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pypi.org "rag" keyword

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

climsight 1.0.0
A tool that combines LLMs with climate data to provide localized insights for decision-making in ...
3 versions - Latest release: about 2 months ago - 145 downloads last month - 36 stars on GitHub - 1 maintainer
Top 2.9% on pypi.org
mindsdb 2.62.4
MindsDB's AI SQL Server enables developers to build AI tools that need access to real-time data t...
532 versions - Latest release: about 3 years ago - 75 dependent repositories - 21.7 thousand downloads last month - 27,718 stars on GitHub - 2 maintainers
ai-chunking 0.1.9
A powerful Python library for semantic document chunking and enrichment using AI
8 versions - Latest release: about 1 month ago - 1.45 thousand downloads last month - 3 stars on GitHub - 1 maintainer
langchain-glm 0.0.2
基于 Langchain,快速集成GLM-4 AllTools 功能的插件
2 versions - Latest release: 9 months ago - 161 downloads last month - 29 stars on GitHub - 1 maintainer
webassistant 0.0.4
WebAssistant: Quickly Deploy an AI Assistant Chatbot for your Personal Webpage
2 versions - Latest release: 7 months ago - 112 downloads last month
illufly 0.6.1
A simple Agent framework based on GPT with auto-evolution ability.
29 versions - Latest release: 4 months ago - 1.17 thousand downloads last month - 60 stars on GitHub - 1 maintainer
Top 1.7% on pypi.org
trafilatura 2.0.0 💰
Python & Command-line tool to gather text and metadata on the Web: Crawling, scraping, extraction...
50 versions - Latest release: 5 months ago - 71 dependent packages - 63 dependent repositories - 944 thousand downloads last month - 4,118 stars on GitHub - 1 maintainer
steps-track 1.12.3
An observability tool built to help tracking, visualizing and inspecting intermediate steps in a ...
1 version - Latest release: about 7 hours ago - 5 stars on GitHub - 1 maintainer
firecrawl-py 2.1.1
Python SDK for Firecrawl API
64 versions - Latest release: about 6 hours ago - 1 dependent package - 1.25 million downloads last month - 34,841 stars on GitHub - 1 maintainer
firecrawl 2.1.1
Python SDK for Firecrawl API
45 versions - Latest release: about 6 hours ago - 64.7 thousand downloads last month - 34,841 stars on GitHub - 1 maintainer
Top 2.0% on pypi.org
clarifai 11.2.3
Clarifai Python SDK
195 versions - Latest release: 9 days ago - 29 dependent packages - 801 dependent repositories - 64.4 thousand downloads last month - 24 stars on GitHub - 1 maintainer
appbuilder-sdk 1.0.5
百度智能云千帆AppBuilder-SDK
27 versions - Latest release: 14 days ago - 1.69 thousand downloads last month - 520 stars on GitHub - 1 maintainer
rag-colls 0.2.0
rag-colls - Implement recent advanced RAG techniques
14 versions - Latest release: 18 days ago - 1.45 thousand downloads last month - 12 stars on GitHub - 1 maintainer
hawkins-rag 0.1.0
A Python package for building RAG systems with HawkinsDB and multiple data source integrations
1 version - Latest release: 4 months ago - 43 downloads last month - 15 stars on GitHub - 1 maintainer
graphrag-webui 1.2.0
A web interface for GraphRAG.
1 version - Latest release: about 2 months ago - 58 downloads last month - 8 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 11 hours ago - 327 downloads last month - 0 stars on GitHub - 1 maintainer
raglite 0.7.0
A Python toolkit for Retrieval-Augmented Generation (RAG) with SQLite or PostgreSQL.
15 versions - Latest release: about 1 month ago - 1.7 thousand downloads last month - 917 stars on GitHub - 1 maintainer
dbgpt-acc-auto 0.7.0
Add your description here
5 versions - Latest release: 26 days ago - 559 downloads last month - 16,180 stars on GitHub - 1 maintainer
dbgpt-ext 0.7.0
Add your description here
5 versions - Latest release: 26 days ago - 647 downloads last month - 16,180 stars on GitHub - 1 maintainer
dbgpt-client 0.7.0
Add your description here
5 versions - Latest release: 26 days ago - 569 downloads last month - 16,034 stars on GitHub - 1 maintainer
dbgpt 0.7.0
DB-GPT is an experimental open-source project that uses localized GPT large models to interact wi...
32 versions - Latest release: 26 days ago - 2.98 thousand downloads last month - 16,034 stars on GitHub - 4 maintainers
vectorcode 0.5.6
A tool to vectorise repositories for RAG.
46 versions - Latest release: 1 day ago - 4.46 thousand downloads last month - 286 stars on GitHub - 1 maintainer
elem-hasplib 1.0.0
bisheng-rt-enterprice authorize module
1 version - Latest release: over 1 year ago - 27 downloads last month - 8,069 stars on GitHub - 1 maintainer
lightrag-hku 1.3.2
LightRAG: Simple and Fast Retrieval-Augmented Generation
32 versions - Latest release: 1 day ago - 17.1 thousand downloads last month - 14,638 stars on GitHub - 1 maintainer
lightrag-dembrane 1.2.7
LightRAG: Simple and Fast Retrieval-Augmented Generation
6 versions - Latest release: 28 days ago - 632 downloads last month - 14,638 stars on GitHub - 2 maintainers
super-rag 0.0.10
Super-performant RAG pipelines for AI apps
2 versions - Latest release: about 1 year ago - 99 downloads last month - 368 stars on GitHub - 1 maintainer
fundialogues 0.1.0
a package with fictitous dialogue datasets and tools to help learn how to build chatbots and do b...
5 versions - Latest release: about 1 year ago - 89 downloads last month - 5 stars on GitHub - 1 maintainer
graphlit-client 1.0.20250416001
Graphlit API Python Client
126 versions - Latest release: 2 days ago - 5.09 thousand downloads last month - 5 stars on GitHub - 1 maintainer
driarxiv 1.1.0
driarxiv: A CLI tool to generate a comprehensive wiki from arXiv papers.
12 versions - Latest release: about 1 year ago - 250 downloads last month - 2 stars on GitHub - 1 maintainer
chinoai 1.0.0
Chino is a terminal based chatbot based on ChatGPT.
2 versions - Latest release: about 1 year ago - 98 downloads last month - 21 stars on GitHub - 1 maintainer
agentiq-test 1.0.0
Testing utilities for AgentIQ
15 versions - Latest release: about 1 month ago - 624 downloads last month - 1 maintainer
agentiq-crewai 1.0.0
Subpackage for CrewAI integration in AgentIQ
15 versions - Latest release: about 1 month ago - 641 downloads last month - 1 maintainer
agentiq 1.0.0
AgentIQ
15 versions - Latest release: about 1 month ago - 1.44 thousand downloads last month - 649 stars on GitHub - 1 maintainer
agentiq-llama-index 1.0.0
Subpackage for Llama-Index integration in AgentIQ
15 versions - Latest release: about 1 month ago - 661 downloads last month - 1 maintainer
Top 8.2% on pypi.org
khoj-assistant 1.21.1 💰
khoj-assistant is now khoj
784 versions - Latest release: 8 months ago - 1 dependent repositories - 15.5 thousand downloads last month - 28,572 stars on GitHub - 2 maintainers
khoj 1.40.0 💰
Your Second Brain
443 versions - Latest release: 8 days ago - 2 dependent repositories - 18.6 thousand downloads last month - 28,572 stars on GitHub - 2 maintainers
cocoindex 0.1.23
With CocoIndex, users declare the transformation, CocoIndex creates & maintains an index, and kee...
34 versions - Latest release: about 22 hours ago - 12.8 thousand downloads last month - 504 stars on GitHub - 1 maintainer
versionhq 1.1.8
Autonomous agent networks for task automation with multi-step reasoning.
97 versions - Latest release: 4 months ago - 3.6 thousand downloads last month - 15 stars on GitHub - 1 maintainer
ragmetrics-client 0.1.12
Monitor your LLM calls. Test your LLM app.
8 versions - Latest release: 17 days ago - 1.65 thousand downloads last month - 0 stars on GitHub - 1 maintainer
llama-index-packs-vanna 0.3.0
llama-index packs vanna integration
9 versions - Latest release: 5 months ago - 519 downloads last month - 14,784 stars on GitHub - 1 maintainer
bl-vanna 0.7.4
Generate SQL queries from natural language
2 versions - Latest release: 8 months ago - 104 downloads last month - 14,784 stars on GitHub - 1 maintainer
Top 9.5% on pypi.org
vanna 0.7.9
Generate SQL queries from natural language
74 versions - Latest release: 9 days ago - 2 dependent packages - 1 dependent repositories - 103 thousand downloads last month - 14,784 stars on GitHub - 2 maintainers
pytext2sql 2.0.0
Generate SQL queries from natural language
2 versions - Latest release: 9 months ago - 102 downloads last month - 11,378 stars on GitHub - 1 maintainer
Top 1.5% on pypi.org
gpt-index 0.8.42
Interface between LLMs and your data
255 versions - Latest release: over 1 year ago - 7 dependent packages - 21 dependent repositories - 17 thousand downloads last month - 35,238 stars on GitHub - 2 maintainers
wish-knowledge-loader 0.6.6
Knowledge loader for wish
21 versions - Latest release: 1 day ago - 981 downloads last month - 2 stars on GitHub - 1 maintainer
textlong 0.4.15
A framework designed to produce long-texts with GPT or other large language models.
38 versions - Latest release: 9 months ago - 1.35 thousand downloads last month - 60 stars on GitHub - 1 maintainer
mem0ai 0.1.92
Long-term memory for AI Agents
121 versions - Latest release: 1 day ago - 780 thousand downloads last month - 21,264 stars on GitHub - 4 maintainers
bm25s 0.2.12
An ultra-fast implementation of BM25 based on sparse matrices.
39 versions - Latest release: 1 day ago - 194 thousand downloads last month - 1,097 stars on GitHub - 1 maintainer
trustgraph-ocr 0.22.5
TrustGraph provides a means to run a pipeline of flexible AI processing components in a flexible ...
14 versions - Latest release: 14 days ago - 987 downloads last month - 362 stars on GitHub - 1 maintainer
trustgraph-flow 0.22.5
TrustGraph provides a means to run a pipeline of flexible AI processing components in a flexible ...
153 versions - Latest release: 14 days ago - 2.85 thousand downloads last month - 362 stars on GitHub - 1 maintainer
trustgraph-parquet 0.17.7
TrustGraph provides a means to run a pipeline of flexible AI processing components in a flexible ...
64 versions - Latest release: 4 months ago - 797 downloads last month - 362 stars on GitHub - 1 maintainer
trustgraph-base 0.22.5
TrustGraph provides a means to run a pipeline of flexible AI processing components in a flexible ...
154 versions - Latest release: 14 days ago - 3.39 thousand downloads last month - 362 stars on GitHub - 1 maintainer
trustgraph-embeddings-hf 0.22.5
HuggingFace embeddings support for TrustGraph.
153 versions - Latest release: 14 days ago - 2.82 thousand downloads last month - 362 stars on GitHub - 1 maintainer
trustgraph-cli 0.22.5
TrustGraph provides a means to run a pipeline of flexible AI processing components in a flexible ...
151 versions - Latest release: 14 days ago - 2.8 thousand downloads last month - 362 stars on GitHub - 1 maintainer
trustgraph-vertexai 0.22.5
TrustGraph provides a means to run a pipeline of flexible AI processing components in a flexible ...
151 versions - Latest release: 14 days ago - 3.07 thousand downloads last month - 362 stars on GitHub - 1 maintainer
trustgraph-bedrock 0.22.5
TrustGraph provides a means to run a pipeline of flexible AI processing components in a flexible ...
153 versions - Latest release: 14 days ago - 2.84 thousand downloads last month - 362 stars on GitHub - 1 maintainer
trustgraph 0.22.5
TrustGraph provides a means to run a pipeline of flexible AI processing components in a flexible ...
155 versions - Latest release: 14 days ago - 3.55 thousand downloads last month - 106 stars on GitHub - 1 maintainer
langroid 0.52.4 💰
Harness LLMs with Multi-Agent Programming
431 versions - Latest release: 1 day ago - 1 dependent repositories - 19.2 thousand downloads last month - 2,245 stars on GitHub - 1 maintainer
kense_r2r 0.2.85
SciPhi R2R
1 version - Latest release: 8 months ago - 70 downloads last month - 6,421 stars on GitHub - 1 maintainer
wurzel 0.8.2
Pick, choose and chain your RAG tools in a pythonic way
12 versions - Latest release: 1 day ago - 787 downloads last month - 11 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
agentiq-langchain 1.0.0
Subpackage for Langchain/Langgraph integration in AgentIQ
14 versions - Latest release: about 1 month ago - 1.14 thousand downloads last month - 1 maintainer
agentiq-semantic-kernel 1.0.0
Subpackage for Semantic-Kernel integration in AgentIQ
14 versions - Latest release: about 1 month ago - 642 downloads last month - 1 maintainer
fed-rag 0.0.8
A framework for federated fine-tuning of retrieval-augmented generation (RAG) systems.
13 versions - Latest release: 9 days ago - 1.14 thousand downloads last month - 6 stars on GitHub - 1 maintainer
needle-haystack-ai 0.1.0
Needle RAG tools for Haystack
1 version - Latest release: 8 months ago - 84 downloads last month - 2 stars on GitHub - 1 maintainer
llama-index-core 0.12.31
Interface between LLMs and your data
197 versions - Latest release: 2 days ago - 518 dependent packages - 4.45 million downloads last month - 36,362 stars on GitHub - 1 maintainer
neo4j-genai 0.6.0
Python package to allow easy integration to Neo4j's GenAI features
12 versions - Latest release: 7 months ago - 578 downloads last month - 479 stars on GitHub - 1 maintainer
graphrag-with-trace 0.3.4
graphrag-with-trace
4 versions - Latest release: 9 months ago - 208 downloads last month - 16,798 stars on GitHub - 1 maintainer
graphrag_fix 0.1.1
A modular graph-based Retrieval-Augmented Generation (RAG) system
1 version - Latest release: 9 months ago - 58 downloads last month - 24,280 stars on GitHub - 1 maintainer
graphrag 2.1.0
GraphRAG: A graph-based retrieval-augmented generation (RAG) system.
26 versions - Latest release: about 1 month ago - 62.1 thousand downloads last month - 16,798 stars on GitHub - 3 maintainers
lexio 0.1.2
Python type definitions for the lexio frontend library. Provides Pydantic models for type-safe in...
7 versions - Latest release: 3 days ago - 151 downloads last month - 26 stars on GitHub - 1 maintainer
ai-microcore 3.16.5
# Minimalistic Foundation for AI Applications
65 versions - Latest release: 4 days ago - 4.25 thousand downloads last month - 118 stars on GitHub - 1 maintainer
knowlang 0.2.2
AI-powered code understanding assistant that helps developers explore and understand complex code...
3 versions - Latest release: 13 days ago - 215 downloads last month - 20 stars on GitHub - 1 maintainer
docext 0.1.12
Onprem information extraction from documents
10 versions - Latest release: 9 days ago - 753 downloads last month - 100 stars on GitHub - 1 maintainer
retri-evals 0.0.1
Open-source tool for building and evaluating retrieval pipelines.
1 version - Latest release: over 1 year ago - 60 downloads last month - 9 stars on GitHub - 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
graphmemory 0.2.1
A package for creating a hybrid graph / vector database for use with GraphRAG.
5 versions - Latest release: 10 months ago - 222 downloads last month - 121 stars on GitHub - 1 maintainer
ragna 0.2.1
RAG orchestration framework
21 versions - Latest release: 10 months ago - 1 dependent package - 1 dependent repositories - 584 downloads last month - 178 stars on GitHub - 1 maintainer
graphfleet 0.7.5 💰
A graph-based knowledge management and query system
32 versions - Latest release: 4 months ago - 1.17 thousand downloads last month - 7 stars on GitHub - 1 maintainer
minirag-hku 0.0.2
MiniRAG: Towards Extremely Simple Retrieval-Augmented Generation
1 version - Latest release: about 2 months ago - 184 downloads last month - 1,001 stars on GitHub - 1 maintainer
deepsearcher 0.0.1
None
4 versions - Latest release: 10 days ago - 482 downloads last month - 5,456 stars on GitHub - 2 maintainers
mlx-embeddings 0.0.3 💰
MLX-Embeddings is a package for running Vision and Language Embedding models locally on your Mac ...
3 versions - Latest release: 16 days ago - 430 downloads last month - 136 stars on GitHub - 1 maintainer
yabm25 0.1.1
Fast BM25 search engine for Python with RAG support
2 versions - Latest release: about 2 months ago - 91 downloads last month - 0 stars on GitHub - 1 maintainer
trag 0.0.12
Simple templating and web-source retrieval utilities for RAG.
12 versions - Latest release: 2 months ago - 495 downloads last month - 1 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: 3 days ago - 1.44 thousand downloads last month - 72 stars on GitHub - 1 maintainer
graphiti-core 0.10.0
A temporal graph building library
68 versions - Latest release: 3 days ago - 112 thousand downloads last month - 1,283 stars on GitHub - 2 maintainers
ragdata 0.2.0
Build knowledge bases for RAG
2 versions - Latest release: 2 months ago - 102 downloads last month - 14 stars on GitHub - 1 maintainer
trimodal-rag 0.0.1
A python package for applying TriModal Retrieval-Augmented Generation (RAG) system.
1 version - Latest release: 6 months ago - 47 downloads last month - 4 stars on GitHub - 1 maintainer
distfuse 0.1.4
Compute DistFuse similarity scores from embedding models and APIs
5 versions - Latest release: 10 months ago - 241 downloads last month - 5 stars on GitHub - 1 maintainer
local-reranker 0.1.1
A lightweight, local reranker API implementation compatible with Jina.
2 versions - Latest release: 3 days ago - 1 maintainer
scrapegraphai 1.48.0 💰
A web scraping library based on LangChain which uses LLM and direct graph logic to create scrapin...
421 versions - Latest release: 4 days ago - 46 thousand downloads last month - 19,050 stars on GitHub - 1 maintainer
huixiangdou 0.1.0
Overcoming Group Chat Scenarios with LLM-based Technical Assistance
3 versions - Latest release: over 1 year ago - 85 downloads last month - 826 stars on GitHub - 1 maintainer
flexiai 1.2.243
FlexiAI: A dynamic and modular AI framework leveraging Multi-Agent Systems and Retrieval Augmente...
62 versions - Latest release: 5 months ago - 619 downloads last month - 11 stars on GitHub - 1 maintainer
llama-index-tools-azure-cv 0.3.0
llama-index tools azure_cv integration
7 versions - Latest release: 5 months ago - 224 downloads last month - 40,882 stars on GitHub - 1 maintainer
llama-index-readers-boarddocs 0.3.0
llama-index readers boarddocs integration
8 versions - Latest release: 5 months ago - 279 downloads last month - 40,882 stars on GitHub - 1 maintainer
llama-index-tools-database 0.3.0
llama-index tools database integration
7 versions - Latest release: 5 months ago - 1 dependent package - 849 downloads last month - 40,882 stars on GitHub - 1 maintainer
llama-index-readers-database 0.3.0
llama-index readers database integration
8 versions - Latest release: 5 months ago - 2 dependent packages - 7.86 thousand downloads last month - 40,882 stars on GitHub - 1 maintainer
llama-index-tools-notion 0.3.1
llama-index tools notion integration
9 versions - Latest release: 3 months ago - 319 downloads last month - 40,882 stars on GitHub - 1 maintainer
llama-index-readers-snscrape-twitter 0.3.0
llama-index readers snscrape_twitter integration
2 versions - Latest release: 5 months ago - 97 downloads last month - 40,882 stars on GitHub - 1 maintainer
llama-index-embeddings-google 0.3.1
llama-index embeddings google integration
12 versions - Latest release: 29 days ago - 1 dependent package - 1.88 thousand downloads last month - 40,882 stars on GitHub - 1 maintainer