add support for ingesting content from websites, audio files, YouTube, etc.

[evanjcosgrove]

This update include adding support for multiple input formats, improving documentation, and updating dependencies.

Major Enhancements:

Support for Multiple Input Formats:

1. Ingestion Module: Added an ingestion module (ingestion.py) that supports PDF, website, YouTube, and audio file formats. This module includes classes like PDFIngestor, WebsiteIngestor, YouTubeIngestor, and AudioIngestor to handle different types of input sources.
2. Usage Examples: Updated README.md with detailed usage examples for ingesting content from various sources, including code snippets for each input type.

Documentation Improvements:

1. Quickstart Guide: Enhanced the quickstart guide in recipes/quickstart/NotebookLlama/README.md with step-by-step instructions, updated terminology, and added links to relevant resources.

Dependency Updates:

1. Requirements: Updated requirements.txt to include new dependencies like langchain, openai-whisper, and youtube-dl, and updated versions for existing dependencies.

Detailed Changes:

Ingestion Module:

• ingestion.py: Added support for multiple input formats with classes for PDF, website, YouTube, and audio ingestion.

Documentation:

• README.md: Added sections for supported input formats and usage examples.
• recipes/quickstart/NotebookLlama/README.md: Improved the quickstart guide with detailed steps and updated terminology.

Dependencies:

• requirements.txt: Updated and added new dependencies to support the new ingestion functionalities.

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[init27]

@evanjcosgrove Thank you very much for the PR-this is awesome stuff!

Can you please sign the CLA so that I may review it?

[evanjcosgrove]

@init27 thank you for the reminder, I've signed the CLA and look forward to hearing your feedback!