docs: providers update 8 (#19053)

Added missed providers. Added missed integrations. Fixed format.

docs/docs/integrations/platforms/microsoft.mdx

@@ -3,6 +3,15 @@
 All functionality related to `Microsoft Azure` and other `Microsoft` products.
 
 ## LLMs
+
+### Azure ML
+
+See a [usage example](/docs/integrations/llms/azure_ml).
+
+```python
+from langchain_community.llms.azureml_endpoint import AzureMLOnlineEndpoint
+```
+
 ### Azure OpenAI
 
 See a [usage example](/docs/integrations/llms/azure_openai).

docs/docs/integrations/providers/arcee.mdx

@@ -0,0 +1,30 @@
+# Arcee
+
+>[Arcee](https://www.arcee.ai/about/about-us) enables the development and advancement 
+> of what we coin as SLMs—small, specialized, secure, and scalable language models. 
+> By offering a SLM Adaptation System and a seamless, secure integration, 
+> `Arcee` empowers enterprises to harness the full potential of 
+> domain-adapted language models, driving the transformative 
+> innovation in operations.
+
+
+## Installation and Setup
+
+Get your `Arcee API` key.
+
+
+## LLMs
+
+See a [usage example](/docs/integrations/llms/arcee).
+
+```python
+from langchain_community.llms import Arcee
+```
+
+## Retrievers
+
+See a [usage example](/docs/integrations/retrievers/arcee).
+
+```python
+from langchain_community.retrievers import ArceeRetriever
+```

docs/docs/integrations/providers/baidu.mdx

@@ -0,0 +1,50 @@
+# Baidu
+
+>[Baidu Cloud](https://cloud.baidu.com/) is a cloud service provided by `Baidu, Inc.`, 
+> headquartered in Beijing. It offers a cloud storage service, client software, 
+> file management, resource sharing, and Third Party Integration.
+
+
+## Installation and Setup
+
+Register and get the `Qianfan` `AK` and `SK` keys [here](https://cloud.baidu.com/product/wenxinworkshop).
+
+## LLMs
+
+### Baidu Qianfan
+
+See a [usage example](/docs/integrations/llms/baidu_qianfan_endpoint).
+
+```python
+from langchain_community.llms import QianfanLLMEndpoint
+```
+
+## Chat models
+
+### Qianfan Chat Endpoint
+
+See a [usage example](/docs/integrations/chat/baidu_qianfan_endpoint).
+
+```python
+from langchain_community.chat_models import QianfanChatEndpoint
+```
+
+## Embedding models
+
+### Baidu Qianfan
+
+See a [usage example](/docs/integrations/text_embedding/baidu_qianfan_endpoint).
+
+```python
+from langchain_community.embeddings import QianfanEmbeddingsEndpoint
+```
+
+## Vector stores
+
+### Baidu Cloud ElasticSearch VectorSearch
+
+See a [usage example](/docs/integrations/vectorstores/baiducloud_vector_search).
+
+```python
+from langchain_community.vectorstores import BESVectorStore
+```

docs/docs/integrations/providers/ctranslate2.mdx

@@ -0,0 +1,30 @@
+# CTranslate2
+
+>[CTranslate2](https://opennmt.net/CTranslate2/quickstart.html) is a C++ and Python library 
+> for efficient inference with Transformer models.
+>
+>The project implements a custom runtime that applies many performance optimization
+> techniques such as weights quantization, layers fusion, batch reordering, etc., 
+> to accelerate and reduce the memory usage of Transformer models on CPU and GPU.
+>
+>A full list of features and supported models is included in the 
+> [project’s repository](https://opennmt.net/CTranslate2/guides/transformers.html). 
+> To start, please check out the official [quickstart guide](https://opennmt.net/CTranslate2/quickstart.html).
+
+
+## Installation and Setup
+
+Install the Python package:
+
+```bash
+pip install ctranslate2
+```
+
+
+## LLMs
+
+See a [usage example](/docs/integrations/llms/ctranslate2).
+
+```python
+from langchain_community.llms import CTranslate2
+```

docs/docs/integrations/providers/deepsparse.mdx

@@ -8,9 +8,8 @@ It is broken into two parts: installation and setup, and then examples of DeepSp
 - Install the Python package with `pip install deepsparse`
 - Choose a [SparseZoo model](https://sparsezoo.neuralmagic.com/?useCase=text_generation) or export a support model to ONNX [using Optimum](https://github.com/neuralmagic/notebooks/blob/main/notebooks/opt-text-generation-deepsparse-quickstart/OPT_Text_Generation_DeepSparse_Quickstart.ipynb)
 
-## Wrappers
 
-### LLM
+## LLMs
 
 There exists a DeepSparse LLM wrapper, which you can access with:
 

docs/docs/integrations/providers/edenai.mdx

@@ -0,0 +1,62 @@
+# Eden AI
+
+>[Eden AI](https://docs.edenai.co/docs/getting-started-with-eden-ai) user interface (UI) 
+> is designed for handling the AI projects. With `Eden AI Portal`, 
+> you can perform no-code AI using the best engines for the market.
+
+
+## Installation and Setup
+
+Accessing the Eden AI API requires an API key, which you can get by 
+[creating an account](https://app.edenai.run/user/register) and 
+heading [here](https://app.edenai.run/admin/account/settings). 
+
+## LLMs
+
+See a [usage example](/docs/integrations/llms/edenai).
+
+```python
+from langchain_community.llms import EdenAI
+
+```
+
+## Chat models
+
+See a [usage example](/docs/integrations/chat/edenai).
+
+```python
+from langchain_community.chat_models.edenai import ChatEdenAI
+```
+
+## Embedding models
+
+See a [usage example](/docs/integrations/text_embedding/edenai).
+
+```python
+from langchain_community.embeddings.edenai import EdenAiEmbeddings
+```
+
+## Tools
+
+Eden AI provides a list of tools that grants your Agent the ability to do multiple tasks, such as:
+* speech to text
+* text to speech
+* text explicit content detection
+* image explicit content detection
+* object detection
+* OCR invoice parsing
+* OCR ID parsing
+
+See a [usage example](/docs/integrations/tools/edenai_tools).
+
+```python
+from langchain_community.tools.edenai import (
+    EdenAiExplicitImageTool,
+    EdenAiObjectDetectionTool,
+    EdenAiParsingIDTool,
+    EdenAiParsingInvoiceTool,
+    EdenAiSpeechToTextTool,
+    EdenAiTextModerationTool,
+    EdenAiTextToSpeechTool,
+)
+```

docs/docs/integrations/providers/elevenlabs.mdx

@@ -0,0 +1,27 @@
+# ElevenLabs
+
+>[ElevenLabs](https://elevenlabs.io/about) is a voice AI research & deployment company 
+> with a mission to make content universally accessible in any language & voice.
+>
+>`ElevenLabs` creates the most realistic, versatile and contextually-aware 
+> AI audio, providing the ability to generate speech in hundreds of 
+> new and existing voices in 29 languages.
+
+## Installation and Setup
+
+First, you need to set up an ElevenLabs account. You can follow the 
+[instructions here](https://docs.elevenlabs.io/welcome/introduction).
+
+Install the Python package:
+
+```bash
+pip install elevenlabs
+```
+
+## Tools
+
+See a [usage example](/docs/integrations/tools/eleven_labs_tts).
+
+```python
+from langchain_community.tools import ElevenLabsText2SpeechTool
+```

docs/docs/integrations/providers/pygmalionai.mdx

@@ -0,0 +1,21 @@
+# PygmalionAI
+
+>[PygmalionAI](https://pygmalion.chat/) is a company supporting the 
+> open-source models by serving the inference endpoint 
+> for the [Aphrodite Engine](https://github.com/PygmalionAI/aphrodite-engine).
+
+
+## Installation and Setup
+
+
+```bash
+pip install aphrodite-engine
+```
+
+## LLMs
+
+See a [usage example](/docs/integrations/llms/aphrodite).
+
+```python
+from langchain_community.llms import Aphrodite
+```