1 year ago - 143 downloads last month - 1 maintainer
gspl-api 0.0.92
GSPL: Gen-Selective Pseudo Labeling for Domain Adaptation, based on 🤗 Datasets and Serverless Inf...
3 versions - Latest release: 10 months ago - 151 downloads last month - 1 maintainer
prebuilt-rag-lu 1.0.4
A library for building Retrieval-Augmented Generation (RAG) systems using ChromaDB and popular la...
2 versions - Latest release: 6 months ago - 64 downloads last month - 2 maintainers
Top 0.7% on pypi.org
llama-index 0.12.10
Interface between LLMs and your data
432 versions - Latest release: 3 months ago - 153 dependent packages - 1,464 dependent repositories - 2.54 million downloads last month - 26,279 stars on GitHub - 2 maintainers
bbm25-haystack 0.2.1
Haystack 2.x In-memory Document Store with Enhanced Efficiency
6 versions - Latest release: 12 months ago - 231 downloads last month - 14 stars on GitHub - 1 maintainer
lightrag 0.1.0
The Lightning Library for LLM Applications.
27 versions - Latest release: 12 months ago - 3.77 thousand downloads last month - 2,898 stars on GitHub - 1 maintainer
quepasa 1.0.4
QuePasa RAG SaaS API
5 versions - Latest release: 19 days ago - 382 downloads last month - 1 maintainer
graphrag_sdk 0.7.0
Enables graph-based RAG and integration with LLMs for advanced querying and knowledge graph creat...
19 versions - Latest release: 19 days ago - 10.8 thousand downloads last month - 291 stars on GitHub - 2 maintainers
labrador-ai 0.6.1
Load any data in one line of code and connect with AI applications
2 versions - Latest release: 2 months ago - 110 downloads last month - 0 stars on GitHub - 1 maintainer
beekeeper-ai 0.6.1
Load any data in one line of code and connect with AI applications
1 version - Latest release: 20 days ago
ragflowchain 0.5.1
A comprehensive toolkit for building Retrieval-Augmented Generation (RAG) pipelines, including da...
6 versions - Latest release: 7 months ago - 158 downloads last month - 0 stars on GitHub - 1 maintainer
krag 0.0.30
A Python package for RAG performance evaluation
27 versions - Latest release: 3 months ago - 598 downloads last month - 1 maintainer
aba-cli-scrapper 0.7.6
Create your own Alibaba dataset and interact with it in plain English.
47 versions - Latest release: 7 months ago - 4.06 thousand downloads last month - 24 stars on GitHub - 1 maintainer
tempestai 0.5.7
Load any data in one line of code and connect with AI applications
12 versions - Latest release: 3 months ago - 232 downloads last month - 0 stars on GitHub - 1 maintainer
ragasas 1.1.5
A package that can be used to create RAGs with a single line of code.
12 versions - Latest release: about 1 year ago - 182 downloads last month - 1 maintainer