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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.

253.3M 137K 23K
langchain-ai
langchain-core

The agent engineering platform.

111.6M 137K 23K
langchain-ai
langchain-openai

The agent engineering platform.

70.9M 137K 23K
langchain-ai
langgraph

Build resilient agents.

52.9M 32K 5K
langchain-ai
langgraph-prebuilt

Build resilient agents.

45.8M 32K 5K
langchain-ai
langchain-text-splitters

The agent engineering platform.

43.9M 137K 23K
langchain-ai
langgraph-checkpoint

Build resilient agents.

42.8M 32K 5K
langchain-ai
langgraph-sdk

Build resilient agents.

41.2M 32K 5K
langchain-ai
langchain-anthropic

The agent engineering platform.

19.1M 137K 23K
langchain-ai
langchain-classic

The agent engineering platform.

18.4M 137K 23K
qdrant
fastembed

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

13.3M 3K 199
run-llama
llama-index

LlamaIndex is the leading document agent and OCR platform

12.2M 50K 7K
run-llama
llama-index-core

LlamaIndex is the leading document agent and OCR platform

9.1M 50K 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

8.9M 6K 371
langchain-ai
langgraph-checkpoint-postgres

Build resilient agents.

5.3M 32K 5K
run-llama
llama-index-instrumentation

LlamaIndex is the leading document agent and OCR platform

4.2M 50K 7K
langchain-ai
langchain-ollama

The agent engineering platform.

3.9M 137K 23K
langchain-ai
langgraph-cli

Build resilient agents.

3.8M 32K 5K
langchain-ai
langchain-tests

The agent engineering platform.

2.9M 137K 23K
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.

2.2M 78K 10K
langchain-ai
langchain-groq

The agent engineering platform.

2.2M 137K 23K
plastic-labs
honcho-ai

Memory library for building stateful agents

2.2M 4K 430
langchain-ai
langgraph-checkpoint-sqlite

Build resilient agents.

1.9M 32K 5K
langchain-ai
langchain-huggingface

The agent engineering platform.

1.8M 137K 23K
    • Data from PyPI, GitHub, ClickHouse, and BigQuery