Document loaders for AI-Parrot RAG pipelines

Navigation

Verified details

These details have been verified by PyPI
Project links
GitHub Statistics
Maintainers
Avatar for phenobarbital from gravatar.com phenobarbital

Unverified details

These details have not been verified by PyPI
Meta
  • License Expression: MIT
    SPDX License Expression
  • Author: Jesus Lara
  • Tags ai , rag , document-loaders , pdf , youtube , agents , asyncio
  • Requires: Python >=3.11
  • Provides-Extra: youtube , audio , pdf , web , ebook , video , document , ml , ml-heavy , all
Classifiers
Report project as malware

Project description

AI-Parrot Loaders

ai-parrot-loaders provides document loaders for AI-Parrot RAG (Retrieval-Augmented Generation) pipelines. Each loader transforms a specific document format into text chunks that can be embedded and searched.

Installation

pip install ai-parrot-loaders

Install only the extras you need:

pip install ai-parrot-loaders[pdf]
pip install ai-parrot-loaders[youtube]
pip install ai-parrot-loaders[audio]
pip install ai-parrot-loaders[web]

# Everything
pip install ai-parrot-loaders[all]

Available Extras

Extra Description
pdf PDF loading with OCR support (PaddleOCR)
youtube YouTube transcript and video download
audio Audio transcription (WhisperX, pyannote)
web HTML/web page loading
ebook EPUB e-book loading
video Video processing (MoviePy, FFmpeg)

Supported Formats

Loader Format Description
TextLoader .txt Plain text files
CSVLoader .csv CSV files
ExcelLoader .xlsx, .xls Excel spreadsheets
MSWordLoader .docx Microsoft Word documents
HTMLLoader .html HTML files
MarkdownLoader .md Markdown files
PDFLoader .pdf PDF documents
PDFMarkdownLoader .pdf PDF to Markdown conversion
PDFTablesLoader .pdf PDF table extraction
PowerPointLoader .pptx PowerPoint presentations
EpubLoader .epub EPUB e-books
WebLoader URL Web pages
YoutubeLoader URL YouTube video transcripts
VimeoLoader URL Vimeo video transcripts
AudioLoader .mp3, .wav, etc. Audio transcription
VideoLoader URL Video download + transcription
VideoLocalLoader .mp4, etc. Local video transcription
DocumentConverterLoader multiple Auto-detect format and convert

Quick Start

from parrot_loaders.factory import get_loader_class

# Auto-detect loader by file extension
LoaderClass = get_loader_class("report.pdf")
loader = LoaderClass(source="report.pdf")
documents = await loader.load()

for doc in documents:
    print(doc.page_content[:200])

Or use a specific loader directly:

from parrot_loaders.youtube import YoutubeLoader

loader = YoutubeLoader(source="https://www.youtube.com/watch?v=...")
documents = await loader.load()

Requirements

License

MIT

Project details

Verified details

These details have been verified by PyPI
Project links
GitHub Statistics
Maintainers
Avatar for phenobarbital from gravatar.com phenobarbital

Unverified details

These details have not been verified by PyPI
Meta
  • License Expression: MIT
    SPDX License Expression
  • Author: Jesus Lara
  • Tags ai , rag , document-loaders , pdf , youtube , agents , asyncio
  • Requires: Python >=3.11
  • Provides-Extra: youtube , audio , pdf , web , ebook , video , document , ml , ml-heavy , all
Classifiers

Release history Release notifications | RSS feed

0.1.45

0.1.44

0.1.43

0.1.42

0.1.41

0.1.40

0.1.39

0.1.37

0.1.35

0.1.34

0.1.33

0.1.32

0.1.31

0.1.30

0.1.28

0.1.27

0.1.26

0.1.25

0.1.24

0.1.23

0.1.22

0.1.21

0.1.19

0.1.18

0.1.17

This version

0.1.16

0.1.15

0.1.14

0.1.13

0.1.12

0.1.11

0.1.10

0.1.8

0.1.6

0.1.5

0.1.4

0.1.3

0.1.2

0.1.0

Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

ai_parrot_loaders-0.1.16.tar.gz (79.5 kB view details)

Uploaded Source

Built Distribution

If you're not sure about the file name format, learn more about wheel file names.

ai_parrot_loaders-0.1.16-py3-none-any.whl (99.2 kB view details)

Uploaded Python 3

File details

Details for the file ai_parrot_loaders-0.1.16.tar.gz.

File metadata

  • Download URL: ai_parrot_loaders-0.1.16.tar.gz
  • Upload date:
  • Size: 79.5 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.13.7

File hashes

Hashes for ai_parrot_loaders-0.1.16.tar.gz
Algorithm Hash digest
SHA256 dc2e987aec7b98beb0e93e754a73a0d741c9333899199979721f37bc20c22415
MD5 8c56149eac755b04da6396a97befc5af
BLAKE2b-256 563ee80b34ba29b88ff5d688548a5a1e3ca0da5d85b7fd56c689ad31236d2ccd

See more details on using hashes here.

Provenance

The following attestation bundles were made for ai_parrot_loaders-0.1.16.tar.gz:

Publisher: release.yml on phenobarbital/ai-parrot

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file ai_parrot_loaders-0.1.16-py3-none-any.whl.

File metadata

File hashes

Hashes for ai_parrot_loaders-0.1.16-py3-none-any.whl
Algorithm Hash digest
SHA256 a205e27572d87f508077299112f82603489ac4d20d311050f4cc1d7138c71edf
MD5 af429a7b3d198a97e772d356a0c51766
BLAKE2b-256 fdd91b7a968c5bd948352eab39663117c3ee8e0e1ed9c9059163b367672219e3

See more details on using hashes here.

Provenance

The following attestation bundles were made for ai_parrot_loaders-0.1.16-py3-none-any.whl:

Publisher: release.yml on phenobarbital/ai-parrot

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

Supported by

AWS Cloud computing and Security Sponsor Datadog Monitoring Depot Continuous Integration Fastly CDN Google Download Analytics Pingdom Monitoring Sentry Error logging StatusPage Status page