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langchain/docs/versioned_docs/version-0.2.x/integrations/providers/facebook.mdx
Jacob Lee aff771923a Jacob/new docs (#20570)
Use docusaurus versioning with a callout, merged master as well

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# Facebook - Meta
>[Meta Platforms, Inc.](https://www.facebook.com/), doing business as `Meta`, formerly
> named `Facebook, Inc.`, and `TheFacebook, Inc.`, is an American multinational technology
> conglomerate. The company owns and operates `Facebook`, `Instagram`, `Threads`,
> and `WhatsApp`, among other products and services.
## Embedding models
### LASER
>[LASER](https://github.com/facebookresearch/LASER) is a Python library developed by
> the `Meta AI Research` team and used for
> creating multilingual sentence embeddings for
> [over 147 languages as of 2/25/2024](https://github.com/facebookresearch/flores/blob/main/flores200/README.md#languages-in-flores-200)
```bash
pip install laser_encoders
```
See a [usage example](/docs/integrations/text_embedding/laser).
```python
from langchain_community.embeddings.laser import LaserEmbeddings
```
## Document loaders
### Facebook Messenger
>[Messenger](https://en.wikipedia.org/wiki/Messenger_(software)) is an instant messaging app and
> platform developed by `Meta Platforms`. Originally developed as `Facebook Chat` in 2008, the company revamped its
> messaging service in 2010.
See a [usage example](/docs/integrations/document_loaders/facebook_chat).
```python
from langchain_community.document_loaders import FacebookChatLoader
```
## Vector stores
### Facebook Faiss
>[Facebook AI Similarity Search (Faiss)](https://engineering.fb.com/2017/03/29/data-infrastructure/faiss-a-library-for-efficient-similarity-search/)
> is a library for efficient similarity search and clustering of dense vectors. It contains algorithms that
> search in sets of vectors of any size, up to ones that possibly do not fit in RAM. It also contains supporting
> code for evaluation and parameter tuning.
[Faiss documentation](https://faiss.ai/).
We need to install `faiss` python package.
```bash
pip install faiss-gpu # For CUDA 7.5+ supported GPU's.
```
OR
```bash
pip install faiss-cpu # For CPU Installation
```
See a [usage example](/docs/integrations/vectorstores/faiss).
```python
from langchain_community.vectorstores import FAISS
```
## Chat loaders
### Facebook Messenger
>[Messenger](https://en.wikipedia.org/wiki/Messenger_(software)) is an instant messaging app and
> platform developed by `Meta Platforms`. Originally developed as `Facebook Chat` in 2008, the company revamped its
> messaging service in 2010.
See a [usage example](/docs/integrations/chat_loaders/facebook).
```python
from langchain_community.chat_loaders.facebook_messenger import (
FolderFacebookMessengerChatLoader,
SingleFileFacebookMessengerChatLoader,
)
```
### Facebook WhatsApp
See a [usage example](/docs/integrations/chat_loaders/whatsapp).
```python
from langchain_community.chat_loaders.whatsapp import WhatsAppChatLoader
```