PyPI Stats

Rag Python Packages

Python packages with the GitHub topic rag. Sorted by relevance, with stars and monthly downloads.
langchain-ai
langchain

The agent engineering platform

238.8M 136K 22K
langchain-ai
langchain-core

The agent engineering platform

107.1M 136K 22K
langchain-ai
langchain-openai

The agent engineering platform

65.8M 136K 22K
langchain-ai
langgraph

Build resilient language agents as graphs.

48.4M 31K 5K
langchain-ai
langchain-text-splitters

The agent engineering platform

43M 136K 22K
langchain-ai
langgraph-prebuilt

Build resilient language agents as graphs.

40.6M 31K 5K
langchain-ai
langgraph-checkpoint

Build resilient language agents as graphs.

39.2M 31K 5K
langchain-ai
langgraph-sdk

Build resilient language agents as graphs.

38.5M 31K 5K
langchain-ai
langchain-anthropic

The agent engineering platform

17.9M 136K 22K
langchain-ai
langchain-classic

The agent engineering platform

16.4M 136K 22K
qdrant
fastembed

Fast, Accurate, Lightweight Python library to make State of the Art Embedding

11.8M 3K 196
run-llama
llama-index

LlamaIndex is the leading document agent and OCR platform

10.5M 49K 7K
adbar
trafilatura

Python & Command-line tool to gather text and metadata on the Web: Crawling, scraping, extraction, output as CSV, JSON, HTML, MD, TXT, XML

7.4M 6K 363
run-llama
llama-index-core

LlamaIndex is the leading document agent and OCR platform

7.3M 49K 7K
langchain-ai
langgraph-checkpoint-postgres

Build resilient language agents as graphs.

4.5M 31K 5K
run-llama
llama-index-instrumentation

LlamaIndex is the leading document agent and OCR platform

3.9M 49K 7K
langchain-ai
langchain-ollama

The agent engineering platform

3.8M 136K 22K
langchain-ai
langgraph-cli

Build resilient language agents as graphs.

3.6M 31K 5K
langchain-ai
langchain-tests

The agent engineering platform

2.5M 136K 22K
plastic-labs
honcho-ai

Memory library for building stateful agents

2.4M 3K 367
langchain-ai
langchain-groq

The agent engineering platform

2.3M 136K 22K
PaddlePaddle
paddleocr

Turn any PDF or image document into structured data for your AI. A powerful, lightweight OCR toolkit that bridges the gap between images/PDFs and LLMs. Supports 100+ languages.

2.1M 77K 10K
langchain-ai
langchain-huggingface

The agent engineering platform

1.7M 136K 22K
langchain-ai
langgraph-checkpoint-sqlite

Build resilient language agents as graphs.

1.6M 31K 5K