Commit Graph

3558 Commits (7230e430db69ece9d2efa440f0f7c9f7a90cedec)

Author SHA1 Message Date
Sean 540f384197
partner: Upstage quick documentation update (#20869)
* Updating the provider docs page. 
The RAG example was meant to be moved to cookbook, but was merged by
mistake.

* Fix bug in Groundedness Check

---------

Co-authored-by: JuHyung-Son <sonju0427@gmail.com>
Co-authored-by: Erick Friis <erick@langchain.dev>
5 months ago
Mish Ushakov 6ccecf2363
community[minor]: added Browserbase loader (#20478) 5 months ago
aditya thomas 9e694963a4
docs: custom callback handlers page (#20494)
**Description:** Update to the Callbacks page on custom callback
handlers
**Issue:** #20493 
**Dependencies:** None

---------

Co-authored-by: Bagatur <22008038+baskaryan@users.noreply.github.com>
Co-authored-by: Bagatur <baskaryan@gmail.com>
5 months ago
jtanios 2968f20970
docs: git dependency name correction (#20662)
This PR corrects the name of the `git` python package to `GitPython`.

Co-authored-by: Bagatur <22008038+baskaryan@users.noreply.github.com>
5 months ago
ccurme 481d3855dc
patch: remove usage of llm, chat model __call__ (#20788)
- `llm(prompt)` -> `llm.invoke(prompt)`
- `llm(prompt=prompt` -> `llm.invoke(prompt)` (same with `messages=`)
- `llm(prompt, callbacks=callbacks)` -> `llm.invoke(prompt,
config={"callbacks": callbacks})`
- `llm(prompt, **kwargs)` -> `llm.invoke(prompt, **kwargs)`
5 months ago
Raghav Dixit 9b7fb381a4
community[patch]: LanceDB integration patch update (#20686)
Description : 

- added functionalities - delete, index creation, using existing
connection object etc.
- updated usage 
- Added LaceDB cloud OSS support

make lint_diff , make test checks done
5 months ago
Salika Dave 6353991498
docs: [Retrieval > .. > PDF] update package installation instructions for Unstructured and PDFMiner (#20723)
**Description:** Adds the command to install packages required before
using _Unstructured_ and _PDFMiner_ from `langchain.community`
**Documentation Page Being Updated:** [LangChain > Retrieval > Document
loaders > PDF > Using
Unstructured](https://python.langchain.com/docs/modules/data_connection/document_loaders/pdf/#using-unstructured)
**Issue:** #20719 
**Dependencies:** no dependencies
**Twitter handle:** SalikaDave

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---------

Co-authored-by: Bagatur <22008038+baskaryan@users.noreply.github.com>
5 months ago
dpdjvhxm a9e2e98708
docs: Update apache_age.ipynb (#20722)
typo
5 months ago
junkeon c8fd51e8c8
upstage: Add Upstage partner package LA and GC (#20651)
---------

Co-authored-by: Sean <chosh0615@gmail.com>
Co-authored-by: Erick Friis <erick@langchain.dev>
Co-authored-by: Sean Cho <sean@upstage.ai>
5 months ago
hsmtkk 5ecebf168c
docs: imported List is not used (#20720)
# Description

Minor sample code fix

# Issue

Imported `List` is not used.

# Dependencies

N/A

# Twitter handle

N/A
5 months ago
volodymyr-memsql 493afe4d8d
community[patch]: add hybrid search to singlestoredb vectorstore (#20793)
Implemented the ability to enable full-text search within the
SingleStore vector store, offering users a versatile range of search
strategies. This enhancement allows users to seamlessly combine
full-text search with vector search, enabling the following search
strategies:

* Search solely by vector similarity.
* Conduct searches exclusively based on text similarity, utilizing
Lucene internally.
* Filter search results by text similarity score, with the option to
specify a threshold, followed by a search based on vector similarity.
* Filter results by vector similarity score before conducting a search
based on text similarity.
* Perform searches using a weighted sum of vector and text similarity
scores.

Additionally, integration tests have been added to comprehensively cover
all scenarios.
Updated notebook with examples.

CC: @baskaryan, @hwchase17

---------

Co-authored-by: Volodymyr Tkachuk <vtkachuk-ua@singlestore.com>
Co-authored-by: Bagatur <baskaryan@gmail.com>
5 months ago
Leonid Ganeline 13751c3297
community: `tigergraph` fixes (#20034)
- added guard on the `pyTigerGraph` import
- added a missed example page in the `docs/integrations/graphs/`
- formatted the `docs/integrations/providers/` page to the consistent
format. Added links.
5 months ago
Martin Kolb 0186e4e633
community[patch]: Advanced filtering for HANA Cloud Vector Engine (#20821)
- **Description:**
This PR adds support for advanced filtering to the integration of HANA
Vector Engine.
The newly supported filtering operators are: $eq, $ne, $gt, $gte, $lt,
$lte, $between, $in, $nin, $like, $and, $or

  - **Issue:** N/A
  - **Dependencies:** no new dependencies added

Added integration tests to:
`libs/community/tests/integration_tests/vectorstores/test_hanavector.py`

Description of the new capabilities in notebook:
`docs/docs/integrations/vectorstores/hanavector.ipynb`
5 months ago
Alex Sherstinsky 12e5ec6de3
community: Support both Predibase SDK-v1 and SDK-v2 in Predibase-LangChain integration (#20859) 5 months ago
Erick Friis 8c95ac3145
docs, multiple: de-beta with_structured_output (#20850) 5 months ago
aditya thomas a9c7d47c03
docs: update openai llm documentation (#20827)
**Description:** Bring OpenAI LLM page to the LCEL era
**Issue:** See discussion #20810
**Dependencies:** None
5 months ago
Pavlo Paliychuk 70ae59bcfe
docs: Update Zep Messaging, add links to Zep Cloud Docs (#20848)
Thank you for contributing to LangChain!

- [x] **PR title**: docs: Update Zep Messaging, add links to Zep Cloud
Docs

- [x] **PR message**: 
- **Description:** This PR updates Zep messaging in the docs + links to
Langchain Zep Cloud examples in our documentation
    - **Twitter handle:** @paulpaliychuk51


- [x] **Add tests and docs**: 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.


- [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:
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- 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.
5 months ago
Bagatur 87d31a3ec0
docs: contributing note (#20843) 5 months ago
ccurme 42de5168b1
langchain: deprecate LLMChain, RetrievalQA, and ConversationalRetrievalChain (#20751) 5 months ago
Stefano Ottolenghi 4f67ce485a
docs: Fix typo to render list (#20774)
This _should_ fix the currently broken list in the [Neo4jVector
page](https://python.langchain.com/docs/integrations/vectorstores/neo4jvector/).

![Screenshot from 2024-04-23
08-40-37](https://github.com/langchain-ai/langchain/assets/114478074/ab5ad622-879e-4764-93db-5f502eae479b)
5 months ago
Oleksandr Yaremchuk 9428923bab
experimental[minor]: upgrade the prompt injection model (#20783)
- **Description:** In January, Laiyer.ai became part of ProtectAI, which
means the model became owned by ProtectAI. In addition to that,
yesterday, we released a new version of the model addressing issues the
Langchain's community and others mentioned to us about false-positives.
The new model has a better accuracy compared to the previous version,
and we thought the Langchain community would benefit from using the
[latest version of the
model](https://huggingface.co/protectai/deberta-v3-base-prompt-injection-v2).
- **Issue:** N/A
- **Dependencies:** N/A
- **Twitter handle:** @alex_yaremchuk
5 months ago
Chen94yue b481b73805
Update custom_retriever.ipynb (#20776)
Fixed an error in the sample code to ensure that the code can run
directly.

Thank you for contributing to LangChain!

- [ ] **PR title**: "package: description"
- Where "package" is whichever of langchain, community, core,
experimental, etc. is being modified. Use "docs: ..." for purely docs
changes, "templates: ..." for template changes, "infra: ..." for CI
changes.
  - Example: "community: add foobar LLM"


- [ ] **PR message**: ***Delete this entire checklist*** and replace
with
    - **Description:** a description of the change
    - **Issue:** the issue # it fixes, if applicable
    - **Dependencies:** any dependencies required for this change
- **Twitter handle:** if your PR gets announced, and you'd like a
mention, we'll gladly shout you out!


- [ ] **Add tests and docs**: 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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- [ ] **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.
5 months ago
Bagatur ed980601e1
docs: update examples in api ref (#20768) 5 months ago
Bagatur be51cd3bc9
docs: fix api ref link autogeneration (#20766) 5 months ago
monke111 c807f0a6dd
Update google_drive.ipynb (#20731)
langchain_community.document_loaders depricated 
new langchain_google_community

Thank you for contributing to LangChain!

- [ ] **PR title**: "package: description"
- Where "package" is whichever of langchain, community, core,
experimental, etc. is being modified. Use "docs: ..." for purely docs
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changes.
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- [ ] **PR message**: ***Delete this entire checklist*** and replace
with
    - **Description:** a description of the change
    - **Issue:** the issue # it fixes, if applicable
    - **Dependencies:** any dependencies required for this change
- **Twitter handle:** if your PR gets announced, and you'd like a
mention, we'll gladly shout you out!


- [ ] **Add tests and docs**: 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.


- [ ] **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.
5 months ago
Katarina Supe dc61e23886
docs: update Memgraph docs (#20736)
- **Description:** Memgraph Platform is being run differently now so I
updated this (I am DX engineer from Memgraph).
5 months ago
Bagatur fa4d6f9f8b
docs: install partner pkgs vercel (#20761) 5 months ago
Bagatur 2a11a30572
docs: automatically add api ref links (#20755)
![Screenshot 2024-04-22 at 1 51 13
PM](https://github.com/langchain-ai/langchain/assets/22008038/b8b09fec-3800-4b97-bd26-5571b8308f4a)
5 months ago
ccurme c010ec8b71
patch: deprecate (a)get_relevant_documents (#20477)
- `.get_relevant_documents(query)` -> `.invoke(query)`
- `.get_relevant_documents(query=query)` -> `.invoke(query)`
- `.get_relevant_documents(query, callbacks=callbacks)` ->
`.invoke(query, config={"callbacks": callbacks})`
- `.get_relevant_documents(query, **kwargs)` -> `.invoke(query,
**kwargs)`

---------

Co-authored-by: Erick Friis <erick@langchain.dev>
5 months ago
A Noor 939d113d10
docs: Fixed grammar mistake (#20697)
Description: Changed "You are" to "You are a". Grammar issue.
Dependencies: None

Co-authored-by: Bagatur <22008038+baskaryan@users.noreply.github.com>
5 months ago
Leonid Kuligin 5ae738c4fe
docs: on google-genai vs google-vertexai (#20713)
Thank you for contributing to LangChain!

- [ ] **PR title**: "docs: added a description of differences
langchain_google_genai vs langchain_google_vertexai"


- [ ]
- **Description:** added a description of differences
langchain_google_genai vs langchain_google_vertexai
5 months ago
shumway743 cb6e5e56c2
community[minor]: add graph store implementation for apache age (#20582)
**Description:** implemented GraphStore class for Apache Age graph db

**Dependencies:** depends on psycopg2

Unit and integration tests included. Formatting and linting have been
run.

---------

Co-authored-by: Bagatur <22008038+baskaryan@users.noreply.github.com>
Co-authored-by: Bagatur <baskaryan@gmail.com>
5 months ago
Erick Friis e5f5d9ff56
docs: aws listing (#20674) 5 months ago
Mateusz Szewczyk 75ffe51bbe
ibm: Add support for Embedding Models (#20647)
---------

Co-authored-by: Erick Friis <erick@langchain.dev>
5 months ago
Tomaz Bratanic 3d9b26fc28
Update neo4j vector documentation (#20455)
Co-authored-by: Chester Curme <chester.curme@gmail.com>
Co-authored-by: Erick Friis <erick@langchain.dev>
5 months ago
Saurabh Chalke 3dd6266bcc
docs: Remove Duplicate --quiet Flag in Installation Command in LangSmith Docs (#20121)
**Description:** This pull request removes a duplicated `--quiet` flag
in the pip install command found in the LangSmith Walkthrough section of
the documentation.

**Issue:** N/A

**Dependencies:** None
5 months ago
Aditya 6a97448928
Updated Tutorials for Vertex Vector Search (#20376)
Thank you for contributing to LangChain!

- [ ] **PR title**: "package: docs"


- [ ] **PR message**: 
    - **Description:** Updated Tutorials for Vertex Vector Search
    - **Issue:** NA
    - **Dependencies:** NA
- **Twitter handle:** if your PR gets announced, and you'd like a
mention, we'll gladly shout you out!

@lkuligin for review

---------

Co-authored-by: adityarane@google.com <adityarane@google.com>
Co-authored-by: Leonid Kuligin <lkuligin@yandex.ru>
Co-authored-by: Chester Curme <chester.curme@gmail.com>
5 months ago
Boris Djurdjevic c5aab9afe3
docs: Fix minor typo in data_connection/document_loaders/custom (#20648)
**Description:**
Minor documentation typo fix in
`data_connection/document_loaders/custom`: `thta's` -> `that's`
5 months ago
Leonid Ganeline beebd73f95
docs: `integrations/retrievers` cleanup (#20357)
Fixed format inconsistencies; added descriptions, links.
5 months ago
Leonid Ganeline 0b99e9201d
docs: providers `alibaba` update (#20560)
Added missed integrations to the Alibaba Cloud provider page
5 months ago
Leonid Ganeline 27a4682415
docs: imports update (#20625)
Updated imports in docs

Co-authored-by: Erick Friis <erick@langchain.dev>
5 months ago
Ethan Yang 53ae77b13e
docs: Update openvino example documents links (#20638) 5 months ago
Sivaudha baedc3ec0a
langchain[minor]: Databricks vector search self query integration (#20627)
- Enable self querying feature for databricks vector search

---------

Co-authored-by: Bagatur <baskaryan@gmail.com>
Co-authored-by: Bagatur <22008038+baskaryan@users.noreply.github.com>
5 months ago
Charlie Holtz 1cbab0ebda
community: update Replicate to work with official models (#20633)
Description: you don't need to pass a version for Replicate official
models. That was broken on LangChain until now!

You can now run: 

```
llm = Replicate(
    model="meta/meta-llama-3-8b-instruct",
    model_kwargs={"temperature": 0.75, "max_length": 500, "top_p": 1},
)
prompt = """
User: Answer the following yes/no question by reasoning step by step. Can a dog drive a car?
Assistant:
"""
llm(prompt)
```

I've updated the replicate.ipynb to reflect that.

twitter: @charliebholtz

---------

Co-authored-by: Erick Friis <erick@langchain.dev>
5 months ago
Lance Martin d5c22b80a5
community[patch]: Fix Ollama for LLaMA3 (#20624)
We see verbose generations w/ LLaMA3 and Ollama - 

https://smith.langchain.com/public/88c4cd21-3d57-4229-96fe-53443398ca99/r

--- 

Fix here implies that when stop was being set to an empty list, the
stream had no conditions under which to stop, which could lead to
excessive or unintended output.

Test LLaMA2 - 

https://smith.langchain.com/public/57dfc64a-591b-46fa-a1cd-8783acaefea2/r

Test LLaMA3 - 

https://smith.langchain.com/public/76ff5f47-ac89-4772-a7d2-5caa907d3fd6/r

https://smith.langchain.com/public/a31d2fad-9094-4c93-949a-964b27630ccb/r

Test Mistral -

https://smith.langchain.com/public/a4fe7114-c308-4317-b9fd-6c86d31f1c5b/r

---------

Co-authored-by: Erick Friis <erick@langchain.dev>
5 months ago
Erick Friis 726234eee5
infra: fix doc imports ci (#20629) 5 months ago
naaive 6f0d4f3f09
docs: Update body_func to hybrid_query in ElasticsearchRetriever (#20498) 5 months ago
Eugene Yurtsev e3bd521654
docs: Remove example vsdx data (#20620)
VSDX data contains EMF files. Some of these apparently can contain
exploits with some Adobe tools.

This is likely a false positive from antivirus software, but we
can remove it nonetheless.
5 months ago
Dhruv Chawla c0548eb632
docs: Update uptrain.ipynb to show outputs (#20551)
Hey @eyurtsev, I noticed that the notebook isn't displaying the outputs
properly. I've gone ahead and rerun the cells to ensure that readers can
easily understand the functionality without having to run the code
themselves.
5 months ago
Leonid Ganeline 520ef24fb9
docs: import update (#20610)
Updated imports
5 months ago
Ethan Yang 2d6d796040
community: Add save_model function for openvino reranker and embedding (#19896) 5 months ago
zR 9c1d7f2405
update zhipuai notebook (#20595)
fix timeout issue
fix zhipuai usecase notebookbook

Thank you for contributing to LangChain!

- [ ] **PR title**: "package: description"
- Where "package" is whichever of langchain, community, core,
experimental, etc. is being modified. Use "docs: ..." for purely docs
changes, "templates: ..." for template changes, "infra: ..." for CI
changes.
  - Example: "community: add foobar LLM"


- [ ] **PR message**: ***Delete this entire checklist*** and replace
with
    - **Description:** a description of the change
    - **Issue:** the issue # it fixes, if applicable
    - **Dependencies:** any dependencies required for this change
- **Twitter handle:** if your PR gets announced, and you'd like a
mention, we'll gladly shout you out!


- [ ] **Add tests and docs**: 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.


- [ ] **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.
5 months ago
Justsosostar 697d98cac9
fix typo in langchain/docs/docs/intergrations/tools/nuclia.ipynb (#20591)
Thank you for contributing to LangChain!

- [x] **PR title**: "package: description"
- Where "package" is whichever of langchain, community, core,
experimental, etc. is being modified. Use "docs: ..." for purely docs
changes, "templates: ..." for template changes, "infra: ..." for CI
changes.
  - Example: "community: add foobar LLM"


- [ ] **PR message**: ***Delete this entire checklist*** and replace
with
    - **Description:** a description of the change
    - **Issue:** the issue # it fixes, if applicable
    - **Dependencies:** any dependencies required for this change
- **Twitter handle:** if your PR gets announced, and you'd like a
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- [ ] **Add tests and docs**: If you're adding a new integration, please
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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.


- [ ] **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.
5 months ago
aditya thomas 8bad536c6c
docs[callbacks]: update to the FileCallbackHandler documentation (#20496)
**Description:** Update to the `FileCallbackHandler` documentation
**Issue:** #20493 
**Dependencies:** None
5 months ago
Erick Friis 084bedd16e
docs: nits (#20577) 5 months ago
Erick Friis e395115807
docs: aws docs updates (#20571) 5 months ago
Erick Friis f09bd0b75b
upstage: init package (#20574)
Co-authored-by: Sean Cho <sean@upstage.ai>
Co-authored-by: JuHyung-Son <sonju0427@gmail.com>
5 months ago
Jacob Lee 8b09e81496
Lock low level dep to fix Vercel docs build (#20573)
@baskaryan @efriis 

TODO: Figure out why our lockfile isn't being respected here
5 months ago
Guangdong Liu 55dd349472
docs: Get rid of ZeroShotAgent and use create_react_agent instead (#20154)
- **Issue:** close #20122
 - @baskaryan, @eyurtsev.
5 months ago
Guangdong Liu 1e3b07aae2
docs: Get rid of ZeroShotAgent and use create_react_agent instead (#20155)
- **Issue:** #20122
- @baskaryan,@eyurtsev
5 months ago
Sevin F. Varoglu 3f156e0ece
community[minor]: add ChatOctoAI (#20059)
This PR adds ChatOctoAI, a chat model integration for OctoAI.
5 months ago
Bagatur c05c379b26
docs: add structred output to feat table (#20539) 6 months ago
pjb157 479be3cc91
community[minor]: Unify Titan Takeoff Integrations and Adding Embedding Support (#18775)
**Community: Unify Titan Takeoff Integrations and Adding Embedding
Support**

 **Description:** 
Titan Takeoff no longer reflects this either of the integrations in the
community folder. The two integrations (TitanTakeoffPro and
TitanTakeoff) where causing confusion with clients, so have moved code
into one place and created an alias for backwards compatibility. Added
Takeoff Client python package to do the bulk of the work with the
requests, this is because this package is actively updated with new
versions of Takeoff. So this integration will be far more robust and
will not degrade as badly over time.

**Issue:**
Fixes bugs in the old Titan integrations and unified the code with added
unit test converge to avoid future problems.

**Dependencies:**
Added optional dependency takeoff-client, all imports still work without
dependency including the Titan Takeoff classes but just will fail on
initialisation if not pip installed takeoff-client

**Twitter**
@MeryemArik9

Thanks all :)

---------

Co-authored-by: Bagatur <baskaryan@gmail.com>
Co-authored-by: Bagatur <22008038+baskaryan@users.noreply.github.com>
6 months ago
Rahul Triptahi 475892ca0e
docs: Add Documentation to enable authorized access identities in GoogleDriveLoader. (#20065)
Description: Document update.

GoogleDriveLoader: Added documentation for `load_auth` a new argument in
document_loaders/GoogleDriveLoader.

Dependencies: None
Documentation:
https://python.langchain.com/docs/integrations/document_loaders/google_drive/

Associated PR: https://github.com/langchain-ai/langchain-google/pull/110

Twitter handle: @rahul_tripathi2

Signed-off-by: Rahul Tripathi <rauhl.psit.ec@gmail.com>
Co-authored-by: Rahul Tripathi <rauhl.psit.ec@gmail.com>
6 months ago
sdan a7c5e41443
community[minor]: Added VLite as VectorStore (#20245)
Support [VLite](https://github.com/sdan/vlite) as a new VectorStore
type.

**Description**:
vlite is a simple and blazing fast vector database(vdb) made with numpy.
It abstracts a lot of the functionality around using a vdb in the
retrieval augmented generation(RAG) pipeline such as embeddings
generation, chunking, and file processing while still giving developers
the functionality to change how they're made/stored.

**Before submitting**:
Added tests
[here](c09c2ebd5c/libs/community/tests/integration_tests/vectorstores/test_vlite.py)
Added ipython notebook
[here](c09c2ebd5c/docs/docs/integrations/vectorstores/vlite.ipynb)
Added simple docs on how to use
[here](c09c2ebd5c/docs/docs/integrations/providers/vlite.mdx)

**Profiles**

Maintainers: @sdan
Twitter handles: [@sdand](https://x.com/sdand)

---------

Co-authored-by: Bagatur <baskaryan@gmail.com>
6 months ago
MacanPN bce69ae43d
community[patch]: Changes to base_o365 and sharepoint document loaders (#20373)
## Description:
The PR introduces 3 changes:
1. added `recursive` property to `O365BaseLoader`. (To keep the behavior
unchanged, by default is set to `False`). When `recursive=True`,
`_load_from_folder()` also recursively loads all nested folders.
2. added `folder_id` to SharePointLoader.(similar to (this
PR)[https://github.com/langchain-ai/langchain/pull/10780] ) This
provides an alternative to `folder_path` that doesn't seem to reliably
work.
3. when none of `document_ids`, `folder_id`, `folder_path` is provided,
the loader fetches documets from root folder. Combined with
`recursive=True` this provides an easy way of loading all compatible
documents from SharePoint.

The PR contains the same logic as [this stale
PR](https://github.com/langchain-ai/langchain/pull/10780) by
@WaleedAlfaris. I'd like to ask his blessing for moving forward with
this one.

## Issue:
- As described in https://github.com/langchain-ai/langchain/issues/19938
and https://github.com/langchain-ai/langchain/pull/10780 the sharepoint
loader often does not seem to work with folder_path.
- Recursive loading of subfolders is a missing functionality

## Dependecies: None

Twitter handle:
@martintriska1 @WRhetoric

This is my first PR here, please be gentle :-)
Please review @baskaryan

---------

Co-authored-by: Bagatur <22008038+baskaryan@users.noreply.github.com>
6 months ago
Sevin F. Varoglu 54d388d898
community[patch]: update OctoAI endpoint to subclass BaseOpenAI (#19757)
This PR updates OctoAIEndpoint LLM to subclass BaseOpenAI as OctoAI is
an OpenAI-compatible service. The documentation and tests have also been
updated.
6 months ago
Erick Friis 0c95ddbcd8
docs: add snowflake provider page (#20538) 6 months ago
Benito Geordie 57b226532d
community[minor]: Added integrations for ThirdAI's NeuralDB as a Retriever (#17334)
**Description:** Adds ThirdAI NeuralDB retriever integration. NeuralDB
is a CPU-friendly and fine-tunable text retrieval engine. We previously
added a vector store integration but we think that it will be easier for
our customers if they can also find us under under
langchain-community/retrievers.

---------

Co-authored-by: kartikTAI <129414343+kartikTAI@users.noreply.github.com>
Co-authored-by: Kartik Sarangmath <kartik@thirdai.com>
6 months ago
Dhruv Chawla d6d559d50d
community[minor]: add UpTrainCallbackHandler (#19956)
- **Description:** 
This PR adds a callback handler for UpTrain. It performs evaluations in
the RAG pipeline to check the quality of retrieved documents, generated
queries and responses.

- **Dependencies:** 
    - The UpTrainCallbackHandler requires the uptrain package

---------

Co-authored-by: Eugene Yurtsev <eugene@langchain.dev>
6 months ago
Bagatur 07f23bd4ff
docs: response metadata (#20527) 6 months ago
Ravindu Somawansa 5acc7ba622
community[minor]: Add glue catalog loader (#20220)
Add Glue Catalog loader
6 months ago
Bagatur f7667c614b
docs: update tool use case (#20404) 6 months ago
Averi Kitsch 30b00090ef
docs: Add Google Firestore Vectorstore doc (#20078)
- **Description:**Add Google Firestore Vector store docs
    - **Issue:** NA
    - **Dependencies:** NA

---------

Co-authored-by: Erick Friis <erick@langchain.dev>
6 months ago
Leonid Kuligin cc3c343673
docs: changed model's name in google-vertex-ai integration to a publicly available model (#20482)
docs: changed model's name in google-vertex-ai integration to a publicly
available model
6 months ago
Leonid Ganeline 7ea80bcb22
docs: tutorials update (#20483)
Added the `freeCodeCamp` tutorials link
6 months ago
Mohammed Noumaan Ahamed 4dd05791a2
docs: quickstart retrieval chain for Cohere(API) (#20475)
- **Description:** a description of the change
    - **Issue:** the issue # it fixes, if applicable
    - **Dependencies:** any dependencies required for this change
- **Twitter handle:** if your PR gets announced, and you'd like a
mention, we'll gladly shout you out!


Description: fixes LangChainDeprecationWarning: The class
`langchain_community.embeddings.cohere.CohereEmbeddings` was deprecated
in langchain-community 0.0.30 and will be removed in 0.2.0. An updated
version of the class exists in the langchain-cohere package and should
be used instead. To use it run `pip install -U langchain-cohere` and
import as `from langchain_cohere import CohereEmbeddings`.

![Screenshot 2024-04-15
200948](https://github.com/langchain-ai/langchain/assets/93511919/085b967d-a6fd-42c6-9404-faab8c5630ec)



Dependencies : langchain_cohere

Twitter handle: @Mo_Noumaan
6 months ago
Eugene Yurtsev 3cbc4693f5
docs: Add integration doc for postgres vectorstore (#20473)
Adds a postgres vectorstore via langchain-postgres.
6 months ago
Juan Carlos José Camacho 450c458f8f
community[minor]: Add Datahareld tool (#19680)
**Description:** Integrate [dataherald](https://www.dataherald.com)
tool, It is a natural language-to-SQL tool.
**Dependencies:** Install dataherald sdk to use it,
```
pip install dataherald
```

---------

Co-authored-by: Bagatur <22008038+baskaryan@users.noreply.github.com>
Co-authored-by: Bagatur <baskaryan@gmail.com>
Co-authored-by: Christophe Bornet <cbornet@hotmail.com>
6 months ago
Rohit Agarwal 7d7a08e458
docs: Update Portkey provider integration (#20412)
**Description:** Updates the documentation for Portkey and Langchain.
Also updates the notebook. The current documentation is fairly old and
is non-functional.
**Twitter handle:** @portkeyai

---------

Co-authored-by: Bagatur <baskaryan@gmail.com>
6 months ago
Kenneth Choe b507cd222b
docs: changed the link to more helpful source (#20411)
docs: changed a link to better source

[Previous
link](https://www.philschmid.de/custom-inference-huggingface-sagemaker)
is about how to upload embeddings model.
[New
link](https://huggingface.co/blog/kchoe/deploy-any-huggingface-model-to-sagemaker)
is about how to upload cross encoder model, which directly addresses
what is needed here. For full disclosure, I wrote this article and the
sample `inference.py` is the result of this new article.

Co-authored-by: Kenny Choe <kchoe@amazon.com>
6 months ago
Leonid Ganeline 6dc4f592ba
docs: tutorials update (#20401)
Added 3 new `LangChain.ai` playlists
6 months ago
Eugene Yurtsev 4808441d29
Docs: Add guide for implementing custom retriever (#20350)
Add longer guide for implementing custom retriever.

---------

Co-authored-by: ccurme <chester.curme@gmail.com>
6 months ago
michael 525226fb0b
docs: fix extraction/quickstart.ipynb example code (#20397)
- **Description**: The pydantic schema fields are supposed to be
optional but the use of `...` makes them required. This causes a
`ValidationError` when running the example code. I replaced `...` with
`default=None` to make the fields optional as intended. I also
standardized the format for all fields.
- **Issue**: n/a
- **Dependencies**: none
- **Twitter handle**: https://twitter.com/m_atoms

---------

Co-authored-by: Chester Curme <chester.curme@gmail.com>
6 months ago
milind 1b272fa2f4
Update index.mdx (#20395)
spelling error fixed

Thank you for contributing to LangChain!

- [ ] **PR title**: "package: description"
- Where "package" is whichever of langchain, community, core,
experimental, etc. is being modified. Use "docs: ..." for purely docs
changes, "templates: ..." for template changes, "infra: ..." for CI
changes.
  - Example: "community: add foobar LLM"


- [ ] **PR message**: ***Delete this entire checklist*** and replace
with
    - **Description:** a description of the change
    - **Issue:** the issue # it fixes, if applicable
    - **Dependencies:** any dependencies required for this change
- **Twitter handle:** if your PR gets announced, and you'd like a
mention, we'll gladly shout you out!


- [ ] **Add tests and docs**: 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.


- [ ] **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.
6 months ago
Nicolas ad04585e30
community[minor]: Firecrawl.dev integration (#20364)
Added the [FireCrawl](https://firecrawl.dev) document loader. Firecrawl
crawls and convert any website into LLM-ready data. It crawls all
accessible subpages and give you clean markdown for each.

    - **Description:** Adds FireCrawl data loader
    - **Dependencies:** firecrawl-py
    - **Twitter handle:** @mendableai 

ccing contributors: (@ericciarla @nickscamara)

---------

Co-authored-by: Bagatur <baskaryan@gmail.com>
Co-authored-by: Bagatur <22008038+baskaryan@users.noreply.github.com>
6 months ago
Erick Friis 20f5cd7c95
docs: langchain-chroma package (#20394) 6 months ago
Haris Ali 6786fa9186
docs: Adding api documentation link at the end of each output parser class description page. (#20391)
- **Description:** Added cross-links for easy access of api
documentation of each output parser class from it's description page.
  - **Issue:** related to issue #19969

Co-authored-by: Haris Ali <haris.ali@formulatrix.com>
6 months ago
Bagatur 57bb940c17
docs: vertexai tool call update (#20362) 6 months ago
Alex Sherstinsky fad0962643
community: for Predibase -- enable both Predibase-hosted and HuggingFace-hosted fine-tuned adapter repositories (#20370) 6 months ago
ccurme 5395c409cb
docs: add Cohere to ChatModelTabs (#20386) 6 months ago
Bagatur f78564d75c
docs: show tool msg in tool call docs (#20358) 6 months ago
Ikko Eltociear Ashimine cb29b42285
docs: Update ibm_watsonx.ipynb (#20329)
avaliable -> available


    - **Description:** fixed typo
    - **Issue:** the issue # it fixes, if applicable
    - **Dependencies:** any dependencies required for this change
- **Twitter handle:** if your PR gets announced, and you'd like a
mention, we'll gladly shout you out!
6 months ago
Jack Wotherspoon 204a16addc
docs: add Cloud SQL for MySQL vector store integration docs (#20278)
Adding docs page for `Google Cloud SQL for MySQL` vector store
integration. This was recently released as part of the Cloud SQL for
MySQL LangChain package
([release](https://github.com/googleapis/langchain-google-cloud-sql-mysql-python/releases/tag/v0.2.0))

Co-authored-by: Erick Friis <erick@langchain.dev>
6 months ago
Bagatur d2f4153fe6
docs: tool call nits (#20356) 6 months ago
Bagatur eafd8c580b
docs: tool agent nit (#20353) 6 months ago
Bagatur a889cd14f3
docs: use vertexai in chat model tabs (#20352) 6 months ago
Bagatur 9d302c1b57
docs: update anthropic tool call (#20344) 6 months ago
Eugene Yurtsev de938a4451
docs: Update chat model providers include package information (#20336)
Include package information
6 months ago
Bagatur 56fe4ab382
docs: update tool-calling table (#20338) 6 months ago