Commit Graph

3352 Commits

Author SHA1 Message Date
Mahdi Setayesh
c28efb878c
text-splitters[minor]: Adding a new section aware splitter to langchain (#16526)
- **Description:** the layout of html pages can be variant based on the
bootstrap framework or the styles of the pages. So we need to have a
splitter to transform the html tags to a proper layout and then split
the html content based on the provided list of tags to determine its
html sections. We are using BS4 library along with xslt structure to
split the html content using an section aware approach.
  - **Dependencies:** No new dependencies
  - **Twitter handle:** @m_setayesh

Please make sure your PR is passing linting and testing before
submitting. Run `make format`, `make lint` and `make test` from the root
of the package you've modified to check this locally.

See contribution guidelines for more information on how to write/run
tests, lint, etc: https://python.langchain.com/docs/contributing/

If you're adding a new integration, please include:
1. a test for the integration, preferably unit tests that do not rely on
network access,
2. an example notebook showing its use. It lives in
`docs/docs/integrations` directory.

If no one reviews your PR within a few days, please @-mention one of
@baskaryan, @eyurtsev, @hwchase17.
 -->

---------

Co-authored-by: Bagatur <baskaryan@gmail.com>
2024-04-01 20:32:26 +00:00
northern-64bit
dfbc10c943
docs: Fix link in Unstructured notebook (#19851)
**Description:** This PR fixes the link to the Unstructured
documentation in the docs.
2024-04-01 15:26:48 -04:00
Brace Sproul
7538c4de19
docs[patch]: Revert quarto update (#19880) 2024-04-01 12:11:27 -07:00
Anıl Berk Altuner
4384fa8e49
community[minor]: Add Dria retriever (#17098)
[Dria](https://dria.co/) is a hub of public RAG models for developers to
both contribute and utilize a shared embedding lake. This PR adds a
retriever that can retrieve documents from Dria.
2024-04-01 12:04:19 -07:00
Ethan Yang
48f84e253e
community[minor]: Add OpenVINO rerank model support (#19791)
@eaidova @AlexKoff88 Could you help to review, thanks

---------

Co-authored-by: Bagatur <baskaryan@gmail.com>
2024-04-01 18:27:23 +00:00
Chenhui Zhang
a1f3e9f537
community[minor]: Update ChatZhipuAI to support GLM-4 model (#16695)
Description: Update `ChatZhipuAI` to support the latest `glm-4` model.
Issue: N/A
Dependencies: httpx, httpx-sse, PyJWT

The previous `ChatZhipuAI` implementation requires the `zhipuai`
package, and cannot call the latest GLM model. This is because
- The old version `zhipuai==1.*` doesn't support the latest model.
- `zhipuai==2.*` requires `pydantic V2`, which is incompatible with
'langchain-community'.

This re-implementation invokes the GLM model by sending HTTP requests to
[open.bigmodel.cn](https://open.bigmodel.cn/dev/api) via the `httpx`
package, and uses the `httpx-sse` package to handle stream events.

---------

Co-authored-by: zR <2448370773@qq.com>
2024-04-01 18:11:21 +00:00
Jacob Lee
f06229bbf1
👥 Update LangChain people data (#19858)
👥 Update LangChain people data

Co-authored-by: github-actions <github-actions@github.com>
2024-04-01 09:57:31 -07:00
Ikko Eltociear Ashimine
8711a05a51
Update cross_encoder_reranker.ipynb (#19846)
HuggingFace -> Hugging Face
2024-04-01 10:49:54 -04:00
Vardhaman
039f314f20
docs: remove unnecessary args from the pip install (#19823)
**Description:** An additional `U` argument was added for the
instructions to install the pip packages for the MediaWiki Dump Document
loader which was leading to error in installing the package. Removing
the argument fixed the command to install.

**Issue:** #19820 
**Dependencies:** No dependency change requierd
**Twitter handle:** [@vardhaman722](https://twitter.com/vardhaman722)
2024-04-01 10:47:26 -04:00
Kenneth Choe
f98d7f7494
langchain[minor], community[minor]: add CrossEncoderReranker with HuggingFaceCrossEncoder and SagemakerEndpointCrossEncoder (#13687)
- **Description:** Support reranking based on cross encoder models
available from HuggingFace.
      - Added `CrossEncoder` schema
- Implemented `HuggingFaceCrossEncoder` and
`SagemakerEndpointCrossEncoder`
- Implemented `CrossEncoderReranker` that performs similar functionality
to `CohereRerank`
- Added `cross-encoder-reranker.ipynb` to demonstrate how to use it.
Please let me know if anything else needs to be done to make it visible
on the table-of-contents navigation bar on the left, or on the card list
on [retrievers documentation
page](https://python.langchain.com/docs/integrations/retrievers).
  - **Issue:** N/A
  - **Dependencies:** None other than the existing ones.

---------

Co-authored-by: Kenny Choe <kchoe@amazon.com>
Co-authored-by: Bagatur <baskaryan@gmail.com>
2024-03-31 20:51:31 +00:00
cxumol
3f7da03dd8
docs: fix a dead link (#19814)
**Description**

Google Colab returned 404 when trying to click an "Open In Colab" button
from document. This PR corrected the link.
2024-03-31 10:28:51 -04:00
aditya thomas
b8271bbc4a
docs: (minor) updates to voyage ai documentation (#19819)
**Description:** Updates to Voyage AI documentation
**Issue:** Not Applicable
**Dependencies:** None
2024-03-31 10:27:19 -04:00
aditya thomas
765d6762bc
docs[minor]: include tab info for togetherai (#19796)
**Description:** Included information for the TogetherAI tab
**Issue:** The tab for TogetherAI information was not correct
**Dependencies:** None
2024-03-30 09:23:45 -04:00
anshaneel
0884e5de7f
community[minor]: Add Alpha Vantage API Tool (#14332)
### Description
This implementation adds functionality from the AlphaVantage API,
renowned for its comprehensive financial data. The class encapsulates
various methods, each dedicated to fetching specific types of financial
information from the API.

### Implemented Functions

- **`search_symbols`**: 
- Searches the AlphaVantage API for financial symbols using the provided
keywords.

- **`_get_market_news_sentiment`**: 
- Retrieves market news sentiment for a specified stock symbol from the
AlphaVantage API.

- **`_get_time_series_daily`**: 
- Fetches daily time series data for a specific symbol from the
AlphaVantage API.

- **`_get_quote_endpoint`**: 
- Obtains the latest price and volume information for a given symbol
from the AlphaVantage API.

- **`_get_time_series_weekly`**: 
- Gathers weekly time series data for a particular symbol from the
AlphaVantage API.

- **`_get_top_gainers_losers`**: 
- Provides details on top gainers, losers, and most actively traded
tickers in the US market from the AlphaVantage API.

  ### Issue: 
  - #11994 
  
### Dependencies: 
  - 'requests' library for HTTP requests. (import requests)
  - 'pytest' library for testing. (import pytest)

---------

Co-authored-by: Adam Badar <94140103+adam-badar@users.noreply.github.com>
Co-authored-by: Harrison Chase <hw.chase.17@gmail.com>
Co-authored-by: Bagatur <baskaryan@gmail.com>
2024-03-30 00:44:01 +00:00
Snehil Kumar
b36f4147b0
docs: Google Drive Loader always set the env var (#14791)
- **Description:** Code written by following, the official documentation
of [Google Drive
Loader](https://python.langchain.com/docs/integrations/document_loaders/google_drive),
gives errors. I have opened an issue regarding this. See #14725. This is
a pull request for modifying the documentation to use an approach that
makes the code work. Basically, the change is that we need to always set
the GOOGLE_APPLICATION_CREDENTIALS env var to an emtpy string, rather
than only in case of RefreshError. Also, rewrote 2 paragraphs to make
the instructions more clear.
- **Issue:** See this related [issue #
14725](https://github.com/langchain-ai/langchain/issues/14725)
  - **Dependencies:** NA
  - **Tag maintainer:** @baskaryan
  - **Twitter handle:** NA

Co-authored-by: Snehil <snehil@example.com>
Co-authored-by: Bagatur <22008038+baskaryan@users.noreply.github.com>
2024-03-29 23:19:37 +00:00
M.Abdulrahman Alnaseer
ba54f1577f
community[minor]: add support for llmsherpa (#19741)
Thank you for contributing to LangChain!

- [x] **PR title**: "community: added support for llmsherpa library"

- [x] **Add tests and docs**: 
1. Integration test:
'docs/docs/integrations/document_loaders/test_llmsherpa.py'.
2. an example notebook:
`docs/docs/integrations/document_loaders/llmsherpa.ipynb`.


- [x] **Lint and test**: Run `make format`, `make lint` and `make test`
from the root of the package(s) you've modified. See contribution
guidelines for more: https://python.langchain.com/docs/contributing/

Additional guidelines:
- Make sure optional dependencies are imported within a function.
- Please do not add dependencies to pyproject.toml files (even optional
ones) unless they are required for unit tests.
- Most PRs should not touch more than one package.
- Changes should be backwards compatible.
- If you are adding something to community, do not re-import it in
langchain.

If no one reviews your PR within a few days, please @-mention one of
baskaryan, efriis, eyurtsev, hwchase17.

---------

Co-authored-by: Bagatur <22008038+baskaryan@users.noreply.github.com>
Co-authored-by: Bagatur <baskaryan@gmail.com>
2024-03-29 16:04:57 -07:00
Naveenkhasyap
a99bd098ac
docs: fix for #16702 and #16703 (#16705)
- **Description:** Quickstart Documentation updates for missing
dependency installation steps.
- **Issue:** the issue # it prompts users to install required
dependency.
  - **Dependencies:** no,
  - **Twitter handle:** @naveenkashyap_

---------

Co-authored-by: Bagatur <22008038+baskaryan@users.noreply.github.com>
Co-authored-by: Bagatur <baskaryan@gmail.com>
2024-03-29 15:57:51 -07:00
Brace Sproul
6d93a03bef
docs[patch]: Fix or remove broken mdx links (#19777)
this pr also drops the community added action for checking broken links
in mdx. It does not work well for our use case, throwing errors for
local paths, plus the rest of the errors our in house solution had.
2024-03-29 15:25:08 -07:00
Brace Sproul
ce0a588ae6
docs[minor]: Add chat model tabs to docs pages (#19589) 2024-03-29 14:23:55 -07:00
Nisarg Trivedi
1252ccce6f
text-splitters[minor]: Added Haskell support in langchain.text_splitter module (#16191)
- **Description:** Haskell language support added in text_splitter
module
  - **Dependencies:** No
  - **Twitter handle:** @nisargtr

If no one reviews your PR within a few days, please @-mention one of
@baskaryan, @eyurtsev, @hwchase17.

---------

Co-authored-by: Bagatur <baskaryan@gmail.com>
2024-03-29 20:17:50 +00:00
Hrvoje Milković
b7344e3347
community[minor]: Infobip tool integration (#16805)
**Description:** Adding Tool that wraps Infobip API for sending sms or
emails and email validation.
**Dependencies:** None,
**Twitter handle:** @hmilkovic

Implementation:
```
libs/community/langchain_community/utilities/infobip.py
```

Integration tests:
```
libs/community/tests/integration_tests/utilities/test_infobip.py
```

Example notebook:
```
docs/docs/integrations/tools/infobip.ipynb
```

---------

Co-authored-by: Bagatur <baskaryan@gmail.com>
2024-03-29 19:01:27 +00:00
Jan Chorowski
b8b42ccbc5
community[minor]: Pathway vectorstore(#14859)
- **Description:** Integration with pathway.com data processing pipeline
acting as an always updated vectorstore
  - **Issue:** not applicable
- **Dependencies:** optional dependency on
[`pathway`](https://pypi.org/project/pathway/)
  - **Twitter handle:** pathway_com

The PR provides and integration with `pathway` to provide an easy to use
always updated vector store:

```python
import pathway as pw
from langchain.embeddings.openai import OpenAIEmbeddings
from langchain.text_splitter import CharacterTextSplitter
from langchain.vectorstores import PathwayVectorClient, PathwayVectorServer

data_sources = []
data_sources.append(
    pw.io.gdrive.read(object_id="17H4YpBOAKQzEJ93xmC2z170l0bP2npMy", service_user_credentials_file="credentials.json", with_metadata=True))

text_splitter = CharacterTextSplitter(chunk_size=1000, chunk_overlap=0)
embeddings_model = OpenAIEmbeddings(openai_api_key=os.environ["OPENAI_API_KEY"])
vector_server = PathwayVectorServer(
    *data_sources,
    embedder=embeddings_model,
    splitter=text_splitter,
)
vector_server.run_server(host="127.0.0.1", port="8765", threaded=True, with_cache=False)
client = PathwayVectorClient(
    host="127.0.0.1",
    port="8765",
)
query = "What is Pathway?"
docs = client.similarity_search(query)
```

The `PathwayVectorServer` builds a data processing pipeline which
continusly scans documents in a given source connector (google drive,
s3, ...) and builds a vector store. The `PathwayVectorClient` implements
LangChain's `VectorStore` interface and connects to the server to
retrieve documents.

---------

Co-authored-by: Mateusz Lewandowski <lewymati@users.noreply.github.com>
Co-authored-by: mlewandowski <mlewandowski@MacBook-Pro-mlewandowski.local>
Co-authored-by: Berke <berkecanrizai1@gmail.com>
Co-authored-by: Adrian Kosowski <adrian@pathway.com>
Co-authored-by: mlewandowski <mlewandowski@macbook-pro-mlewandowski.home>
Co-authored-by: berkecanrizai <63911408+berkecanrizai@users.noreply.github.com>
Co-authored-by: Erick Friis <erick@langchain.dev>
Co-authored-by: Harrison Chase <hw.chase.17@gmail.com>
Co-authored-by: Bagatur <baskaryan@gmail.com>
Co-authored-by: mlewandowski <mlewandowski@MBPmlewandowski.ht.home>
Co-authored-by: Szymon Dudycz <szymond@pathway.com>
Co-authored-by: Szymon Dudycz <szymon.dudycz@gmail.com>
Co-authored-by: Bagatur <22008038+baskaryan@users.noreply.github.com>
2024-03-29 10:50:39 -07:00
ccurme
0dbd5f5012
add script to check imports (#19611) 2024-03-29 13:30:20 -04:00
高璟琦
ec7a59c96c
community[minor]: Add solar embedding (#19761)
Solar is a large language model developed by
[Upstage](https://upstage.ai/). It's a powerful and purpose-trained LLM.
You can visit the embedding service provided by Solar within this pr.

You may get **SOLAR_API_KEY** from
https://console.upstage.ai/services/embedding
You can refer to more details about accepted llm integration at
https://python.langchain.com/docs/integrations/llms/solar.
2024-03-29 09:36:05 -07:00
Leonid Ganeline
5f814820f6
docs: providers pinecone fix (#19737)
Current providers page use link to the old package.
- Fixed installation instructions
- Added a reference to the Pinecone retriever
2024-03-29 08:30:30 -04:00
Bob Lin
53a74ad12b
docs: use markdown cell instead of code block (#19740)
I found that the code of async and async batch was divided into two
blocks:

<img width="823" alt="Screenshot 2024-03-29 at 7 45 59 AM"
src="https://github.com/langchain-ai/langchain/assets/10000925/0fa59d29-a692-4309-afb8-2260f03242ec">


so I changed it to unified.
2024-03-29 08:27:48 -04:00
Ekaterina Aidova
4ce36af335
docs: fix link in openvino integration doc (#19749)
- **Description:** fix incorrect link in docs
 - **Dependencies:** None
2024-03-29 12:24:07 +00:00
Jialei
f7c903e24a
community[minor]: add support for Moonshot llm and chat model (#17100) 2024-03-29 08:54:23 +00:00
Gustavo Isturiz
824dccf5e2
docs: fixed xml URL on sitemap docs exmaple, issue #17236 (#17304) 2024-03-29 01:36:54 -07:00
Ethan Yang
7164015135
community[minor]: Add Openvino embedding support (#19632)
This PR is used to support both HF and BGE embeddings with openvino

---------

Co-authored-by: Alexander Kozlov <alexander.kozlov@intel.com>
2024-03-29 01:34:51 -07:00
kYLe
124ab79c23
community[minor]: Add Anyscale embedding support (#17605)
**Description:** Add embedding model support for Anyscale Endpoint
**Dependencies:** openai

---------

Co-authored-by: Bagatur <baskaryan@gmail.com>
2024-03-29 00:53:53 +00:00
Jiaming
3d3cc71287
community[patch]: fix bugs for bilibili Loader (#18036)
- **Description:** 
1. Fix the BiliBiliLoader that can receive cookie parameters, it
requires 3 other parameters to run. The change is backward compatible.
  2. Add test;      
  3. Add example in docs

- **Issue:** [#14213]

Co-authored-by: Bagatur <22008038+baskaryan@users.noreply.github.com>
2024-03-28 16:39:38 -07:00
Ethan Knights
1ef3fa0411
docs: improve readability of Langchain Expression Language get_started.ipynb (#18157)
**Description:** A few grammatical changes to improve readability of the
LCEL .ipynb and tidy some null characters.
**Issue:** N/A

Co-authored-by: Bagatur <22008038+baskaryan@users.noreply.github.com>
2024-03-28 23:38:30 +00:00
Sachin Paryani
25c9f3d1d1
community[patch]: Support Streaming in Azure Machine Learning (#18246)
- [x] **PR title**: "community: Support streaming in Azure ML and few
naming changes"

- [x] **PR message**:
- **Description:** Added support for streaming for azureml_endpoint.
Also, renamed and AzureMLEndpointApiType.realtime to
AzureMLEndpointApiType.dedicated. Also, added new classes
CustomOpenAIChatContentFormatter and CustomOpenAIContentFormatter and
updated the classes LlamaChatContentFormatter and LlamaContentFormatter
to now show a deprecated warning message when instantiated.

---------

Co-authored-by: Sachin Paryani <saparan@microsoft.com>
Co-authored-by: Bagatur <baskaryan@gmail.com>
2024-03-28 23:38:20 +00:00
Isaac Francisco
f5e84c8858
docs: fixing markdown for tips (#18199)
Previous markdown code was not working as intended, new code should add
green box around the tip so it is highlighted

Co-authored-by: Hershenson, Isaac (Extern) <isaac.hershenson.extern@bayer04.de>
Co-authored-by: Bagatur <baskaryan@gmail.com>
2024-03-28 23:37:37 +00:00
Hayden Wolff
85deee521a
docs: Nvidia Riva Runnables Documentation (#18237)
- **Description:** Documents how to use the Riva runnables to add
streamed automatic-speech-recognition (ASR) and text-to-speech (TTS) to
chains.
  - **Issue:** None
  - **Dependencies:** None
  - **Twitter handle:** @HaydenWolff1

---------

Co-authored-by: Hayden Wolff <hwolff@Haydens-Laptop.local>
Co-authored-by: Hayden Wolff <hwolff@MacBook-Pro.local>
Co-authored-by: Bagatur <baskaryan@gmail.com>
2024-03-28 23:35:00 +00:00
Bob Lin
aba4bd0d13
docs: Add async batch case (#19686) 2024-03-28 14:00:46 -07:00
Alessandro Rossi
665f15bd48
docs: fix typos and make quickstart more readable (#19712)
Description: minor docs changes to make it more readable.
Issue: N/A
Dependencies: N/A
Twitter handle: _kubealex
2024-03-28 20:10:32 +00:00
高璟琦
75173d31db
community[minor]: Add solar model chat model (#18556)
Add our solar chat models, available model choices:
* solar-1-mini-chat
* solar-1-mini-translate-enko
* solar-1-mini-translate-koen

More documents and pricing can be found at
https://console.upstage.ai/services/solar.

The references to our solar model can be found at
* https://arxiv.org/abs/2402.17032

---------

Co-authored-by: Bagatur <22008038+baskaryan@users.noreply.github.com>
Co-authored-by: Bagatur <baskaryan@gmail.com>
2024-03-28 12:31:11 -07:00
ccurme
b35e68c41f
docs: update use_cases/question_answering/chat_history (#19349)
Update following https://github.com/langchain-ai/langchain/issues/19344
2024-03-28 12:51:01 -04:00
Christian Galo
1adaa3c662
community[minor]: Update Azure Cognitive Services to Azure AI Services (#19488)
This is a follow up to #18371. These are the changes:
- New **Azure AI Services** toolkit and tools to replace those of
**Azure Cognitive Services**.
- Updated documentation for Microsoft platform.
- The image analysis tool has been rewritten to use the new package
`azure-ai-vision-imageanalysis`, doing a proper replacement of
`azure-ai-vision`.

These changes:
- Update outdated naming from "Azure Cognitive Services" to "Azure AI
Services".
- Update documentation to use non-deprecated methods to create and use
agents.
- Removes need to depend on yanked python package (`azure-ai-vision`)

There is one new dependency that is needed as a replacement to
`azure-ai-vision`:
- `azure-ai-vision-imageanalysis`. This is optional and declared within
a function.

There is a new `azure_ai_services.ipynb` notebook showing usage; Changes
have been linted and formatted.

I am leaving the actions of adding deprecation notices and future
removal of Azure Cognitive Services up to the LangChain team, as I am
not sure what the current practice around this is.

---

If this PR makes it, my handle is  @galo@mastodon.social

---------

Co-authored-by: Bagatur <22008038+baskaryan@users.noreply.github.com>
Co-authored-by: Bagatur <baskaryan@gmail.com>
Co-authored-by: ccurme <chester.curme@gmail.com>
2024-03-28 03:19:02 +00:00
Shengsheng Huang
ac1dd8ad94
community[minor]: migrate bigdl-llm to ipex-llm (#19518)
- **Description**: `bigdl-llm` library has been renamed to
[`ipex-llm`](https://github.com/intel-analytics/ipex-llm). This PR
migrates the `bigdl-llm` integration to `ipex-llm` .
- **Issue**: N/A. The original PR of `bigdl-llm` is
https://github.com/langchain-ai/langchain/pull/17953
- **Dependencies**: `ipex-llm` library
- **Contribution maintainer**: @shane-huang

Updated doc:   docs/docs/integrations/llms/ipex_llm.ipynb
Updated test:
libs/community/tests/integration_tests/llms/test_ipex_llm.py
2024-03-27 20:12:59 -07:00
Chaunte W. Lacewell
a31f692f4e
community[minor]: Add VDMS vectorstore (#19551)
- **Description:** Add support for Intel Lab's [Visual Data Management
System (VDMS)](https://github.com/IntelLabs/vdms) as a vector store
- **Dependencies:** `vdms` library which requires protobuf = "4.24.2".
There is a conflict with dashvector in `langchain` package but conflict
is resolved in `community`.
- **Contribution maintainer:** [@cwlacewe](https://github.com/cwlacewe)
- **Added tests:**
libs/community/tests/integration_tests/vectorstores/test_vdms.py
- **Added docs:** docs/docs/integrations/vectorstores/vdms.ipynb
- **Added cookbook:** cookbook/multi_modal_RAG_vdms.ipynb

---------

Co-authored-by: Eugene Yurtsev <eugene@langchain.dev>
Co-authored-by: Bagatur <22008038+baskaryan@users.noreply.github.com>
Co-authored-by: Bagatur <baskaryan@gmail.com>
2024-03-28 03:12:11 +00:00
yongheng.liu
7e29b6061f
community[minor]: integrate China Mobile Ecloud vector search (#15298)
- **Description:** integrate China Mobile Ecloud vector search, 
  - **Dependencies:** elasticsearch==7.10.1

Co-authored-by: liuyongheng <liuyongheng@cmss.chinamobile.com>
Co-authored-by: Bagatur <baskaryan@gmail.com>
2024-03-27 23:02:40 +00:00
CaroFG
cf96060ab7
community[patch]: update for compatibility with latest Meilisearch version (#18970)
- **Description:** Updates Meilisearch vectorstore for compatibility
with v1.6 and above. Adds embedders settings and embedder_name which are
now required.

---------

Co-authored-by: Bagatur <baskaryan@gmail.com>
2024-03-27 22:08:27 +00:00
Bagatur
b901649032
docs: move extraction up (#19667) 2024-03-27 14:55:16 -07:00
Kangmoon Seo
d0accc3275
docs: fix error output in XMLOutputParser documentation (#19569)
- **Description:** I've made a fix to a ParseError call in the
XMLOutputParser documentation.
- **Issue:** None
- **Dependencies:** None

Co-authored-by: Eugene Yurtsev <eyurtsev@gmail.com>
2024-03-27 18:29:00 +00:00
Bagatur
5fc6531c74
docs: use first_tool_only instead of return_single (#19666) 2024-03-27 18:19:39 +00:00
ccurme
4e9b358ed8
docs: Fix broken imports in documentation (#19655)
Found via script in https://github.com/langchain-ai/langchain/pull/19611
2024-03-27 13:54:05 -04:00
yuwenzho
3a7d2cf443
community[minor]: Add ITREX optimized Embeddings (#18474)
Introduction
[Intel® Extension for
Transformers](https://github.com/intel/intel-extension-for-transformers)
is an innovative toolkit designed to accelerate GenAI/LLM everywhere
with the optimal performance of Transformer-based models on various
Intel platforms

Description

adding ITREX runtime embeddings using intel-extension-for-transformers.
added mdx documentation and example notebooks
added embedding import testing.

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Signed-off-by: yuwenzho <yuwen.zhou@intel.com>
Co-authored-by: Bagatur <baskaryan@gmail.com>
2024-03-27 07:22:06 +00:00