Commit Graph

2551 Commits (67662564f3457e43a3615df140633c00c655942a)

Author SHA1 Message Date
Ikko Eltociear Ashimine bb137fd6e7
Fix typo in jsonformer_experimental.ipynb (#12099)
HuggingFace -> Hugging Face

\
10 months ago
Eugene Yurtsev ace2234391
Update security.md (#11942)
Update security.md
10 months ago
Vikram Shitole 0d44746430
10634: Added the capability to inject boto3 client in SagemakerEndpointEmbeddings (#12146)
**Description: Allow to inject boto3 client for Cross account access
type of scenarios in using SagemakerEndpointEmbeddings and also updated
the documentation for same in the sample notebook**

**Issue:SagemakerEndpointEmbeddings cross account capability #10634
#10184**

Dependencies: None
Tag maintainer:
Twitter handle:lethargicoder

Co-authored-by: Vikram(VS) <vssht@amazon.com>
10 months ago
Sanyam Jain 3df0f03928
Improved readability of Docs (#12136)
Replace this entire comment with:
  - **Description:** a description of the change, 
 improved grammar and readability of DOCS
 
@hwchase17
10 months ago
omahs f3cc9bba5b
Fix typos (#12128)
Fix typos
10 months ago
Nuno Campos 2719e49718
Add how-to guide on runnable generators (#12135)
<!-- Thank you for contributing to LangChain!

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  - **Description:** a description of the change, 
  - **Issue:** the issue # it fixes (if applicable),
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If no one reviews your PR within a few days, please @-mention one of
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10 months ago
Rotem Weiss c4f8fefe74
Update Tavily API key link (#12109)
fix broken link to generate tavily api key
10 months ago
Rotem Weiss 78d186fb44
Add Tavily Search API as a Tool (#12103)
Adding Tavily Search API as a tool. I will be the maintainer and
assaf_elovic is the twitter handler.

---------

Co-authored-by: Bagatur <baskaryan@gmail.com>
10 months ago
Abhay Kaushik 39f65fb1c9
Fix typos in whatsapp.ipynb and telegram.ipynb (#12075)
- **Description:** 
    - Replace Telegram with Whatsapp in whatsapp.ipynb
    - Add # to mark the telegram as heading in telegram.ipynb
 
  - **Issue:** None
  - **Dependencies:** None
10 months ago
Mohammad Mohtashim d5400f6502
Google Scholar Search Tool using serpapi (#11513)
- **Description:** Implementing the Google Scholar Tool as requested in
PR #11505. The tool will be using the [serpapi python
package](https://serpapi.com/integrations/python#search-google-scholar).
The main idea of the tool will be to return the results from a Google
Scholar search given a query as an input to the tool.

- **Tag maintainer:** @baskaryan, @eyurtsev, @hwchase17
10 months ago
Ofer Mendelevitch e542bf1b6b
Minor update to doc/text in IPYNB example (#12089)
- **Description:** changed sign-up link in IPYNB example
  - **Tag maintainer:** @baskaryan
  - **Twitter handle:** @ofermend
10 months ago
Shreyas S 2e8637da2f
Minor typo fix (#11804)
remove redundant a
langchain > LangChain
10 months ago
Shinya Maeda 89bc73c6c3
Fix superfluous Auto-fixing parser documents (#12062)
Replace this entire comment with:
- **Description:** Fix superfluous [Auto-fixing
parser](https://python.langchain.com/docs/modules/model_io/output_parsers/output_fixing_parser)
docs. Also switching to `langchain.pydantic_v1` from the direct
reference to `pydantic`,
  - **Issue:** N/A,
  - **Dependencies:** N/A,
- **Tag maintainer:** for a quicker response, tag the relevant
maintainer (see below),
  - **Twitter handle:** @dosuken123 

Please make sure your PR is passing linting and testing before
submitting. Run `make format`, `make lint` and `make test` to check this
locally.

See contribution guidelines for more information on how to write/run
tests, lint, etc:

https://github.com/langchain-ai/langchain/blob/master/.github/CONTRIBUTING.md

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/extras`
directory.

If no one reviews your PR within a few days, please @-mention one of
@baskaryan, @eyurtsev, @hwchase17.
10 months ago
Jacob Lee 34ec2da701
Fix typo in google vertex ai palm notebook documentation (#12056) 10 months ago
Bagatur 56c279015e
clear nb img output (#12055) 10 months ago
Bagatur 54a8d70eb5
Bagatur/mv singlestore doc (#12053) 10 months ago
Leonid Ganeline 52b103dd13
update `interface` notebook (#12042)
Added a use case with parallelise on batches. Simplified text.
10 months ago
Bagatur 8cabb4ee8e
add cookbook table (#12043) 10 months ago
Eugene Yurtsev 44d7763580
Add zapier deprecation warning (#12045)
Add zapier deprecation
10 months ago
John Mai 4188f046ec
Add Tencent Hunyuan chat model (#12022)
### Description:
The Tencent Hunyuan model, developed by Tencent, is a large language
model by robust Chinese text generation capabilities, adeptness in
logical reasoning within complex contexts, and reliable task execution
proficiency.For more information, see
[https://cloud.tencent.com/document/product/1729](https://cloud.tencent.com/document/product/1729)
10 months ago
Palau 720ecacb1c
Add notebook for kay.ai press release data (#11575)
- **Description:** Adding a notebook for Press Release data from Kay.ai,
as discussed offline
  - **Tag maintainer:** @baskaryan @hwchase17 
- **Twitter handle:** https://twitter.com/kaydotai
https://twitter.com/vishalrohra_

---------

Co-authored-by: Bagatur <baskaryan@gmail.com>
10 months ago
volodymyr-memsql 4adabd33ac
Add example of retriever usage with SingleStoreDB vector store (#12021)
Added a notebook with examples of the creation of a retriever from the
SingleStoreDB vector store, and further usage.

Co-authored-by: Volodymyr Tkachuk <vtkachuk-ua@singlestore.com>
10 months ago
Joe McElroy c9f1768cb9
Elasticsearch Query Retriever: Use match + fuzziness for LIKE (#12023)
Updated the elasticsearch self query retriever to use the match clause
for LIKE operator instead of the non-analyzed fuzzy search clause.

Other small updates include:
- fixing the stack inference integration test where the index's default
pipeline didn't use the inference pipeline created
- adding a user-agent to the old implementation to track usage
- improved the documentation for ElasticsearchStore filters
10 months ago
maks-operlejn-ds 84d250f781
Docs: QA Privacy Nit (#12025)
Resize image in docs for QA Privacy
10 months ago
hiigao f818ec49b8
Encapsulate alicloud pai-eas access method for chatmodels and llms (#11852)
### Description: 
To provide an eas llm service access methods in this pull request by
impletementing `PaiEasEndpoint` and `PaiEasChatEndpoint` classes in
`langchain.llms` and `langchain.chat_models` modules. Base on this pr,
langchain users can build up a chain to call remote eas llm service and
get the llm inference results.

### About EAS Service
EAS is a Alicloud product on Alibaba Cloud Machine Learning Platform for
AI which is short for AliCloud PAI. EAS provides model inference
deployment services for the users. We build up a llm inference services
on EAS with a general llm docker images. Therefore, end users can
quickly setup their llm remote instances to load majority of the
hugginface llm models, and serve as a backend for most of the llm apps.

### Dependencies
This pr does't involve any new dependencies.

---------

Co-authored-by: 子洪 <gaoyihong.gyh@alibaba-inc.com>
10 months ago
Shinya Maeda 1da6d92369
fix: superfluous List Parser doc (#12014) 10 months ago
Holt Skinner 2661dc94f3
feat: Google Vertex AI Search Retriever - Add support for Website Data Stores (#11736)
- Only works for Data stores with Advanced Website Indexing
-
https://cloud.google.com/generative-ai-app-builder/docs/about-advanced-features
- Minor restructuring - Follow up to #10513
- Remove outdated docs (readded in
https://github.com/langchain-ai/langchain/pull/11620)
  - Move legacy class into new py file to clean up the directory
- Shouldn't cause backwards compatibility issues as the import works the
same way for users
10 months ago
Surav Shrestha 2038c7fd5d
fix typo in multi_language.ipynb (#12009)
exprience -> experience
10 months ago
Harrison Chase bdecc5bade
Harrison/lcel configuration (#11997) 10 months ago
Alfrick Opidi 71b0f51003
Update clarifai.mdx (#11964)
Corrected broken link
10 months ago
Alfrick Opidi 5ba7a7d2bc
Update clarifai.ipynb (#11963)
documents=docs not required when making a vector search on an existing
Clarifai application
10 months ago
Bagatur 8e1b1db90d
bearly api key docs (#11981) 10 months ago
volodymyr-memsql 7f17ce3742
SingleStoreDBChatMessageHistory: Add jupiter notebook with usage example (#11941)
The Docs folder changed its structure, and the notebook example for
SingleStoreDChatMessageHistory has not been copied to the new place due
to a merge conflict. Adding the example to the correct place.

Co-authored-by: Volodymyr Tkachuk <vtkachuk-ua@singlestore.com>
10 months ago
Daniel Chalef 2beb767ae5
zep: Memory Retriever MMR Support & Docs Updates (#11954)
- Update Zep Memory and Retriever docstrings
- Zep Memory Retriever: Add support for native MMR
- Add MMR example to existing ZepRetriever Notebook

@baskaryan
10 months ago
staoxiao 23c261ba57
Update bge_huggingface.ipynb (#8960)
- Description: Considering the similarity computation method of
[BGE](https://github.com/FlagOpen/FlagEmbedding) model is cosine
similarity, set normalize_embeddings to be True.
- Tag maintainer: @baskaryan

Co-authored-by: Erick Friis <erick@langchain.dev>
10 months ago
billytrend-cohere f4742dce50
Add Cohere retrieval augmented generation to retrievers (#11483)
Add Cohere retrieval augmented generation to retrievers

---------

Co-authored-by: Bagatur <baskaryan@gmail.com>
10 months ago
刘 方瑞 0a24ac7388
Revised notebook and add delete to MyScale vector store (#11848)
- **Description:** 
  - Add `.delete` to myscale vector store. 
  - Revised vector store notebooks
- **Tag maintainer:** @baskaryan 
- **Twitter handle:** @myscaledb @mpsk_liu
10 months ago
John Mai 3fb5e4d185
Add Baichuan chat model (#11923)
Description: A large language models developed by Baichuan Intelligent
Technology,https://www.baichuan-ai.com/home
Issue: None
Dependencies: None
Tag maintainer:
Twitter handle:
10 months ago
maks-operlejn-ds 42dcc502c7
Anonymizer small fixes (#11915) 10 months ago
Eugene Yurtsev 83162649bb
Add runnables to api reference (#11520)
Need to look at preview whether this works.
10 months ago
Dmitry Tyumentsev e8c1850369
Add YandexGPT LLM and Chat model (#11703)
**Description:** Introducing an ability to work with the
[YandexGPT](https://cloud.yandex.com/en/services/yandexgpt) language
model.
10 months ago
eryk-dsai c4341463e8
Include information on the tools for creating gbnf grammar files in the llama-cpp notebook (#11764)
Hi,

I recently experimented with grammar-based sampling and discovered two
methods for speeding up the creation of gbnf grammar files:
1. [Online grammar generator
app](https://github.com/ggerganov/llama.cpp/discussions/2494) introduced
[here](https://github.com/ggerganov/llama.cpp/discussions/2494)
2.
[Script](https://github.com/ggerganov/llama.cpp/blob/master/examples/json-schema-to-grammar.py)
for parsing json schema to gbnf grammar

I believe it is a good idea to include the information that leads to
them in the `llama-cpp` notebook.

***

Codespell check fails but due to the unrelated script

Co-authored-by: Bagatur <baskaryan@gmail.com>
10 months ago
Bagatur c15701eebf
Revert "Add baichuan model" (#11901)
cc @cloudscool, apologies your PR wasn't actually passing CI
10 months ago
cloudscool c1d811c4bc
Add baichuan model 10 months ago
Leonid Ganeline c87b5c209d
docs `safety` update (#11789)
The current ToC on the index page and on navbar don't match. Page titles
and Titles in ToC doesn't match
Changes:
- made ToCs equal
- made titles equal
- updated some page formattings.
10 months ago
Surav Shrestha ab145d85ec
fix typos in docs/docs/expression_language/cookbook/prompt_llm_parser.ipynb (#11796)
trasform -> transform
10 months ago
volodymyr-memsql ff8e6981ff
SingleStoreDBChatMessageHistory: Add singlestoredb support for ChatMessageHistory (#11705)
**Description**

- Added the `SingleStoreDBChatMessageHistory` class that inherits
`BaseChatMessageHistory` and allows to use of a SingleStoreDB database
as a storage for chat message history.
- Added integration test to check that everything works (requires
`singlestoredb` to be installed)
- Added notebook with usage example
- Removed custom retriever for SingleStoreDB vector store (as it is
useless)

---------

Co-authored-by: Volodymyr Tkachuk <vtkachuk-ua@singlestore.com>
10 months ago
VAS a1120e2685
Fixed a typo in bittensor.ipynb (#11821)
Fixed a typo : 

benifits -> benefits

If no one reviews your PR within a few days, please @-mention one of
@baskaryan, @eyurtsev, @hwchase17.
10 months ago
VAS 2a6d4acc9d
Fixed a typo in anyscale.ipynb (#11822)
Fixed a typo : 

"asyncrhonized" > "asynchronized"

If no one reviews your PR within a few days, please @-mention one of
@baskaryan, @eyurtsev, @hwchase17.
 -->
10 months ago
zhaoshengbo cb7e12f6ba
Adapt to the latest version of Alibaba Cloud OpenSearch vector store API (#11849)
Hello Folks,

Alibaba Cloud OpenSearch has released a new version of the vector
storage engine, which has significantly improved performance compared to
the previous version. At the same time, the sdk has also undergone
changes, requiring adjustments alibaba opensearch vector store code to
adapt.

This PR includes:

Adapt to the latest version of Alibaba Cloud OpenSearch API.
More comprehensive unit testing.
Improve documentation.

I have read your contributing guidelines. And I have passed the tests
below

- [x] make format
- [x]  make lint
- [x]  make coverage
- [x]  make test

---------

Co-authored-by: zhaoshengbo <shengbo.zsb@alibaba-inc.com>
10 months ago
Javier Aranda Santos 96e3e06d50
Fix HuggingFace notebook link (#11863)
- **Description:** While reading the docs
(https://python.langchain.com/docs/integrations/providers/huggingface),
I noticed the notebook linked in
https://python.langchain.com/docs/use_cases/evaluation/huggingface_datasets.html
was giving back 404. I made a search in the docs to see whether it was
available, so this PR updates the link in the docs.
  - **Issue:** I haven't opened an issue for this change.
  - **Dependencies:** -
  - **Tag maintainer:** -,
  - **Twitter handle:** -

---------

Co-authored-by: Bagatur <baskaryan@gmail.com>
10 months ago
Lee e669f9d731
Fix: Sitemap Document Loader Tests and Documentation (#11866)
**Description:**
While working on the Docusaurus site loader #9138, I noticed some
outdated docs and tests for the Sitemap Loader.

**Issue:** 
This is tangentially related to #6691 in reference to doc links. I plan
on digging in to a few of these issue when I find time next.
10 months ago
DJZevenbergen 8bb8c56f74
Fix missing word (#11868)
- **Description:** added one missing word to a doc, 
  - **Dependencies:** N/A
10 months ago
Nuno Campos 9fdf1059a4
Fix issues in runnable docs examples (#11883) 10 months ago
Jean-Louis Queguiner 8b697ff0ee
feat(llm): add together.xyz as an LLM provider (#11892)
- **Description:** added together.xyz as an LLM provider, 
  - **Issues:** fix some linting issues
  - twitter handle @jilijeanlouis 

---------

Co-authored-by: Bagatur <baskaryan@gmail.com>
10 months ago
Leonid Kuligin d269dd2e2f
added a multiturn search based on Vertex AI Search (#11885)
Replace this entire comment with:
- **Description:** Added a retriever based on multi-turn Vertex AI
Search
  - **Twitter handle:** lkuligin
10 months ago
Bagatur efa9ef75c0
add LCEL to retriever doc (#11888) 10 months ago
Bagatur d62369f478
Add LCEL to chain doc (#11895) 10 months ago
Harrison Chase 52bf03d786
add how to configure documentation (#11889) 10 months ago
Eugene Yurtsev 3be76ee2fa
Add security.md (#11881)
Add security markdown file
10 months ago
Bagatur e3664272f0
Add LCEL to output parser doc (#11880) 10 months ago
Bagatur 049a0357e7
Add LCEL to prompt doc (#11875) 10 months ago
Bagatur ece22b6b6a
Add LCEL to LLM intro (#11835) 10 months ago
Bagatur ffa1b3a758
Add LCEL to chat model intro (#11834) 10 months ago
Bagatur 6c5bb1b2e1
RM snippets (#11798) 10 months ago
Harrison Chase a506302772
bearly tool (#11812) 10 months ago
Bagatur d6e34ca2ee
fix recent docs integrations file loc (#11782) 11 months ago
Michael Feil 233a904f2e
GradientLLM Docs update and model_id renaming. (#10963)
Related to #10800 

- Errors in the Docstring of GradientLLM / Gradient.ai LLM
- Renamed the `model_id` to `model` and adapting this in all tests.
Reason to so is to be in Sync with `GradientEmbeddings` and other LLM's.
- inmproving tests so they check the headers in the sent request.
- making the aiosession a private attribute in the docs, as in the
future `pip install gradientai` will be replacing aiosession.
- adding a example how to fine-tune on the Prompt Template as suggested
in #10800
11 months ago
David 6876b02c87
Move EverlyAI python notebook to the right location (#11779)
Hi,

After submitting https://github.com/langchain-ai/langchain/pull/11357,
we realized that the notebooks are moved to a new location. Sending a
new PR to update the doc.

---------

Co-authored-by: everly-studio <127131037+everly-studio@users.noreply.github.com>
11 months ago
David 9d200e6cbe
Create ChatEverlyAI (#11357)
- Description: Adds the ChatEverlyAI class with llama-2 7b on [EverlyAI
Hosted
Endpoints](https://everlyai.xyz/)
- It inherits from ChatOpenAI and requires openai (probably unnecessary
but it made for a quick and easy implementation)

---------

Co-authored-by: everly-studio <127131037+everly-studio@users.noreply.github.com>
11 months ago
Nuno Campos 17c69678ab
Revert "New add Baichuan Model" (#11761)
Reverts langchain-ai/langchain#11714

This has linting and formatting issues, plus it's added to chat models
folder but doesn't subclass Chat Model base class
11 months ago
cloudscool 56653c53aa
New add Baichuan Model (#11714)
Motivation and Context
At present, the Baichuan Large Language Model is relatively popular and
efficient in performance. Due to widespread market recognition, this
model has been added to enhance the scalability of Langchain's ability
to access the big language model, so as to facilitate application access
and usage for interested users.

System Info
langchain: 0.0.295
python:3.8.3
IDE:vs code

Description
Add the following files:

1. Add baichuan_baichuaninc_endpoint.py in the
libs/langchain/langchain/chat_models
2. Modify the __init__.py file,which is located in the
libs/langchain/langchain/chat_models/__init__.py:
a. Add "from langchain.chat_models.baichuan_baichuaninc_endpoint import
BaichuanChatEndpoint"
    b. Add "BaichuanChatEndpoint" In the file's __ All__  method

Your contribution
I am willing to help implement this feature and submit a PR, but I would
appreciate guidance from the maintainers or community to ensure the
changes are made correctly and in line with the project's standards and
practices.
11 months ago
Shreyas S 694d768174
Minor fix (#11748)
changed > to over
11 months ago
Bagatur 8e6fa5f1d7
mv self-query docs to integrations (#11744) 11 months ago
Burak Yılmaz 63e516c2b0
Upstash redis integration (#10871)
- **Description:** Introduced Upstash provider with following wrappers:
UpstashRedisCache, UpstashRedisEntityStore,
UpstashRedisChatMessageHistory, UpstashRedisStore
  - **Issue:** -,
  - **Dependencies:** upstash-redis python package is needed,
  - **Tag maintainer:** @baskaryan 
  - **Twitter handle:** @BurakY744

---------

Co-authored-by: Burak Yılmaz <burakyilmaz@Buraks-MacBook-Pro.local>
Co-authored-by: Bagatur <baskaryan@gmail.com>
11 months ago
Richy Wang 11cdfe44af
Implement Alibaba Tongyi chat model apis. (#10922)
Hi there
This PR is aim to implement chat model for Alibaba Tongyi LLM model. It
contains work below:
1.Implement ChatTongyi chat model in langchain.chat_models.tongyi. Note
this is different with tongyi llm model to another PR
https://github.com/langchain-ai/langchain/pull/10878.
For detail it implements _generate() and _stream() function in
ChatTongyi.
2. Add some examples in chat/tongyi.ipynb. 
3. Add integration test in chat_models/test_tongyi.py 

Note async completion for the Text API is not yet supported.
Dependencies: dashscope. It will be installed manually cause it is not
need by everyone.
11 months ago
Adam Demjen 008348ce71
Add ElasticsearchChatMessageHistory (#10932)
**Description**

This PR adds the `ElasticsearchChatMessageHistory` implementation that
stores chat message history in the configured
[Elasticsearch](https://www.elastic.co/elasticsearch/) deployment.

```python
from langchain.memory.chat_message_histories import ElasticsearchChatMessageHistory

history = ElasticsearchChatMessageHistory(
    es_url="https://my-elasticsearch-deployment-url:9200", index="chat-history-index", session_id="123"
)

history.add_ai_message("This is me, the AI")
history.add_user_message("This is me, the human")
```

**Dependencies**
- [elasticsearch client](https://elasticsearch-py.readthedocs.io/)
required

Co-authored-by: Bagatur <baskaryan@gmail.com>
11 months ago
Bagatur d3a5090e12
mv semadb docs (#11743) 11 months ago
Bagatur acdbdbddb1
clean up doc (#11742)
committed old doc in wrong place
11 months ago
Mateusz Kozak e42a576cb2
update Qdrant documentation (#3105)
fix `from_documents` method usage for Qdrant in documentation as
previous example doesn't work

---------

Co-authored-by: Bagatur <baskaryan@gmail.com>
11 months ago
Predrag Gruevski 9e32120cbb
Deprecate direct access to globals like `debug` and `verbose`. (#11311)
Instead of accessing `langchain.debug`, `langchain.verbose`, or
`langchain.llm_cache`, please use the new getter/setter functions in
`langchain.globals`:
- `langchain.globals.set_debug()` and `langchain.globals.get_debug()`
- `langchain.globals.set_verbose()` and
`langchain.globals.get_verbose()`
- `langchain.globals.set_llm_cache()` and
`langchain.globals.get_llm_cache()`

Using the old globals directly will now raise a warning.

---------

Co-authored-by: Harrison Chase <hw.chase.17@gmail.com>
11 months ago
Bagatur 01b7b46908
reorder eval docs (#11738)
cc @leo-gan
11 months ago
Richard Adams 35965df20d
Rspace doc loader (#11511)
**Description:**

Add a document loader for the RSpace Electronic Lab Notebook
(www.researchspace.com), so that scientific documents and research notes
can be easily pulled into Langchain pipelines.

**Issue**

This is an new contribution, rather than an issue fix.

 **Dependencies:** 
  
There are no new required dependencies.
In order to use the loader, clients will need to install rspace_client
SDK using `pip install rspace_client`

---------

Co-authored-by: richarda23 <richard.c.adams@infinityworks.com>
Co-authored-by: Bagatur <baskaryan@gmail.com>
11 months ago
Ryan Zotti 9d1867c77f
Update docs to specify Indexing-API-compatible vectorstores (#11581)
**Description:** Update Indexing API docs to specify vectorstores that
are compatible with the Indexing API. I add a unit test to remind
developers to update the documentation whenever they add or change a
vectorstore in a way that affects compatibility. For the unit test I
repurposed existing code from
[here](https://github.com/langchain-ai/langchain/blob/v0.0.311/libs/langchain/langchain/indexes/_api.py#L245-L257).

This is my first PR to an open source project. This is a trivially
simple PR whose main purpose is to make me more comfortable submitting
Langchain PRs. If this PR goes through I plan to submit PRs with more
substantive changes in the near future.

**Issue:** Resolves
[10482](https://github.com/langchain-ai/langchain/discussions/10482).

**Dependencies:** No new dependencies.

**Twitter handle:** None.
11 months ago
Tomaz Bratanic 3759a34229
Add graph construction to neo4j docs (#11716)
Add graph construction section to Neo4j provider docs
11 months ago
Nuno Campos b54727fbad
Nc/why lcel (#11717)
<!-- Thank you for contributing to LangChain!

Replace this entire comment with:
  - **Description:** a description of the change, 
  - **Issue:** the issue # it fixes (if applicable),
  - **Dependencies:** any dependencies required for this change,
- **Tag maintainer:** for a quicker response, tag the relevant
maintainer (see below),
- **Twitter handle:** we announce bigger features on Twitter. If your PR
gets announced, and you'd like a mention, we'll gladly shout you out!

Please make sure your PR is passing linting and testing before
submitting. Run `make format`, `make lint` and `make test` to check this
locally.

See contribution guidelines for more information on how to write/run
tests, lint, etc:

https://github.com/langchain-ai/langchain/blob/master/.github/CONTRIBUTING.md

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/extras`
directory.

If no one reviews your PR within a few days, please @-mention one of
@baskaryan, @eyurtsev, @hwchase17.
 -->
11 months ago
Johnny Deuss bb2ed4615c
Fix typos (#11663) 11 months ago
kYLe 467b082c34
Modify Anyscale integration to work with Anyscale Endpoint (#11569)
**Description:** Modify Anyscale integration to work with [Anyscale
Endpoint](https://docs.endpoints.anyscale.com/)
and it supports invoke, async invoke, stream and async invoke features

---------

Co-authored-by: Bagatur <baskaryan@gmail.com>
11 months ago
Shreyas S 70a793ca9d
Update zep_memory.ipynb (#11713)
fixed minor typos;
the your > your
on > upon
11 months ago
Surav Shrestha e61b528c0e
Fix typos in docs/docs/use_cases/question_answering/code_understandin… (#11710)
herarchy -> hierarchy
11 months ago
Surav Shrestha f386ac3bef
Fix typos in docs/docs/use_cases/tagging.ipynb (#11712)
funtion -> function
11 months ago
Surav Shrestha ac73154005
Fix typos in docs/docs/use_cases/question_answering/conversational_re… (#11709)
neccessary -> necessary
11 months ago
Surav Shrestha af9ce3c224
Fix typos in docs/docs/use_cases/chatbots.ipynb (#11707)
implemet -> implement
11 months ago
Surav Shrestha 77fcaa410a
Fix typos in docs/docs/use_cases/extraction.ipynb (#11708)
This PR has a number of typos correction. I kindly request the repo
maintainers to review this PR and merge it.
11 months ago
nuric 44da27c07b
Add SemaDB VST wrapper (#11484)
- **Description**: Adding vectorstore wrapper for
[SemaDB](https://rapidapi.com/semafind-semadb/api/semadb).
- **Issue**: None
- **Dependencies**: None
- **Twitter handle**: semafind

Checks performed:
- [x] `make format`
- [x] `make lint`
- [x] `make test`
- [x] `make spell_check`
- [x] `make docs_build`

Documentation added:

- SemaDB vectorstore wrapper tutorial
11 months ago
Leonid Kuligin 2aba9ab47e
Retriever based on GCP DocAI Warehouse (#11400)
- **Description:** implements a retriever on top of DocAI Warehouse (to
interact with existing enterprise documents)
  https://cloud.google.com/document-ai-warehouse?hl=en
  - **Issue:** new functionality
 
@baskaryan

---------

Co-authored-by: Bagatur <baskaryan@gmail.com>
11 months ago
mvhensbergen 629d9b78fa
Make example work during pydantic transition (#11498)
**Description:**

Make the example extraction code on
https://python.langchain.com/docs/use_cases/extraction work again by
importing the langchain.pydantic_v1 lib instead of the v2.

**Issue:**

Solves issue https://github.com/langchain-ai/langchain/issues/11468

Co-authored-by: Martin van Hensbergen <martin@mvhensbergen.com>
Co-authored-by: Bagatur <baskaryan@gmail.com>
11 months ago
ElliotKetchup 7ae8b7f065
Llama doc: add 'language' to the response message (#11543)
- **Description:** add 'language' to the reponse message in the Llama
doc,
  - **Issue:** None,
  - **Dependencies:** None,
  - **Tag maintainer:** None,
  - **Twitter handle:** None

Co-authored-by: Bagatur <baskaryan@gmail.com>
11 months ago
Shinya Maeda 1f7edcd08b
doc: Fix documentation about n-gram overlap (#11549)
Fix the documentation in
https://python.langchain.com/docs/modules/model_io/prompts/example_selectors/ngram_overlap.
It's currently declaring unrelated variables, for example, `examples`
local variable is declared twice and the first one is overwritten
immediately.
  - **Issue:** N/A
  - **Dependencies:** N/A
- **Tag maintainer:** for a quicker response, tag the relevant
maintainer (see below),
  - **Twitter handle:** @dosuken123
11 months ago
maks-operlejn-ds 3c83779661
Qa with anonymization (#11658)
Added demo for QA system with anonymization. It will be part of
LangChain's privacy webinar.

@hwchase17 @baskaryan @nfcampos 

Twitter handle: @MaksOpp

---------

Co-authored-by: Bagatur <baskaryan@gmail.com>
11 months ago
Shreyas S 3cd0827785
Update kay.ipynb (#11676)
Fixed title display
11 months ago
Vinay Kakade dd0cd98861
Add support for ChatOpenAI models in Infino callback handler (#11608)
**Description:** This PR adds support for ChatOpenAI models in the
Infino callback handler. In particular, this PR implements
`on_chat_model_start` callback, so that ChatOpenAI models are supported.
With this change, Infino callback handler can be used to track latency,
errors, and prompt tokens for ChatOpenAI models too (in addition to the
support for OpenAI and other non-chat models it has today). The existing
example notebook is updated to show how to use this integration as well.
cc/ @naman-modi @savannahar68

**Issue:** https://github.com/langchain-ai/langchain/issues/11607 

**Dependencies:** None

**Tag maintainer:** @hwchase17 

**Twitter handle:** [@vkakade](https://twitter.com/vkakade)
11 months ago
Israel Ekpo d0603c86b6
Add Support for Azure Cosmos DB MongoDB vCore Vector Store #11627 (#11632)
This PR adds support for the Azure Cosmos DB MongoDB vCore Vector Store

https://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/vcore/

https://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/vcore/vector-search

Summary:
- **Description:** added vector store integration for Azure Cosmos DB
MongoDB vCore Vector Store,
  - **Issue:** the issue # it fixes #11627,
  - **Dependencies:** pymongo dependency,
  - **Tag maintainer:** @hwchase17,
  - **Twitter handle:** @izzyacademy

---------

Co-authored-by: Israel Ekpo <israel.ekpo@gmail.com>
Co-authored-by: Israel Ekpo <44282278+izzyacademy@users.noreply.github.com>
Co-authored-by: Bagatur <baskaryan@gmail.com>
11 months ago
Erick Friis 2c1e735403
Fix runnable docs link (#11675) 11 months ago
Ikko Eltociear Ashimine 7d0dda7e41
Fix typo in baidu_qianfan_endpoint.ipynb (#11667)
enviroment -> environment
11 months ago
Bagatur cf86447623
Start cookbook and move stuff from use cases (#11636) 11 months ago
Bassem Yacoube 5451b724fc
Adds support for llama2 and fixes MPT-7b url (#11465)
- **Description:** This is an update to OctoAI LLM provider that adds
support for llama2 endpoints hosted on OctoAI and updates MPT-7b url
with the current one.
@baskaryan
Thanks!

---------

Co-authored-by: ML Wiz <bassemgeorgi@gmail.com>
11 months ago
Bagatur 78b4c7d5a0
collapse sidebar peer items (#11639) 11 months ago
Bagatur 0ca8d4449c
add ls guide redirect (#11623) 11 months ago
Bagatur eedfddac2d
Restructure docs (#11620) 11 months ago
ElliotKetchup 683f4a93b9
Update azureml_chat_endpoint code exemple (#11602)
- **Description:** azureml_chat_endpoint code exemple now takes
endpoint_url and endpoint_api_key parameter into consideration,
  - **Issue:** None),
  - **Dependencies:** None,
  - **Tag maintainer:** None,
  - **Twitter handle:** @ElliotAlladaye
11 months ago
Yong woo Song fca34eb122
Fix: invalid link to chat model in openai platform docs (#11609)
There is some invalid link in open ai platform
[docs](https://python.langchain.com/docs/integrations/platforms/openai).
So i fixed it to valid links.
- `/docs/integrations/chat_models/openai` ->
`/docs/integrations/chat/openai`
- `/docs/integrations/chat_models/azure_openai` ->
`/docs/integrations/chat/azure_chat_openai`

Thanks! ☺️
11 months ago
Shubham Kushwaha 49de862076
Arcee.ai LLM & Retriever integration (#11579)
- **Description:** This PR introduces a new LLM and Retriever API to
https://arcee.ai for the python client
  - **Issue:** implements the integrations as requested in #11578 ,
  - **Dependencies:** no dependencies are required,
  - **Tag maintainer:** @hwchase17
  - **Twitter handle:** shwooobham 


** `make format`, `make lint` and `make test` runs locally.**
```shell
=========== 1245 passed, 277 skipped, 20 warnings in 16.26s ===========
./scripts/check_pydantic.sh .
./scripts/check_imports.sh
poetry run ruff .
[ "." = "" ] || poetry run black . --check
All done!  🍰 
1818 files would be left unchanged.
[ "." = "" ] || poetry run mypy .
Success: no issues found in 1815 source files
[ "." = "" ] || poetry run black .
All done!  🍰 
1818 files left unchanged.
[ "." = "" ] || poetry run ruff --select I --fix .
poetry run codespell --toml pyproject.toml
poetry run codespell --toml pyproject.toml -w
```


**Contributions**
1. Arcee (langchain/llms), ArceeRetriever (langchain/retrievers),
ArceeWrapper (langchain/utilities)
2. docs for Arcee (llms/arcee.py) and
ArceeRetriever(retrievers/arcee.py)
3.

cc: @jacobsolawetz @ben-epstein

---------

Co-authored-by: Shubham <shubham@sORo.local>
11 months ago
Eugene Yurtsev b6a2507794
Docs to use LLMSymbolicMath and LLMBash + utilities from experimental (#11614)
Update docs in lieu of:

https://github.com/langchain-ai/langchain/discussions/11352
11 months ago
Leonid Ganeline 59adeaddb3
docs: update `dependents` (#11502)
A regular update of dependents.
11 months ago
Bagatur b642d00f9f
rm slack from community.md (#11610) 11 months ago
unifyh fd7f129f10
Docs: Fix broken line breaks in snippets (#11523)
**Description:**
This PR fix some code snippets that have raw `\n`'s instead of actual
line breaks.

**Issue:**
Currently some snippets look like this:

![image](https://github.com/langchain-ai/langchain/assets/18213435/355b4911-38e9-4ba4-8570-f928557b6c13)

Affected pages:
-
https://python.langchain.com/docs/integrations/providers/predictionguard#example-usage
-
https://python.langchain.com/docs/modules/agents/how_to/custom_llm_agent#set-up-environment
-
https://python.langchain.com/docs/modules/chains/foundational/llm_chain#get-started
-
https://python.langchain.com/docs/integrations/providers/shaleprotocol#how-to

**Tag maintainer:**
@hwchase17
11 months ago
Michael Landis 8e45f720a8
feat: add momento vector index as a vector store provider (#11567)
**Description**:

- Added Momento Vector Index (MVI) as a vector store provider. This
includes an implementation with docstrings, integration tests, a
notebook, and documentation on the docs pages.
- Updated the Momento dependency in pyproject.toml and the lock file to
enable access to MVI.
- Refactored the Momento cache and chat history session store to prefer
using "MOMENTO_API_KEY" over "MOMENTO_AUTH_TOKEN" for consistency with
MVI. This change is backwards compatible with the previous "auth_token"
variable usage. Updated the code and tests accordingly.

**Dependencies**:

- Updated Momento dependency in pyproject.toml.

**Testing**:

- Run the integration tests with a Momento API key. Get one at the
[Momento Console](https://console.gomomento.com) for free. MVI is
available in AWS us-west-2 with a superuser key.
- `MOMENTO_API_KEY=<your key> poetry run pytest
tests/integration_tests/vectorstores/test_momento_vector_index.py`

**Tag maintainer:**

@eyurtsev

**Twitter handle**:

Please mention @momentohq for this addition to langchain. With the
integration of Momento Vector Index, Momento caching, and session store,
Momento provides serverless support for the core langchain data needs.

Also mention @mlonml for the integration.
11 months ago
MSFTeegarden 923e9f9596
Add Azure Redis example (#11570)
**Description**
This PR adds an additional Example to the Redis integration
documentation. [The
example](https://learn.microsoft.com/azure/azure-cache-for-redis/cache-tutorial-vector-similarity)
is a step-by-step walkthrough of using Azure Cache for Redis and Azure
OpenAI for vector similarity search, using LangChain extensively
throughout.

**Issue**
Nothing specific, just adding an additional example.

**Dependencies**
None.

**Tag Maintainer**
Tagging @hwchase17 :)
11 months ago
maks-operlejn-ds 4d62def9ff
Better deanonymizer matching strategy (#11557)
@baskaryan, @hwchase17
11 months ago
Bagatur 0a754fa286
redirect langsmith guides (#11562) 11 months ago
Holt Skinner 09c66fe04f
feat: Update Google Document AI Parser (#11413)
- **Description:** Code Refactoring, Documentation Improvements for
Google Document AI PDF Parser
  - Adds Online (synchronous) processing option.
  - Adds default field mask to limit payload size.
  - Skips Human review by default.
- **Issue:** Fixes #10589

---------

Co-authored-by: Erick Friis <erick@langchain.dev>
11 months ago
Nuno Campos 628cc4cce8
Rename RunnableMap to RunnableParallel (#11487)
- keep alias for RunnableMap
- update docs to use RunnableParallel and RunnablePassthrough.assign

<!-- Thank you for contributing to LangChain!

Replace this entire comment with:
  - **Description:** a description of the change, 
  - **Issue:** the issue # it fixes (if applicable),
  - **Dependencies:** any dependencies required for this change,
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 -->
11 months ago
William FH eb572f41a6
Add LangSmith Run Chat Loader (#11458) 11 months ago
Leonid Ganeline c3d2b01adf
docs: `integrations/retrievers` cleanup (#11388)
fixed several notebooks:
- headers
- formats

---------

Co-authored-by: Erick Friis <erick@langchain.dev>
11 months ago
Maciej Dzieżyc bcd308c368
Fix Open in Colab link for ClearML docs 2 (#11491)
Description: Fixed the Open in Colab link for ClearML docs
Issue: https://github.com/allegroai/clearml/issues/1125
Twitter handle: DziezycMaciej
11 months ago
Bagatur 88ab69c288
mv docs extras (#11399) 11 months ago
Bagatur 1bf8ef1a4f
rm brave (#11482) 11 months ago
Theron Tau 35297ca0d3
Add feature for extracting images from pdf and recognizing text from images. (#10653)
**Description**

It is for #10423 that it will be a useful feature if we can extract
images from pdf and recognize text on them. I have implemented it with
`PyPDFLoader`, `PyPDFium2Loader`, `PyPDFDirectoryLoader`,
`PyMuPDFLoader`, `PDFMinerLoader`, and `PDFPlumberLoader`.
[RapidOCR](https://github.com/RapidAI/RapidOCR.git) is used to recognize
text on extracted images. It is time-consuming for ocr so a boolen
parameter `extract_images` is set to control whether to extract and
recognize. I have tested the time usage for each parser on my own laptop
thinkbook 14+ with AMD R7-6800H by unit test and the result is:

| extract_images | PyPDFParser | PDFMinerParser | PyMuPDFParser |
PyPDFium2Parser | PDFPlumberParser |
| ------------- | ------------- | ------------- | ------------- |
------------- | ------------- |
| False | 0.27s | 0.39s | 0.06s | 0.08s | 1.01s |
| True  | 17.01s  | 20.67s | 20.32s | 19,75s | 20.55s |

**Issue**

#10423 

**Dependencies**

rapidocr_onnxruntime in
[RapidOCR](https://github.com/RapidAI/RapidOCR/tree/main)

---------

Co-authored-by: Bagatur <baskaryan@gmail.com>
11 months ago
Bagatur a3a2ce623e Revise vowpal_wabbit notebook 11 months ago
Bagatur 8fafa1af91 merge 11 months ago
rodrigo-clickup 5944c1851b
Add ClickUp Toolkit (#10662)
- **Description:** Adds a toolkit to interact with the
[ClickUp](https://clickup.com/) [Public API](https://clickup.com/api/)
- **Dependencies:** None
- **Tag maintainer:** @rodrigo-georgian, @rodrigo-clickup,
@aiswaryasankarwork
- **Twitter handle:** 
- Aiswarya (https://twitter.com/Aiswarya_Sankar,
https://www.linkedin.com/in/sankaraiswarya/)
   - Rodrigo (https://www.linkedin.com/in/rodrigo-ceballos-lentini/)


---------

Co-authored-by: Aiswarya Sankar <aiswaryasankar@Aiswaryas-MacBook-Pro.local>
Co-authored-by: aiswaryasankarwork <143119412+aiswaryasankarwork@users.noreply.github.com>
Co-authored-by: Bagatur <baskaryan@gmail.com>
11 months ago
Beck Bekmyradov f9df55f7d2
Fix a Typo in Documentation (#11453)
- **Description:** This commit corrects a minor typo in the
documentation. It changes "frum" to "from" in the sentence: "The results
from search are passed back to the LLM for synthesis into an answer" in
the file `docs/extras/use_cases/more/agents/agents.ipynb`. This typo fix
enhances the clarity and accuracy of the documentation.
- **Tag maintainer:** @baskaryan
11 months ago
Bagatur f5ce286932
fix api docs build (#11445) 11 months ago
mrbean 9903a70379
Add youdotcom retriever (#11304)
---------

Co-authored-by: Bagatur <baskaryan@gmail.com>
11 months ago
Syed Ather Rizvi bfd48925e5
Feature/csharp text splitter doc (#10571)
- **Description:** Just docs related to csharp code splitter
   
- **Issue:** It's related to a request made by @baskaryan in a comment
on my previous PR #10350
  - **Dependencies:** None
  - **Twitter handle:** @ather19

---------

Co-authored-by: Bagatur <baskaryan@gmail.com>
11 months ago
maks-operlejn-ds 2aae1102b0
Instance anonymization (#10501)
### Description

Add instance anonymization - if `John Doe` will appear twice in the
text, it will be treated as the same entity.
The difference between `PresidioAnonymizer` and
`PresidioReversibleAnonymizer` is that only the second one has a
built-in memory, so it will remember anonymization mapping for multiple
texts:

```
>>> anonymizer = PresidioAnonymizer()
>>> anonymizer.anonymize("My name is John Doe. Hi John Doe!")
'My name is Noah Rhodes. Hi Noah Rhodes!'
>>> anonymizer.anonymize("My name is John Doe. Hi John Doe!")
'My name is Brett Russell. Hi Brett Russell!'
```
```
>>> anonymizer = PresidioReversibleAnonymizer()
>>> anonymizer.anonymize("My name is John Doe. Hi John Doe!")
'My name is Noah Rhodes. Hi Noah Rhodes!'
>>> anonymizer.anonymize("My name is John Doe. Hi John Doe!")
'My name is Noah Rhodes. Hi Noah Rhodes!'
```

### Twitter handle
@deepsense_ai / @MaksOpp

### Tag maintainer
@baskaryan @hwchase17 @hinthornw

---------

Co-authored-by: Bagatur <baskaryan@gmail.com>
11 months ago
Holt Skinner 9f73fec057
fix: Update Google Cloud Enterprise Search to Vertex AI Search (#10513)
- Description: Google Cloud Enterprise Search was renamed to Vertex AI
Search
-
https://cloud.google.com/blog/products/ai-machine-learning/vertex-ai-search-and-conversation-is-now-generally-available
- This PR updates the documentation and Retriever class to use the new
terminology.
- Changed retriever class from `GoogleCloudEnterpriseSearchRetriever` to
`GoogleVertexAISearchRetriever`
- Updated documentation to specify that `extractive_segments` requires
the new [Enterprise
edition](https://cloud.google.com/generative-ai-app-builder/docs/about-advanced-features#enterprise-features)
to be enabled.
  - Fixed spelling errors in documentation.
- Change parameter for Retriever from `search_engine_id` to
`data_store_id`
- When this retriever was originally implemented, there was no
distinction between a data store and search engine, but now these have
been split.
- Fixed an issue blocking some users where the api_endpoint can't be set
11 months ago
Mateusz Wosinski 656480feb6
Add language detection example (#10540)
### Description

Adds language detection examples based on
[langdetect](https://github.com/Mimino666/langdetect/tree/master/langdetect)
and [fasttext](https://github.com/facebookresearch/fastText/) libraries.
These frameworks can be especially useful together with components that
require selection of the language (e.g. data-anonymizer)

### Twitter handle

@deepsense_ai, @matt_wosinski
11 months ago
billytrend-cohere 2ff91a46c0
Add cohere /chat integration (#11389)
Add cohere /chat integration and an iPython notebook to demonstrate the
addition.

---------

Co-authored-by: Bagatur <baskaryan@gmail.com>
11 months ago
ElliotKetchup 53d4f1554a
Update aws.mdx (#11431) 11 months ago
Lance Martin 211a74941a
Update QA doc w/ Runnables (#11401)
<!-- Thank you for contributing to LangChain!

Replace this entire comment with:
  - **Description:** a description of the change, 
  - **Issue:** the issue # it fixes (if applicable),
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@baskaryan, @eyurtsev, @hwchase17.
 -->
11 months ago
Nuno Campos 1e59c44d36
Nc/5oct/runnable release (#11428)
<!-- Thank you for contributing to LangChain!

Replace this entire comment with:
  - **Description:** a description of the change, 
  - **Issue:** the issue # it fixes (if applicable),
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- **Tag maintainer:** for a quicker response, tag the relevant
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If you're adding a new integration, please include:
1. a test for the integration, preferably unit tests that do not rely on
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2. an example notebook showing its use. It lives in `docs/extras`
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If no one reviews your PR within a few days, please @-mention one of
@baskaryan, @eyurtsev, @hwchase17.
 -->
11 months ago
William FH 940b9ae30a
Normalize Option in Scoring Chain (#11412) 11 months ago
bholagabbar b9fad28f5e
Fix typing imports in extraction usecase (#11402)
The person class here:
https://python.langchain.com/docs/use_cases/extraction#pydantic-1 has
attributes `dog_breed` and `dog_name` that use `Optional` from typing,
but it hasn't been imported. Fixed the import here
11 months ago
Leonid Ganeline 22165cb2fc
merge pages into `google` and `AWS` pages (#11312)
There are several pages in `integrations/providers/more` that belongs to
Google and AWS `integrations/providers`.
- moved content of these pages into the Google and AWS
`integrations/providers` pages
- removed these individual pages
11 months ago
Bagatur 91941d1f19
mv LCEL up in docs (#11395) 11 months ago
Lester Solbakken a30f98f534
Add Vespa vector store (#11329)
Addition of Vespa vector store integration including notebook showing
its use.

Maintainer: @lesters 
Twitter handle: LesterSolbakken
11 months ago
Tomaz Bratanic 71290315cf
Add optional Cypher validation tool (#11078)
LLMs have trouble with consistently getting the relationship direction
accurately. That's why I organized a competition how to best and most
simple to fix it based on the existing schema as a post-processing step.
https://github.com/tomasonjo/cypher-direction-competition

I am adding the winner's code in this PR:
https://github.com/sakusaku-rich/cypher-direction-competition
11 months ago
Anatolii Kmetiuk 34a64101cc
Add explanations to GoogleDriveLoader how to avoid errors (#11335)
- **Description:** add a paragraph to the GoogleDriveLoader doc on how
to bypass errors on authentication.

For some reason, specifying credential path via `credentials_path`
constructor parameter when creating `GoogleDriveLoader` makes it so that
the oAuth screen is never showing up when first using GoogleDriveLoader.
Instead, the `RefreshError: ('invalid_grant: Bad Request', {'error':
'invalid_grant', 'error_description': 'Bad Request'})` error happens.
Setting it via `os.environ["GOOGLE_APPLICATION_CREDENTIALS"] = ...`
solves the problem. Also, `token_path` constructor parameter is
mandatory, otherwise another error happens when trying to `load()` for
the first time.

These errors are tricky and time-consuming to figure out, so I believe
it's good to mention them in the docs.

---------

Co-authored-by: Erick Friis <erick@langchain.dev>
11 months ago
MattiaSangermano cdf5259ca9
Fixed import typo (#11278)
Fixed small import typo in react_docstore documentation

---------

Co-authored-by: Eugene Yurtsev <eyurtsev@gmail.com>
11 months ago
mziru 9e3c1d4463
add HTMLHeaderTextSplitter (#11039)
Description: Similar in concept to the `MarkdownHeaderTextSplitter`, the
`HTMLHeaderTextSplitter` is a "structure-aware" chunker that splits text
at the element level and adds metadata for each header "relevant" to any
given chunk. It can return chunks element by element or combine elements
with the same metadata, with the objectives of (a) keeping related text
grouped (more or less) semantically and (b) preserving context-rich
information encoded in document structures. It can be used with other
text splitters as part of a chunking pipeline.

Dependency: lxml python package

Maintainer: @hwchase17

Twitter handle: @MartinZirulnik

---------

Co-authored-by: PresidioVantage <github@presidiovantage.com>
Co-authored-by: Bagatur <baskaryan@gmail.com>
11 months ago
Isaac Chung 1165767df2
Clarifai integration doc improvements (#11251)
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- **Description:** Doc corrections and resolve notebook rendering issue
on GH
  - **Issue:** N/A
  - **Dependencies:** N/A
  - **Tag maintainer:** @baskaryan
  - **Twitter handle:** `@isaacchung1217`

---------

Co-authored-by: Harrison Chase <hw.chase.17@gmail.com>
11 months ago
Oleg Sinavski 1ca62b232b
Docs: improve similarity search examples (#11298)
**Description:** 

Examples in the "Select by similarity" section were not really
highlighting capabilities of similarity search.
E.g. "# Input is a measurement, so should select the tall/short example"
was still outputting the "mood" example.

I tweaked the inputs a bit and fixed the examples (checking that those
are indeed what the search outputs).

Co-authored-by: Harrison Chase <hw.chase.17@gmail.com>
11 months ago
LeeJongBeom 92683262f4
Fix documents for RetrievalQAWithSourcesChain (#11292)
- **Description:** Fix typo about `RetrievalQAWithSourceChain` ->
`RetrievalQAWithSourcesChain`
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11 months ago
Fynn Flügge 0a4baca291
chore: add kotlin code splitter (#11364)
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 -->

- **Description:** Adds Kotlin language to `TextSplitter`

---------

Co-authored-by: Eugene Yurtsev <eyurtsev@gmail.com>
11 months ago
Ofer Mendelevitch b93a08079e
Updates to Vectara Implementation (#11366)
Replace this entire comment with:
  - **Description:** updates to documentation and API headers
  - **Tag maintainer:** @baskarya
  - **Twitter handle:** @ofermend
11 months ago
Vicente Reyes f3e13e7e5a
Use term keyword according to the official python doc glossary (#11338)
- **Description:** use term keyword according to the official python doc
glossary, see https://docs.python.org/3/glossary.html
  - **Issue:** not applicable
  - **Dependencies:** not applicable
  - **Tag maintainer:** @hwchase17
  - **Twitter handle:** vreyespue
11 months ago
Leonid Ganeline 39316314fa
`fallback` definition (#10504)
I've added a definition to `fallback` and fixed couple misspells. It was
not really clear what is the "fallback".
11 months ago
Mohammad Mohtashim 3bddd708f7
Add memory to sql chain (#8597)
continuation of PR #8550

@hwchase17 please see and merge. And also close the PR #8550.

---------

Co-authored-by: Harrison Chase <hw.chase.17@gmail.com>
Co-authored-by: Erick Friis <erick@langchain.dev>
11 months ago
Ikko Eltociear Ashimine 49b34e2293
Fix typo in agent_structured.ipynb (#11340)
therefor -> therefore

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 -->
11 months ago
Lance Martin b3c83fdd33
Add prompt hub support for Mistral w/ Ollama (#11315)
Add Mistral example with prompt support
11 months ago
Bagatur 89436de7a7
update sec doc (#11336) 11 months ago
Aashish Saini 8a507154ca
Update clarifai.mdx (#11318)
@baskaryan , Small typo fix
11 months ago
Jacob Lee 933655b4ac
Adds Tavily Search API retriever (#11314)
@baskaryan @efriis
11 months ago
CG80499 943e4f30d8
Add scoring chain (#11123)
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  - **Description:** a description of the change, 
  - **Issue:** the issue # it fixes (if applicable),
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@baskaryan, @eyurtsev, @hwchase17.
 -->
11 months ago
João Carabetta 29b9a890d4
Fix line break in docs imports (#11270)
It is just a straightforward docs fix.
11 months ago
Oleg Sinavski 0b08a17e31
Fix closing bracket in length-based selector snippet (#11294)
**Description:**

Fix a forgotten closing bracket in the length-based selector snippet

Co-authored-by: Eugene Yurtsev <eyurtsev@gmail.com>
11 months ago
Nuno Campos 1cbe7f5450
Small changes to runnable docs (#11293)
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@baskaryan, @eyurtsev, @hwchase17.
 -->
11 months ago
zhengkai 3d859075d4
Remove extra spaces (#11283)
### Description
When I was reading the document, I found that some examples had extra
spaces and violated "Unexpected spaces around keyword / parameter equals
(E251)" in pep8. I removed these extra spaces.
  
### Tag maintainer
@eyurtsev 
### Twitter handle
[billvsme](https://twitter.com/billvsme)
11 months ago
James Odeyale 61cd83bf96
Update quickstart.mdx to add backtick after `ChatMessages` (#11241)
While going through the documentation I found this small issue and
wanted to contribute!

<!-- Thank you for contributing to LangChain! -->
11 months ago
Kazuki Maeda a363ab5292
rename repo namespace to langchain-ai (#11259)
### Description
renamed several repository links from `hwchase17` to `langchain-ai`.

### Why
I discovered that the README file in the devcontainer contains an old
repository name, so I took the opportunity to rename the old repository
name in all files within the repository, excluding those that do not
require changes.

### Dependencies
none

### Tag maintainer
@baskaryan

### Twitter handle
[kzk_maeda](https://twitter.com/kzk_maeda)
11 months ago
Leonid Ganeline 5e5039dbd2
docs: updated `YouTube` and `tutorial` video links (#10897)
updated `YouTube` and `tutorial` videos with new links.
Removed couple of duplicates.
Reordered several links by view counters
Some formatting: emphasized the names of products
11 months ago
Leonid Ganeline cb84f612c9
docs: `document_transformers` consistency (#10467)
- Updated `document_transformers` examples: titles, descriptions, links
- Added `integrations/providers` for missed document_transformers
11 months ago
Leonid Ganeline 240190db3f
docs: `integrations/memory` consistency (#10255)
- updated titles and descriptions of the `integrations/memory` notebooks
into consistent and laconic format;
- removed
`docs/extras/integrations/memory/motorhead_memory_managed.ipynb` file as
a duplicate of the
`docs/extras/integrations/memory/motorhead_memory.ipynb`;
- added `integrations/providers` Integration Cards for `dynamodb`,
`motorhead`.
- updated `integrations/providers/redis.mdx` with links
- renamed several notebooks; updated `vercel.json` to reroute new names.
11 months ago
Bagatur 77c7c9ab97
bump 305 (#11224) 11 months ago
Ikko Eltociear Ashimine 33884b2184
Fix typo in gradient.ipynb (#11206)
Enviroment -> Environment

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 -->
11 months ago
Jon Saginaw 715ffda28b
mongodb doc loader init (#10645)
- **Description:** A Document Loader for MongoDB
  - **Issue:** n/a
  - **Dependencies:** Motor, the async driver for MongoDB
  - **Tag maintainer:** n/a
  - **Twitter handle:** pigpenblue

Note that an initial mongodb document loader was created 4 months ago,
but the [PR ](https://github.com/langchain-ai/langchain/pull/4285)was
never pulled in. @leo-gan had commented on that PR, but given it is
extremely far behind the master branch and a ton has changed in
Langchain since then (including repo name and structure), I rewrote the
branch and issued a new PR with the expectation that the old one can be
closed.

Please reference that old PR for comments/context, but it can be closed
in favor of this one. Thanks!

---------

Co-authored-by: Bagatur <baskaryan@gmail.com>
Co-authored-by: Eugene Yurtsev <eyurtsev@gmail.com>
11 months ago
Cynthia Yang 523898ab9c
Update fireworks features (#11205)
Description
* Update fireworks feature on web page

Issue - Not applicable
Dependencies - None
Tag maintainer - @baskaryan
11 months ago
Guy Korland 748a757306
Clean warnings: replace type with isinstance and fix syntax (#11219)
Clean warnings: replace type with `isinstance` and fix on notebook
syntax syntax
11 months ago
PaperMoose 5d7c6d1bca
Synthetic Data generation (#9472)
---------

Co-authored-by: William Fu-Hinthorn <13333726+hinthornw@users.noreply.github.com>
Co-authored-by: Bagatur <baskaryan@gmail.com>
11 months ago
Donatas Remeika a4e0cf6300
SearchApi integration (#11023)
Based on the customers' requests for native langchain integration,
SearchApi is ready to invest in AI and LLM space, especially in
open-source development.

- This is our initial PR and later we want to improve it based on
customers' and langchain users' feedback. Most likely changes will
affect how the final results string is being built.
- We are creating similar native integration in Python and JavaScript.
- The next plan is to integrate into Java, Ruby, Go, and others.
- Feel free to assign @SebastjanPrachovskij as a main reviewer for any
SearchApi-related searches. We will be glad to help and support
langchain development.
11 months ago
Fynn Flügge b738ccd91e
chore: add support for TypeScript code splitting (#11160)
- **Description:** Adds typescript language to `TextSplitter`

---------

Co-authored-by: Jacob Lee <jacoblee93@gmail.com>
11 months ago
Jeff Kayne c586f6dc1b
Callback integration for Trubrics (#11059)
After contributing to some examples in the
[langsmith-cookbook](https://github.com/langchain-ai/langsmith-cookbook)
with @hinthornw, here is a PR that adds a callback handler to use
LangChain with [Trubrics](https://github.com/trubrics/trubrics-sdk).
11 months ago
Nicolas 8ed013d278
docs: Mendable Search Improvements (#11199)
Improvements to the Mendable UI, more accurate responses, and bug fixes.
11 months ago
Piyush Jain 32d09bcd1e
Expanded version range for networkx, fixed sample notebook (#11094)
## Description
Expanded the upper bound for `networkx` dependency to allow installation
of latest stable version. Tested the included sample notebook with
version 3.1, and all steps ran successfully.
---------

Co-authored-by: Bagatur <baskaryan@gmail.com>
11 months ago
Tomaz Bratanic 7d25a65b10
add from_existing_graph to neo4j vector (#11124)
This PR adds the option to create a Neo4jvector instance from existing
graph, which embeds existing text in the database and creates relevant
indices.
11 months ago
Hugues b599f91e33
LLMonitor Callback handler: fix bug (#11128)
Here is a small bug fix for the LLMonitor callback handler. I've also
added user identification capabilities.
11 months ago
Bagatur ef41bcef70
update docs nav (#11146) 11 months ago
Naveen Tatikonda 9b0029b9c2
[OpenSearch] Add Self Query Retriever Support to OpenSearch (#11184)
### Description
Add Self Query Retriever Support to OpenSearch

### Maintainers
@rlancemartin, @eyurtsev, @navneet1v

### Twitter Handle
@OpenSearchProj

Signed-off-by: Naveen Tatikonda <navtat@amazon.com>
11 months ago
mani2348 89ddc7cbb6
Update Bedrock service name to "bedrock-runtime" and model identifiers (#11161)
- **Description:** Bedrock updated boto service name to
"bedrock-runtime" for the InvokeModel and InvokeModelWithResponseStream
APIs. This update also includes new model identifiers for Titan text,
embedding and Anthropic.

Co-authored-by: Mani Kumar Adari <maniadar@amazon.com>
11 months ago
Aashish Saini 573c846112
Fixed Typo Error in Update get_started.mdx file by addressing a minor typographical error. (#11154)
Fixed Typo Error in Update get_started.mdx file by addressing a minor
typographical error.

This improvement enhances the readability and correctness of the
notebook, making it easier for users to understand and follow the
demonstration. The commit aims to maintain the quality and accuracy of
the content within the repository.
please review the change at your convenience.

@baskaryan , @hwaking
11 months ago
Apurv Agarwal 7bb6d04fc7
milvus collections (#11148)
Description: There was no information about Milvus collections in the
documentation, so I am adding that.
Maintainer: @eyurtsev
11 months ago
William FH d3c2ca5656
Enhanced pairwise error (#11131) 11 months ago
Taqi Jaffri b7e9db5e73
Stop sequences in fireworks, plus notebook updates (#11136)
The new Fireworks and FireworksChat implementations are awesome! Added
in this PR https://github.com/langchain-ai/langchain/pull/11117 thank
you @ZixinYang

However, I think stop words were not plumbed correctly. I've made some
simple changes to do that, and also updated the notebook to be a bit
clearer with what's needed to use both new models.


---------

Co-authored-by: Taqi Jaffri <tjaffri@docugami.com>
11 months ago
William FH 33da8bd711
Add Exact match and Regex Match Evaluators (#11132) 11 months ago
Jeremy Naccache c59a5bae48
Fix intermediate steps example in docs : replaced json.dumps with Langchain's dumps() (#10593)
The intermediate steps example in docs has an example on how to retrieve
and display the intermediate steps.
But the intermediate steps object is of type AgentAction which cannot be
passed to json.dumps (it raises an error).
I replaced it with Langchain's dumps function (from langchain.load.dump
import dumps) which is the preferred way to do so.
11 months ago
Aashish Saini c4471d1877
Fixing some spelling mistakes (#10881)
@baskaryan

---------

Co-authored-by: AashutoshPathakShorthillsAI <142410372+AashutoshPathakShorthillsAI@users.noreply.github.com>
Co-authored-by: Aayush <142384656+AayushShorthillsAI@users.noreply.github.com>
Co-authored-by: Aashish Saini <141953346+AashishSainiShorthillsAI@users.noreply.github.com>
Co-authored-by: ManpreetShorthillsAI <142380984+ManpreetShorthillsAI@users.noreply.github.com>
Co-authored-by: AryamanJaiswalShorthillsAI <142397527+AryamanJaiswalShorthillsAI@users.noreply.github.com>
Co-authored-by: Adarsh Shrivastav <142413097+AdarshKumarShorthillsAI@users.noreply.github.com>
Co-authored-by: Vishal <141389263+VishalYadavShorthillsAI@users.noreply.github.com>
Co-authored-by: ChetnaGuptaShorthillsAI <142381084+ChetnaGuptaShorthillsAI@users.noreply.github.com>
Co-authored-by: PankajKumarShorthillsAI <142473460+PankajKumarShorthillsAI@users.noreply.github.com>
Co-authored-by: AbhishekYadavShorthillsAI <142393903+AbhishekYadavShorthillsAI@users.noreply.github.com>
Co-authored-by: AmitSinghShorthillsAI <142410046+AmitSinghShorthillsAI@users.noreply.github.com>
Co-authored-by: Md Nazish Arman <142379599+MdNazishArmanShorthillsAI@users.noreply.github.com>
Co-authored-by: KamalSharmaShorthillsAI <142474019+KamalSharmaShorthillsAI@users.noreply.github.com>
Co-authored-by: Lakshya <lakshyagupta87@yahoo.com>
Co-authored-by: AnujMauryaShorthillsAI <142393269+AnujMauryaShorthillsAI@users.noreply.github.com>
Co-authored-by: Saransh Sharma <142397365+SaranshSharmaShorthillsAI@users.noreply.github.com>
Co-authored-by: GhayurHamzaShorthillsAI <136243850+GhayurHamzaShorthillsAI@users.noreply.github.com>
Co-authored-by: Puneet Dhiman <142409038+PuneetDhimanShorthillsAI@users.noreply.github.com>
Co-authored-by: Riya Rana <142411643+RiyaRanaShorthillsAI@users.noreply.github.com>
Co-authored-by: Akshay Tripathi <142379735+AkshayTripathiShorthillsAI@users.noreply.github.com>
11 months ago
Bagatur 8e4dbae428
Add fireworks chat model (#11117) 11 months ago
Harrison Chase 6b4928ad96
fix-lcel-notebooks (#11111)
fix some missing imports/naming
11 months ago
Cynthia Yang 6dd44ff1c0
Refactor Fireworks and add ChatFireworks (#3) (#10597)
Description 
* Refactor Fireworks within Langchain LLMs.
* Remove FireworksChat within Langchain LLMs.
* Add ChatFireworks (which uses chat completion api) to Langchain chat
models.
* Users have to install `fireworks-ai` and register an api key to use
the api.

Issue - Not applicable
Dependencies - None
Tag maintainer - @rlancemartin @baskaryan
11 months ago
Joseph McElroy 175ef0a55d
[ElasticsearchStore] Enable custom Bulk Args (#11065)
This enables bulk args like `chunk_size` to be passed down from the
ingest methods (from_text, from_documents) to be passed down to the bulk
API.

This helps alleviate issues where bulk importing a large amount of
documents into Elasticsearch was resulting in a timeout.

Contribution Shoutout
- @elastic

- [x] Updated Integration tests

---------

Co-authored-by: Bagatur <baskaryan@gmail.com>
11 months ago
Leonid Ganeline 21199cc7b4
📖 docs: fixed `integrations/document loaders` toc (#9281)
Fixed navbar:
- renamed several files, so ToC is sorted correctly
- made ToC items consistent: formatted several Titles
- added several links
- reformatted several docs to a consistent format
- renamed several files (removed `_example` suffix)
- added renamed files to the `docs/docs_skeleton/vercel.json`
11 months ago
Bagatur 0ea384d575
fix multiple chains lcel how to (#11074) 11 months ago
William FH 9c5eca92e4
Update notebook deps (#11053) 11 months ago
William FH 448426a6ac
Add collab link (#11052) 11 months ago
William FH 4aec587979
Update LangSmith Walkthrough (#11043) 11 months ago
Tomaz Bratanic 0625ab7a9e
Filtering graph schema for Cypher generation (#10577)
Sometimes you don't want the LLM to be aware of the whole graph schema,
and want it to ignore parts of the graph when it is constructing Cypher
statements.
11 months ago
Palau 89ef440c14
Kay retriever (#10657)
- **Description**: Adding retrievers for [kay.ai](https://kay.ai) and
SEC filings powered by Kay and Cybersyn. Kay provides context as a
service: it's an API built for RAG.
- **Issue**: N/A
- **Dependencies**: Just added a dep to the
[kay](https://pypi.org/project/kay/) package
- **Tag maintainer**: @baskaryan @hwchase17 Discussed in slack
- **Twtter handle:** [@vishalrohra_](https://twitter.com/vishalrohra_)

---------

Co-authored-by: Bagatur <baskaryan@gmail.com>
11 months ago
Harrison Chase 5f13668fa0
Harrison/move vectorstore base (#11030) 11 months ago
Bagatur 3eb79580c2
fix langsmith link in docs (#11027) 11 months ago
Jacob Lee 6d072e97c8
Adds GA to docs (#11022)
CC @baskaryan
11 months ago
Taqi Jaffri b7290f01d8
Batching for hf_pipeline (#10795)
The huggingface pipeline in langchain (used for locally hosted models)
does not support batching. If you send in a batch of prompts, it just
processes them serially using the base implementation of _generate:
https://github.com/docugami/langchain/blob/master/libs/langchain/langchain/llms/base.py#L1004C2-L1004C29

This PR adds support for batching in this pipeline, so that GPUs can be
fully saturated. I updated the accompanying notebook to show GPU batch
inference.

---------

Co-authored-by: Taqi Jaffri <tjaffri@docugami.com>
11 months ago
Massimiliano Pronesti 4322b246aa
docs: add vLLM chat notebook (#10993)
This PR aims at showcasing how to use vLLM's OpenAI-compatible chat API.

### Context
Lanchain already supports vLLM and its OpenAI-compatible `Completion`
API. However, the `ChatCompletion` API was not aligned with OpenAI and
for this reason I've waited for this
[PR](https://github.com/vllm-project/vllm/pull/852) to be merged before
adding this notebook to langchain.
11 months ago
Anar ff732e10f8
LLMRails Embedding (#10959)
LLMRails  Embedding Integration
This PR provides integration with LLMRails. Implemented here are:

langchain/embeddings/llm_rails.py
docs/extras/integrations/text_embedding/llm_rails.ipynb


Hi @hwchase17 after adding our vectorstore integration to langchain with
confirmation of you and @baskaryan, now we want to add our embedding
integration

---------

Co-authored-by: Anar Aliyev <aaliyev@mgmt.cloudnet.services>
Co-authored-by: Bagatur <baskaryan@gmail.com>
11 months ago
Michael Feil 94e31647bd
Support for Gradient.ai embedding (#10968)
Adds support for gradient.ai's embedding model.

This will remain a Draft, as the code will likely be refactored with the
`pip install gradientai` python sdk.
11 months ago
Bagatur 5fd13c22ad
redirect mrkl (#10979) 11 months ago
Bagatur 6f781902ae
vercel fix (#10951) 11 months ago
Bagatur f0408c347f
llm feat table revision (#10947) 11 months ago
Harrison Chase 9062e36722
Harrison/agents structured (#10911) 11 months ago
Bagatur 281a332784
table fix (#10944) 11 months ago
Bagatur 5336d87c15
update feat table (#10939) 11 months ago
Greg Richardson 4eee789dd3
Docs: Using SupabaseVectorStore with existing documents (#10907)
## Description
Adds additional docs on how to use `SupabaseVectorStore` with existing
data in your DB (vs inserting new documents each time).
11 months ago
Bagatur cab55e9bc1
add vertex prod features (#10910)
- chat vertex async
- vertex stream
- vertex full generation info
- vertex use server-side stopping
- model garden async
- update docs for all the above

in follow up will add
[] chat vertex full generation info
[] chat vertex retries
[] scheduled tests
11 months ago
Bagatur dccc20b402
add model feat table (#10921) 11 months ago
Harrison Chase bb3e6cb427
lcel benefits (#10898) 11 months ago
Maksym Diabin 697efd9757
JSONLoader Documentation Fix (#10505)
- Description: 
Updated JSONLoader usage documentation which was making it unusable
- Issue: JSONLoader if used with the documented arguments was failing on
various JSON documents.
- Dependencies: 
no dependencies
- Twitter handle: @TheSlnArchitect
11 months ago
Harrison Chase a1ade48e8f
update agent docs (#10894) 11 months ago
Stefano Lottini 40e836c67e
added Cassandra caches to the llm_caching notebook doc (#10889)
This adds a section on usage of `CassandraCache` and
`CassandraSemanticCache` to the doc notebook about caching LLMs, as
suggested in [this
comment](https://github.com/langchain-ai/langchain/pull/9772/#issuecomment-1710544100)
on a previous merged PR.

I also spotted what looks like a mismatch between different executions
and propose a fix (line 98).

Being the result of several runs, the cell execution numbers are
scrambled somewhat, so I volunteer to refine this PR by (manually)
re-numbering the cells to restore the appearance of a single, smooth
running (for the sake of orderly execution :)
11 months ago
Matvey Arye 6e02c45ca4
Add integration for Timescale Vector(Postgres) (#10650)
**Description:**
This commit adds a vector store for the Postgres-based vector database
(`TimescaleVector`).

Timescale Vector(https://www.timescale.com/ai) is PostgreSQL++ for AI
applications. It enables you to efficiently store and query billions of
vector embeddings in `PostgreSQL`:
- Enhances `pgvector` with faster and more accurate similarity search on
1B+ vectors via DiskANN inspired indexing algorithm.
- Enables fast time-based vector search via automatic time-based
partitioning and indexing.
- Provides a familiar SQL interface for querying vector embeddings and
relational data.

Timescale Vector scales with you from POC to production:
- Simplifies operations by enabling you to store relational metadata,
vector embeddings, and time-series data in a single database.
- Benefits from rock-solid PostgreSQL foundation with enterprise-grade
feature liked streaming backups and replication, high-availability and
row-level security.
- Enables a worry-free experience with enterprise-grade security and
compliance.

Timescale Vector is available on Timescale, the cloud PostgreSQL
platform. (There is no self-hosted version at this time.) LangChain
users get a 90-day free trial for Timescale Vector.

---------

Co-authored-by: Bagatur <baskaryan@gmail.com>
Co-authored-by: Avthar Sewrathan <avthar@timescale.com>
11 months ago
Michael Feil 55570e54e1
gradient.ai LLM intregration (#10800)
- **Description:** This PR implements a new LLM API to
https://gradient.ai
- **Issue:** Feature request for LLM #10745 
- **Dependencies**: No additional dependencies are introduced. 
- **Tag maintainer:** I am opening this PR for visibility, once ready
for review I'll tag.

- ```make format && make lint && make test``` is running.
- added a `integration` and `mock unit` test.


Co-authored-by: michaelfeil <me@michaelfeil.eu>
Co-authored-by: Bagatur <baskaryan@gmail.com>
11 months ago
Harrison Chase 808caca607
beef up agent docs (#10866) 11 months ago
Bagatur 4b558c9e17
update guide imports (#10865) 11 months ago
Sharath Rajasekar 96023f94d9
Add Javelin integration (#10275)
We are introducing the py integration to Javelin AI Gateway
www.getjavelin.io. Javelin is an enterprise-scale fast llm router &
gateway. Could you please review and let us know if there is anything
missing.

Javelin AI Gateway wraps Embedding, Chat and Completion LLMs. Uses
javelin_sdk under the covers (pip install javelin_sdk).

Author: Sharath Rajasekar, Twitter: @sharathr, @javelinai

Thanks!!
11 months ago
Harrison Chase 4074ea4c41
fix databricks docs (#10858) 11 months ago
Bagatur 405ba44d37
more redirects (#10859) 11 months ago
Bagatur 716c925a85
redirect platform to provider (#10857) 11 months ago
Mukit Momin 67c5950df3
Amazon Bedrock Support Streaming (#10393)
### Description

- Add support for streaming with `Bedrock` LLM and `BedrockChat` Chat
Model.
- Bedrock as of now supports streaming for the `anthropic.claude-*` and
`amazon.titan-*` models only, hence support for those have been built.
- Also increased the default `max_token_to_sample` for Bedrock
`anthropic` model provider to `256` from `50` to keep in line with the
`Anthropic` defaults.
- Added examples for streaming responses to the bedrock example
notebooks.

**_NOTE:_**: This PR fixes the issues mentioned in #9897 and makes that
PR redundant.
11 months ago
Bagatur 095f300bf6
add lcel how to index (#10850) 11 months ago
DanielZzz ebe08412ad
fix: chat_models Qianfan not compatiable with SystemMessage (#10642)
- **Description:** QianfanEndpoint bugs for SystemMessages. When the
`SystemMessage` is input as the messages to
`chat_models.QianfanEndpoint`. A `TypeError` will be raised.
  - **Issue:** #10643
  - **Dependencies:** 
  - **Tag maintainer:** @baskaryan
  - **Twitter handle:** no
11 months ago
Aashish Saini 7395c28455
corrected spelling (#62) (#10816) 11 months ago
zhanghexian 0abe996409
add clustered vearch in langchain (#10771)
---------

Co-authored-by: zhanghexian1 <zhanghexian1@jd.com>
Co-authored-by: Bagatur <baskaryan@gmail.com>
Co-authored-by: Harrison Chase <hw.chase.17@gmail.com>
11 months ago
HeTaoPKU f505320a73
Add Minimax chat model (#10776)
resolve the merging issues for
https://github.com/langchain-ai/langchain/pull/6757

---------

Co-authored-by: 何涛 <taohe@bytedance.com>
11 months ago
Anar c656a6b966
LLMRails (#10796)
### LLMRails Integration
This PR provides integration with LLMRails. Implemented here are:

langchain/vectorstore/llm_rails.py
tests/integration_tests/vectorstores/test_llm_rails.py
docs/extras/integrations/vectorstores/llm-rails.ipynb

---------

Co-authored-by: Anar Aliyev <aaliyev@mgmt.cloudnet.services>
Co-authored-by: Bagatur <baskaryan@gmail.com>
11 months ago
Harrison Chase 1dae3c383e
Harrison/add submodule to docs (#10803) 11 months ago
Harrison Chase 5d0493f652
improve notebook (#10804) 11 months ago
Harrison Chase d2bee34d4c
Harrison/add vald (#10807)
Co-authored-by: datelier <57349093+datelier@users.noreply.github.com>
11 months ago
Mateusz Wosinski a29cd89923
Synthetic data generation (#9759)
### Description

Implements synthetic data generation with the fields and preferences
given by the user. Adds showcase notebook.
Corresponding prompt was proposed for langchain-hub.

### Example

```
output = chain({"fields": {"colors": ["blue", "yellow"]}, "preferences": {"style": "Make it in a style of a weather forecast."}})
print(output)

# {'fields': {'colors': ['blue', 'yellow']},
 'preferences': {'style': 'Make it in a style of a weather forecast.'},
 'text': "Good morning! Today's weather forecast brings a beautiful combination of colors to the sky, with hues of blue and yellow gently blending together like a mesmerizing painting."}
```

### Twitter handle 

@deepsense_ai @matt_wosinski

---------

Co-authored-by: Bagatur <baskaryan@gmail.com>
11 months ago
Mateusz Wosinski 720f6dbaac
Add XMLOutputParser (#10051)
**Description**
Adds new output parser, this time enabling the output of LLM to be of an
XML format. Seems to be particularly useful together with Claude model.
Addresses [issue
9820](https://github.com/langchain-ai/langchain/issues/9820).

**Twitter handle**
@deepsense_ai @matt_wosinski
11 months ago
Aashish Saini 33781ac4a2
Update sequential_chains.mdx (#64) (#10793)
Fixed some more grammatical issues
@baskaryan

Co-authored-by: ManpreetShorthillsAI <142380984+ManpreetShorthillsAI@users.noreply.github.com>
Co-authored-by: Aashish Saini <141953346+AashishSainiShorthillsAI@users.noreply.github.com>
Co-authored-by: AryamanJaiswalShorthillsAI <142397527+AryamanJaiswalShorthillsAI@users.noreply.github.com>
Co-authored-by: Adarsh Shrivastav <142413097+AdarshKumarShorthillsAI@users.noreply.github.com>
Co-authored-by: Vishal <141389263+VishalYadavShorthillsAI@users.noreply.github.com>
Co-authored-by: ChetnaGuptaShorthillsAI <142381084+ChetnaGuptaShorthillsAI@users.noreply.github.com>
Co-authored-by: PankajKumarShorthillsAI <142473460+PankajKumarShorthillsAI@users.noreply.github.com>
Co-authored-by: AbhishekYadavShorthillsAI <142393903+AbhishekYadavShorthillsAI@users.noreply.github.com>
Co-authored-by: AmitSinghShorthillsAI <142410046+AmitSinghShorthillsAI@users.noreply.github.com>
Co-authored-by: Md Nazish Arman <142379599+MdNazishArmanShorthillsAI@users.noreply.github.com>
Co-authored-by: KamalSharmaShorthillsAI <142474019+KamalSharmaShorthillsAI@users.noreply.github.com>
Co-authored-by: Lakshya <lakshyagupta87@yahoo.com>
Co-authored-by: Aayush <142384656+AayushShorthillsAI@users.noreply.github.com>
Co-authored-by: AnujMauryaShorthillsAI <142393269+AnujMauryaShorthillsAI@users.noreply.github.com>
Co-authored-by: Saransh Sharma <142397365+SaranshSharmaShorthillsAI@users.noreply.github.com>
Co-authored-by: GhayurHamzaShorthillsAI <136243850+GhayurHamzaShorthillsAI@users.noreply.github.com>
Co-authored-by: Puneet Dhiman <142409038+PuneetDhimanShorthillsAI@users.noreply.github.com>
Co-authored-by: Riya Rana <142411643+RiyaRanaShorthillsAI@users.noreply.github.com>
11 months ago
Bagatur 73afd72e1d
fix qa structured link (#10799)
redirect not working for some reason
11 months ago
Aashish Saini 1b050b98f5
Corrected some spelling mistakes and grammatical errors (#10791)
Corrected some spelling mistakes and grammatical errors
CC: @baskaryan, @eyurtsev, @hwchase17.

---------

Co-authored-by: Ishita Chauhan <136303787+IshitaChauhanShortHillsAI@users.noreply.github.com>
Co-authored-by: Aashish Saini <141953346+AashishSainiShorthillsAI@users.noreply.github.com>
Co-authored-by: ManpreetShorthillsAI <142380984+ManpreetShorthillsAI@users.noreply.github.com>
Co-authored-by: AryamanJaiswalShorthillsAI <142397527+AryamanJaiswalShorthillsAI@users.noreply.github.com>
Co-authored-by: Adarsh Shrivastav <142413097+AdarshKumarShorthillsAI@users.noreply.github.com>
Co-authored-by: Vishal <141389263+VishalYadavShorthillsAI@users.noreply.github.com>
Co-authored-by: ChetnaGuptaShorthillsAI <142381084+ChetnaGuptaShorthillsAI@users.noreply.github.com>
Co-authored-by: PankajKumarShorthillsAI <142473460+PankajKumarShorthillsAI@users.noreply.github.com>
Co-authored-by: AbhishekYadavShorthillsAI <142393903+AbhishekYadavShorthillsAI@users.noreply.github.com>
Co-authored-by: AmitSinghShorthillsAI <142410046+AmitSinghShorthillsAI@users.noreply.github.com>
Co-authored-by: Md Nazish Arman <142379599+MdNazishArmanShorthillsAI@users.noreply.github.com>
Co-authored-by: KamalSharmaShorthillsAI <142474019+KamalSharmaShorthillsAI@users.noreply.github.com>
Co-authored-by: Lakshya <lakshyagupta87@yahoo.com>
Co-authored-by: Aayush <142384656+AayushShorthillsAI@users.noreply.github.com>
Co-authored-by: AnujMauryaShorthillsAI <142393269+AnujMauryaShorthillsAI@users.noreply.github.com>
Co-authored-by: ishita <chauhanishita5356@gmail.com>
11 months ago
Raunak Chowdhuri b338e492fc
Remembrall Integration (#10767)
- **Description:** Added integration instructions for Remembrall. 
  - **Tag maintainer:** @hwchase17 
  - **Twitter handle:** @raunakdoesdev

Fun fact, this project originated at the Modal Hackathon in NYC where it
won the Best LLM App prize sponsored by Langchain. Thanks for your
support 🦜
11 months ago
Aashish Saini 6a98974bd0
Update argilla.ipynb with spelling fix (#10611)
Fixed spelling of **responses** and removed extra "the"
11 months ago
Jacob Lee 71025013f8
Update routing cookbook to include a RunnableBranch example (#10754)
~~Because we can't pass extra parameters into a prompt, we have to
prepend a function before the runnable calls in the branch and it's a
bit less elegant than I'd like.~~

All good now that #10765 has landed!

@eyurtsev @hwchase17

---------

Co-authored-by: Harrison Chase <hw.chase.17@gmail.com>
11 months ago
Taqi Jaffri 54763a61f8
fix broken link in docugami loader docs (#10753)
Just fixing the link to the self query retriever in docugami loader docs

Co-authored-by: Taqi Jaffri <tjaffri@docugami.com>
11 months ago
Bagatur 4c80978ec6
mv data bricks sql page (#10748) 11 months ago
Harrison Chase e404fd39dd
add anthropic page (#10666) 11 months ago
Jiayi Ni ce61840e3b
ENH: Add `llm_kwargs` for Xinference LLMs (#10354)
- This pr adds `llm_kwargs` to the initialization of Xinference LLMs
(integrated in #8171 ).
- With this enhancement, users can not only provide `generate_configs`
when calling the llms for generation but also during the initialization
process. This allows users to include custom configurations when
utilizing LangChain features like LLMChain.
- It also fixes some format issues for the docstrings.
11 months ago
Bagatur d21a494a27
mention how-to in LCEL index (#10727) 11 months ago
Bagatur 3992c1ae9b
runnable bind how to nit (#10718) 11 months ago
Bagatur c3e52ba8ab
Runnable fallbacks howto (#10717) 11 months ago
Bagatur 441a5c2b30
Runnable binding how to (#10716) 11 months ago
Bagatur 4a7da3ce3b
add runnable map how to (#10715) 11 months ago
Bagatur 8371a8a0c6
Mv LCEL routing doc (#10713)
Move to how-to
11 months ago
Bagatur 5fda838346
Docs intro nit (#10712) 11 months ago
Bagatur f9561fd7c5
docs intro nit (#10711) 11 months ago
Harrison Chase 5442d2b1fa
Harrison/stop importing from init (#10690) 11 months ago
Joshua Sundance Bailey c4e591a57d
OpenAI function calling docstring and notebook imports (#10663)
This PR is a documentation fix.

Description:
* fixes imports in the code samples in the docstrings of
`create_openai_fn_chain` and `create_structured_output_chain`
* fixes imports in
`docs/extras/modules/chains/how_to/openai_functions.ipynb`
* removes unused imports from the notebook

Issues:
* the docstrings use `from pydantic_v1 import BaseModel, Field` which
this PR changes to `from langchain.pydantic_v1 import BaseModel, Field`
* importing `pydantic` instead of `langchain.pydantic_v1` leads to
errors later in the notebook
11 months ago
xleven 6f36bc6d38
add WeChat chat loader notebook (#10672)
Like
[DiscordChatLoader](https://python.langchain.com/docs/integrations/chat_loaders/discord)
(as mentioned in #9708), this notebook is a demonstration of
WeChatChatLoader based on copy-pasting WeChat messages dump.
11 months ago
Nino Risteski 91f1af0a93
Update community.md (#10676)
fixed typos
11 months ago
Harrison Chase a5ca0ca6e7
update quickstart to use lcel (#10687) 11 months ago
Harrison Chase bdd9fe4066
docs refresh intro (#10683) 11 months ago
Harrison Chase 116cc7998c
update partners first sentence for preview (#10665) 11 months ago
Joshua Sundance Bailey 0a1dc04875
PydanticOutputParser doc nb: use langchain.pydantic_v1; remove unused imports (#10651)
Description: This PR changes the import section of the
`PydanticOutputParser` notebook.
* Import from `langchain.pydantic_v1` instead of `pydantic`
* Remove unused imports

Issue: running the notebook as written, when pydantic v2 is installed,
results in the following:
```python
PydanticDeprecatedSince20: Pydantic V1 style `@validator` validators are deprecated. You should migrate to Pydantic V2 style `@field_validator` validators, see the migration guide for more details. Deprecated in Pydantic V2.0 to be removed in V3.0. See Pydantic V2 Migration Guide at https://errors.pydantic.dev/2.3/migration/
```
[...]
```python
PydanticUserError: The `field` and `config` parameters are not available in Pydantic V2, please use the `info` parameter instead.

For further information visit https://errors.pydantic.dev/2.3/u/validator-field-config-info
```
11 months ago
Harrison Chase a07491cfdc
add routing notebook (#10587) 11 months ago
Ikko Eltociear Ashimine f6e5632c84
Fix typo in google_vertex_ai_palm.ipynb (#10631)
seperate -> separate
11 months ago
Jiří Moravčík 75c04f0833
docs: Add question answering over a website to web scraping (#10637)
**Description:**
I've added a new use-case to the Web scraping docs. I also fixed some
typos in the existing text.

---------

Co-authored-by: davidjohnbarton <41335923+davidjohnbarton@users.noreply.github.com>
11 months ago
Gökhan Geyik 976a18c1d5
fix: Lemon AI Analytics broken link (#10641)
**Description**

The [current redirect
link](https://github.com/felixbrock/lemonai-analytics) gives 404 error
replace it with the [correct
link](https://github.com/felixbrock/lemon-agent/blob/main/apps/analytics/README.md)

Resource: https://python.langchain.com/docs/integrations/tools/lemonai
11 months ago
Bagatur 3fb9cfb4ae
openai docs nit (#10656) 11 months ago
Bagatur c7bd3b918c
use cases sidebar nit (#10655) 11 months ago
Bagatur f0fdf3d063
cleanup sql use case docs (#10654) 11 months ago
Bagatur 2ae568dcf5
Separate platforms integrations docs (#10609) 11 months ago
Jeffrey Morgan 6d3670c7d8
Use `OllamaEmbeddings` in ollama examples (#10616)
This change the Ollama examples to use `OllamaEmbeddings` for generating
embeddings.
11 months ago
Nuno Campos c0e1a1d32c
Add missing dep in lcel cookbook (#10636)
Add missing dependency
11 months ago
Aashish Saini f9f1340208
Fixed some grammatical and spelling errors (#10595)
Fixed some grammatical and spelling errors
11 months ago
Ackermann Yuriy 5e50b89164
Added embeddings support for ollama (#10124)
- Description: Added support for Ollama embeddings
  - Issue: the issue # it fixes (if applicable),
  - Dependencies: N/A
- Tag maintainer: for a quicker response, tag the relevant maintainer
(see below),
  - Twitter handle: @herrjemand

cc  https://github.com/jmorganca/ollama/issues/436
11 months ago
Bagatur 48a4efc51a
Bagatur/update replicate nb (#10605) 11 months ago
Bagatur 77a165e0d9
fix replicate output type (#10598) 11 months ago
Aashish Saini 7608f85f13
Removed duplicate heading (#10570)
**I recently reviewed the content and identified that there heading
appeared twice on the docs.**
12 months ago
Bagatur 7f3f6097e7
Add mmr support to redis retriever (#10556) 12 months ago
Tomaz Bratanic e1e01d6586
Add Neo4j vector index hybrid search (#10442)
Adding support for Neo4j vector index hybrid search option. In Neo4j,
you can achieve hybrid search by using a combination of vector and
fulltext indexes.

---------

Co-authored-by: Bagatur <baskaryan@gmail.com>
12 months ago
William FH 596f294b01
Update LangSmith Walkthrough (#10564) 12 months ago
ItzPAX cbb4860fcd
fix typo in aleph_alpha.ipynb (#10478)
fixes the aleph_alpha.ipynb typo from contnt to content
12 months ago
stonekim adabdfdfc7
Add Baidu Qianfan endpoint for LLM (#10496)
- Description:
* Baidu AI Cloud's [Qianfan
Platform](https://cloud.baidu.com/doc/WENXINWORKSHOP/index.html) is an
all-in-one platform for large model development and service deployment,
catering to enterprise developers in China. Qianfan Platform offers a
wide range of resources, including the Wenxin Yiyan model (ERNIE-Bot)
and various third-party open-source models.
- Issue: none
- Dependencies: 
    * qianfan
- Tag maintainer: @baskaryan
- Twitter handle:

---------

Co-authored-by: Bagatur <baskaryan@gmail.com>
12 months ago
Leonid Ganeline f4e6eac3b6
docs: `self-query` consistency (#10502)
The `self-que[ring`
navbar](https://python.langchain.com/docs/modules/data_connection/retrievers/self_query/)
has repeated `self-quering` repeated in each menu item. I've simplified
it to be more readable
- removed `self-quering` from a title of each page;
- added description to the vector stores
- added description and link to the Integration Card
(`integrations/providers`) of the vector stores when they are missed.
12 months ago
Stefano Lottini 415d38ae62
Cassandra Vector Store, add metadata filtering + improvements (#9280)
This PR addresses a few minor issues with the Cassandra vector store
implementation and extends the store to support Metadata search.

Thanks to the latest cassIO library (>=0.1.0), metadata filtering is
available in the store.

Further,
- the "relevance" score is prevented from being flipped in the [0,1]
interval, thus ensuring that 1 corresponds to the closest vector (this
is related to how the underlying cassIO class returns the cosine
difference);
- bumped the cassIO package version both in the notebooks and the
pyproject.toml;
- adjusted the textfile location for the vector-store example after the
reshuffling of the Langchain repo dir structure;
- added demonstration of metadata filtering in the Cassandra vector
store notebook;
- better docstring for the Cassandra vector store class;
- fixed test flakiness and removed offending out-of-place escape chars
from a test module docstring;

To my knowledge all relevant tests pass and mypy+black+ruff don't
complain. (mypy gives unrelated errors in other modules, which clearly
don't depend on the content of this PR).

Thank you!
Stefano

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Co-authored-by: Bagatur <baskaryan@gmail.com>
12 months ago
Joshua Sundance Bailey 85e05fa5d6
ArcGISLoader: add keyword arguments, error handling, and better tests (#10558)
* More clarity around how geometry is handled. Not returned by default;
when returned, stored in metadata. This is because it's usually a waste
of tokens, but it should be accessible if needed.
* User can supply layer description to avoid errors when layer
properties are inaccessible due to passthrough access.
* Enhanced testing
* Updated notebook

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Co-authored-by: Connor Sutton <connor.sutton@swca.com>
Co-authored-by: connorsutton <135151649+connorsutton@users.noreply.github.com>
12 months ago
wxd f9636b6cd2
add vearch repository link (#10491)
- Description: add vearch repository link
12 months ago
Bagatur 97122fb577
Integration with ElevenLabs text to speech (#10181)
- Description: adds integration with ElevenLabs text-to-speech
[component](https://github.com/elevenlabs/elevenlabs-python) in the
similar way it has been already done for [azure cognitive
services](https://github.com/langchain-ai/langchain/blob/master/libs/langchain/langchain/tools/azure_cognitive_services/text2speech.py)
  - Dependencies: elevenlabs
  - Twitter handle: @deepsense_ai, @matt_wosinski
- Future plans: refactor both implementations in order to avoid dumping
speech file, but rather to keep it in memory.
12 months ago