Commit Graph

3225 Commits (b551d49cf532ccae54d3015222c5cd24f52fff11)

Author SHA1 Message Date
Guangdong Liu 47b1b7092d
community[minor]: Add SparkLLM to community (#17702) 5 months ago
Guangdong Liu 3ba1cb8650
community[minor]: Add SparkLLM Text Embedding Model and SparkLLM introduction (#17573) 5 months ago
Christophe Bornet 33555e5cbc
docs: Add typehints in both signature and description of API docs (#17815)
This way we can document APIs in methods signature only where they are
checked by the typing system and we get them also in the param
description without having to duplicate in the docstrings (where they
are unchecked).

Twitter: @cbornet_
5 months ago
Virat Singh 92e52e89ca
community: Add PolygonTickerNews Tool (#17808)
Description:
In this PR, I am adding a PolygonTickerNews Tool, which can be used to
get the latest news for a given ticker / stock.

Twitter handle: [@virattt](https://twitter.com/virattt)
5 months ago
Eugene Yurtsev 441160d6b3
Docs: Update contributing documentation (#17557)
This PR adds more details about how to contribute to documentation.
5 months ago
Eugene Yurtsev 865cabff05
Docs: Add custom chat model documenation (#17595)
This PR adds documentation about how to implement a custom chat model.
5 months ago
CogniJT 919ebcc596
community[minor]: CogniSwitch Agent Toolkit for LangChain (#17312)
**Description**: CogniSwitch focusses on making GenAI usage more
reliable. It abstracts out the complexity & decision making required for
tuning processing, storage & retrieval. Using simple APIs documents /
URLs can be processed into a Knowledge Graph that can then be used to
answer questions.

**Dependencies**: No dependencies. Just network calls & API key required
**Tag maintainer**: @hwchase17
**Twitter handle**: https://github.com/CogniSwitch
**Documentation**: Please check
`docs/docs/integrations/toolkits/cogniswitch.ipynb`
**Tests**: The usual tool & toolkits tests using `test_imports.py`

PR has passed linting and testing before this submission.

---------

Co-authored-by: Saicharan Sridhara <145636106+saiCogniswitch@users.noreply.github.com>
5 months ago
Aymeric Roucher 0d294760e7
Community: Fuse HuggingFace Endpoint-related classes into one (#17254)
## Description
Fuse HuggingFace Endpoint-related classes into one:
-
[HuggingFaceHub](5ceaf784f3/libs/community/langchain_community/llms/huggingface_hub.py)
-
[HuggingFaceTextGenInference](5ceaf784f3/libs/community/langchain_community/llms/huggingface_text_gen_inference.py)
- and
[HuggingFaceEndpoint](5ceaf784f3/libs/community/langchain_community/llms/huggingface_endpoint.py)

Are fused into
- HuggingFaceEndpoint

## Issue
The deduplication of classes was creating a lack of clarity, and
additional effort to develop classes leads to issues like [this
hack](5ceaf784f3/libs/community/langchain_community/llms/huggingface_endpoint.py (L159)).

## Dependancies

None, this removes dependancies.

## Twitter handle

If you want to post about this: @AymericRoucher

---------

Co-authored-by: Bagatur <baskaryan@gmail.com>
5 months ago
Raghav Dixit 6c18f73ca5
community[patch]: LanceDB integration improvements/fixes (#16173)
Hi, I'm from the LanceDB team.

Improves LanceDB integration by making it easier to use - now you aren't
required to create tables manually and pass them in the constructor,
although that is still backward compatible.

Bug fix - pandas was being used even though it's not a dependency for
LanceDB or langchain

PS - this issue was raised a few months ago but lost traction. It is a
feature improvement for our users kindly review this , Thanks !
5 months ago
Guangdong Liu 73edf17b4e
community[minor]: Add Apache Doris as vector store (#17527)
---------

Co-authored-by: Bagatur <baskaryan@gmail.com>
5 months ago
Stefano Lottini 2a239710a0
docs: update astradb imports to in docs/sample notebook to import from partner package (#17627)
This PR replaces the imports of the Astra DB vector store with the
newly-released partner package, in compliance with the deprecation
notice now attached to the community "legacy" store.
5 months ago
ccurme 0b33abc8b1
docs: update documentation for RunnableWithMessageHistory (#17602)
- **Description:** Update documentation for RunnableWithMessageHistory
- **Issue:** https://github.com/langchain-ai/langchain/issues/16642

I don't have access to an Anthropic API key so I updated things to use
OpenAI. Let me know if you'd prefer another provider.
5 months ago
Kevin 88af4fd514
docs: quickstart example returns 404 (#17609)
**Description:** 
Appears a legacy URL in the quickstart returns a 404. Updated to use
Langchain homepage and ran through tutorial to confirm results.
5 months ago
Stefano Lottini 5240ecab99
astradb: bootstrapping Astra DB as Partner Package (#16875)
**Description:** This PR introduces a new "Astra DB" Partner Package.

So far only the vector store class is _duplicated_ there, all others
following once this is validated and established.

Along with the move to separate package, incidentally, the class name
will change `AstraDB` => `AstraDBVectorStore`.

The strategy has been to duplicate the module (with prospected removal
from community at LangChain 0.2). Until then, the code will be kept in
sync with minimal, known differences (there is a makefile target to
automate drift control. Out of convenience with this check, the
community package has a class `AstraDBVectorStore` aliased to `AstraDB`
at the end of the module).

With this PR several bugfixes and improvement come to the vector store,
as well as a reshuffling of the doc pages/notebooks (Astra and
Cassandra) to align with the move to a separate package.

**Dependencies:** A brand new pyproject.toml in the new package, no
changes otherwise.

**Twitter handle:** `@rsprrs`

---------

Co-authored-by: Christophe Bornet <cbornet@hotmail.com>
Co-authored-by: Erick Friis <erick@langchain.dev>
5 months ago
Erick Friis f6f0ca1bae
docs: ai21 sidebars (#17600) 5 months ago
Erick Friis 6cc6faa00e
ai21: init package (#17592)
Co-authored-by: Asaf Gardin <asafg@ai21.com>
Co-authored-by: etang <etang@ai21.com>
Co-authored-by: asafgardin <147075902+asafgardin@users.noreply.github.com>
5 months ago
Moshe Berchansky 20a56fe0a2
community[minor]: Add QuantizedEmbedders (#17391)
**Description:** 
* adding Quantized embedders using optimum-intel and
intel-extension-for-pytorch.
* added mdx documentation and example notebooks 
* added embedding import testing.

**Dependencies:** 
optimum = {extras = ["neural-compressor"], version = "^1.14.0", optional
= true}
intel_extension_for_pytorch = {version = "^2.2.0", optional = true}

Dependencies have been added to pyproject.toml for the community lib.  

**Twitter handle:** @peter_izsak

---------

Co-authored-by: Bagatur <baskaryan@gmail.com>
5 months ago
William FH 53b8c86309
fix dataset link (#17565) 5 months ago
Eugene Yurtsev 79119b4345
Docs: Add repository structure to contributors guide (#17553)
Adding another high level overview page to the contributors guide
5 months ago
Eugene Yurtsev e438fe6be9
Docs: Contributing changes (#17551)
A few minor changes for contribution:

1) Updating link to say "Contributing" rather than "Developer's guide"
2) Minor changes after going through the contributing documentation
page.
5 months ago
nvpranak 91bcc9c5c9
community[minor]: Nemo embeddings(#16206)
This PR is adding support for NVIDIA NeMo embeddings issue #16095.

---------

Co-authored-by: Praveen Nakshatrala <pnakshatrala@gmail.com>
Co-authored-by: Harrison Chase <hw.chase.17@gmail.com>
Co-authored-by: Bagatur <baskaryan@gmail.com>
5 months ago
Mateusz Szewczyk 916332ef5b
ibm: added partners package `langchain_ibm`, added llm (#16512)
- **Description:** Added `langchain_ibm` as an langchain partners
package of IBM [watsonx.ai](https://www.ibm.com/products/watsonx-ai) LLM
provider (`WatsonxLLM`)
- **Dependencies:**
[ibm-watsonx-ai](https://pypi.org/project/ibm-watsonx-ai/),
  - **Tag maintainer:** : 
---------

Co-authored-by: Erick Friis <erick@langchain.dev>
5 months ago
wulixuan c776cfc599
community[minor]: integrate with model Yuan2.0 (#15411)
1. integrate with
[`Yuan2.0`](https://github.com/IEIT-Yuan/Yuan-2.0/blob/main/README-EN.md)
2. update `langchain.llms`
3. add a new doc for [Yuan2.0
integration](docs/docs/integrations/llms/yuan2.ipynb)

---------

Co-authored-by: Harrison Chase <hw.chase.17@gmail.com>
Co-authored-by: Bagatur <baskaryan@gmail.com>
5 months ago
volodymyr-memsql e36bc379f2
community[patch]: Add vector index support to SingleStoreDB VectorStore (#17308)
This pull request introduces support for various Approximate Nearest
Neighbor (ANN) vector index algorithms in the VectorStore class,
starting from version 8.5 of SingleStore DB. Leveraging this enhancement
enables users to harness the power of vector indexing, significantly
boosting search speed, particularly when handling large sets of vectors.

---------

Co-authored-by: Volodymyr Tkachuk <vtkachuk-ua@singlestore.com>
Co-authored-by: Bagatur <baskaryan@gmail.com>
5 months ago
Kate Silverstein 0bc4a9b3fc
community[minor]: Adds Llamafile as an LLM (#17431)
* **Description:** Adds a simple LLM implementation for interacting with
[llamafile](https://github.com/Mozilla-Ocho/llamafile)-based models.
* **Dependencies:** N/A
* **Issue:** N/A

**Detail**
[llamafile](https://github.com/Mozilla-Ocho/llamafile) lets you run LLMs
locally from a single file on most computers without installing any
dependencies.

To use the llamafile LLM implementation, the user needs to:

1. Download a llamafile e.g.
https://huggingface.co/jartine/TinyLlama-1.1B-Chat-v1.0-GGUF/resolve/main/TinyLlama-1.1B-Chat-v1.0.Q5_K_M.llamafile?download=true
2. Make the file executable.
3. Run the llamafile in 'server mode'. (All llamafiles come packaged
with a lightweight server; by default, the server listens at
`http://localhost:8080`.)


```bash
wget https://url/of/model.llamafile
chmod +x model.llamafile
./model.llamafile --server --nobrowser
```

Now, the user can invoke the LLM via the LangChain client:

```python
from langchain_community.llms.llamafile import Llamafile

llm = Llamafile()

llm.invoke("Tell me a joke.")
```
5 months ago
Raunak 685d62b032
community[patch]: Added functions in NetworkxEntityGraph class (#17535)
- **Description:** 
1. Added _clear_edges()_ and _get_number_of_nodes()_ functions in
NetworkxEntityGraph class.
2. Added the above two function in graph_networkx_qa.ipynb
documentation.
5 months ago
Erick Friis d7418acbe1
nomic[patch]: release 0.0.2, dimensionality (#17534)
- nomic[patch]: release 0.0.2
- x
5 months ago
Bagatur 2c076bebc9
docs: fix self query redirect (#17490) 5 months ago
Bagatur 5dca107621
docs: update providers (#17488) 5 months ago
Rave Harpaz 90f55e6bd1
Documentation/add update documentation for oci (#17473)
Thank you for contributing to LangChain!

Checklist:

- **PR title**: docs: add & update docs for Oracle Cloud Infrastructure
(OCI) integrations

- **Description**: adding and updating documentation for two
integrations - OCI Generative AI & OCI Data Science
(1) adding integration page for OCI Generative AI embeddings (@baskaryan
request,
         docs/docs/integrations/text_embedding/oci_generative_ai.ipynb)
(2) updating integration page for OCI Generative AI llms
(docs/docs/integrations/llms/oci_generative_ai.ipynb)
(3) adding platform documentation for OCI (@baskaryan request,
docs/docs/integrations/platforms/oci.mdx). this combines the
          integrations of OCI Generative AI & OCI Data Science
(4) if possible, requesting to be added to 'Featured Community
Providers' so supplying a modified
docs/docs/integrations/platforms/index.mdx to reflect the addition
- **Issue:** none

 - **Dependencies:** no new dependencies 

 - **Twitter handle:**

---------

Co-authored-by: MING KANG <ming.kang@oracle.com>
5 months ago
wulixuan 5d06797905
community[minor]: integrate chat models with Yuan2.0 (#16575)
1. integrate chat models with
[`Yuan2.0`](https://github.com/IEIT-Yuan/Yuan-2.0/blob/main/README-EN.md)
2. add a new doc for [Yuan2.0
integration](docs/docs/integrations/llms/yuan2.ipynb)
 
Yuan2.0 is a new generation Fundamental Large Language Model developed
by IEIT System. We have published all three models, Yuan 2.0-102B, Yuan
2.0-51B, and Yuan 2.0-2B.

---------

Co-authored-by: Bagatur <baskaryan@gmail.com>
5 months ago
Erick Friis 065cde69b1
google-genai[patch]: release 0.0.9, safety settings docs (#17432) 5 months ago
Ian Gregory e5472b5eb8
Framework for supporting more languages in LanguageParser (#13318)
## Description

I am submitting this for a school project as part of a team of 5. Other
team members are @LeilaChr, @maazh10, @Megabear137, @jelalalamy. This PR
also has contributions from community members @Harrolee and @Mario928.

Initial context is in the issue we opened (#11229).

This pull request adds:

- Generic framework for expanding the languages that `LanguageParser`
can handle, using the
[tree-sitter](https://github.com/tree-sitter/py-tree-sitter#py-tree-sitter)
parsing library and existing language-specific parsers written for it
- Support for the following additional languages in `LanguageParser`:
  - C
  - C++
  - C#
  - Go
- Java (contributed by @Mario928
https://github.com/ThatsJustCheesy/langchain/pull/2)
  - Kotlin
  - Lua
  - Perl
  - Ruby
  - Rust
  - Scala
- TypeScript (contributed by @Harrolee
https://github.com/ThatsJustCheesy/langchain/pull/1)

Here is the [design
document](https://docs.google.com/document/d/17dB14cKCWAaiTeSeBtxHpoVPGKrsPye8W0o_WClz2kk)
if curious, but no need to read it.

## Issues

- Closes #11229
- Closes #10996
- Closes #8405

## Dependencies

`tree_sitter` and `tree_sitter_languages` on PyPI. We have tried to add
these as optional dependencies.

## Documentation

We have updated the list of supported languages, and also added a
section to `source_code.ipynb` detailing how to add support for
additional languages using our framework.

## Maintainer

- @hwchase17 (previously reviewed
https://github.com/langchain-ai/langchain/pull/6486)

Thanks!!

## Git commits

We will gladly squash any/all of our commits (esp merge commits) if
necessary. Let us know if this is desirable, or if you will be
squash-merging anyway.

<!-- 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.
 -->

---------

Co-authored-by: Maaz Hashmi <mhashmi373@gmail.com>
Co-authored-by: LeilaChr <87657694+LeilaChr@users.noreply.github.com>
Co-authored-by: Jeremy La <jeremylai511@gmail.com>
Co-authored-by: Megabear137 <zubair.alnoor27@gmail.com>
Co-authored-by: Lee Harrold <lhharrold@sep.com>
Co-authored-by: Mario928 <88029051+Mario928@users.noreply.github.com>
Co-authored-by: Bagatur <baskaryan@gmail.com>
Co-authored-by: Harrison Chase <hw.chase.17@gmail.com>
5 months ago
Sridhar Ramaswamy 9f1cbbc6ed
community[minor]: Add pebblo safe document loader (#16862)
- **Description:** Pebblo opensource project enables developers to
safely load data to their Gen AI apps. It identifies semantic topics and
entities found in the loaded data and summarizes them in a
developer-friendly report.
  - **Dependencies:** none
  - **Twitter handle:** srics

@hwchase17
5 months ago
Preetam D'Souza 0834457f28
docs: Fix broken link in summarization use-case (#16554)
- **Description:** Fix broken link to `StuffDocumentsChain`
- **Issue:** N/A
- **Dependencies:** None
- **Twitter handle:**
[@preetamdsouza](https://twitter.com/preetamdsouza)
5 months ago
Sheil Naik d70a5bbf15
docs: Fix broken link in LLMs index.mdx (#16557)
- **Description:** The
[LLMs](https://python.langchain.com/docs/modules/model_io/llms/) page
has a broken link. This fixes the link.
  - **Issue:** N/A
  - **Dependencies:** N/A
  - **Twitter handle:** @sheilnaik
5 months ago
mhavey 1bbb64d956
community[minor], langchian[minor]: Add Neptune Rdf graph and chain (#16650)
**Description**: This PR adds a chain for Amazon Neptune graph database
RDF format. It complements the existing Neptune Cypher chain. The PR
also includes a Neptune RDF graph class to connect to, introspect, and
query a Neptune RDF graph database from the chain. A sample notebook is
provided under docs that demonstrates the overall effect: invoking the
chain to make natural language queries against Neptune using an LLM.

**Issue**: This is a new feature
 
**Dependencies**: The RDF graph class depends on the AWS boto3 library
if using IAM authentication to connect to the Neptune database.

---------

Co-authored-by: Piyush Jain <piyushjain@duck.com>
Co-authored-by: Bagatur <baskaryan@gmail.com>
5 months ago
Massimiliano Pronesti df7cbd6fbb
community[minor]: add FlashRank ranker (#16785)
**Description:** This PR adds support for
[flashrank](https://github.com/PrithivirajDamodaran/FlashRank) for
reranking as alternative to Cohere.

I'm not sure `libs/langchain` is the right place for this change. At
first, I wanted to put it under `libs/community`. All the compressors
were under `libs/langchain/retrievers/document_compressors` though. Hope
this makes sense!
5 months ago
morgana 722aae4fd1
community: add delete method to rocksetdb vectorstore to support recordmanager (#17030)
- **Description:** This adds a delete method so that rocksetdb can be
used with `RecordManager`.
  - **Issue:** N/A
  - **Dependencies:** N/A
  - **Twitter handle:** `@_morgan_adams_`

---------

Co-authored-by: Rockset API Bot <admin@rockset.io>
5 months ago
Max Jakob 604e117411
docs: another auth method for ElasticsearchStore (#16831)
Users can also use their own Elasticsearch client object to configure
the connection.
5 months ago
Zeeland 4986e7227e
docs: rm unnecessary imports (#16876)
- **Description:** optimize the document of memory usage
  - **Issue:** it lose some install guide
5 months ago
Leonid Ganeline b87d6f9f48
docs: `Redis` page update (#16906)
- Reordered sections
- Applied consistent formatting
- Fixed headers (there were 2 H1 headers; this breaks CoT)
- Added `Settings` header and moved all related sections under it
5 months ago
Naveenkhasyap 841e5f514e
docs: Updated doc for integrations/chat/anthropic_functions #15664 (#17226)
Description: Updated doc for integrations/chat/anthropic_functions with
new functions: invoke. Changed structure of the document to match the
required one.
Issue: https://github.com/langchain-ai/langchain/issues/15664
Dependencies: None
Twitter handle: None

---------

Co-authored-by: NaveenMaltesh <naveen@onmeta.in>
5 months ago
Min-Seong Lee ce9a68791b
docs: fix typo in question_answering quickstart.ipynb (#17393)
- **Description:** typo in docs (facillitate -> facilitate)
  - **Issue:** Typo
  - **Dependencies:** Nope
  - **Twitter handle:** None
5 months ago
Pennlaine e1bc623f8f
docs: Updated docs for sitemap loader to use correct URL (#17395)
- **Description:** 
Updated URL for sitemap loader from
"https://langchain.readthedocs.io/sitemap.xml" to
"https://api.python.langchain.com/sitemap.xml"
  - **Issue:** Fixes #17236
5 months ago
Ikko Eltociear Ashimine b48fa8b695
docs: fix typo in vikingdb.ipynb (#17429)
retreival -> retrieval
5 months ago
Abhijeeth Padarthi 584b647b96
community[minor]: AWS Athena Document Loader (#15625)
- **Description:** Adds the document loader for [AWS
Athena](https://aws.amazon.com/athena/), a serverless and interactive
analytics service.
  - **Dependencies:** Added boto3 as a dependency
5 months ago
ByeongUk Choi ac970c9497
Update Docs for TFIDFRetriever Import Path (#17322)
This PR updates the `TF-IDF.ipynb` documentation to reflect the new
import path for TFIDFRetriever in the langchain-community package. The
previous path, `from langchain.retrievers import TFIDFRetriever`, has
been updated to `from langchain_community.retrievers import
TFIDFRetriever` to align with the latest changes in the langchain
library.
5 months ago
Michael Hunger 1c902ce3d1
tools:docs: update google_search.ipynb - change tool name (#17354)
according to https://youtu.be/rZus0JtRqXE?si=aFo1JTDnu5kSEiEN&t=678 by
@efriis

- **Description:** Seems the requirements for tool names have changed
and spaces are no longer allowed. Changed the tool name from Google
Search to google_search in the notebook
  - **Issue:** n/a
  - **Dependencies:** none
  - **Twitter handle:** @mesirii
5 months ago
jiangzf93 d6a1c88ca7
docs: update documentation for file system tool integration (#17377)
- **Description:** Update the docs for the tool integration module `file
system`
- **Issue:** [For New Contributors: Update Integration Documentation
#15664](https://github.com/langchain-ai/langchain/issues/15664#top)
  - **Dependencies:** N/A
5 months ago
Pennlaine 2384267900
Updated doc for tools/pubmed with new functions: invoke. (#17378)
Updated doc for integrations/chat/anthropic_functions #15664 

  - **Description:**
Adds `pip install` instructions
Update `run` with `invoke`

  - **Issue:** 
Fixes #15664
5 months ago
Erick Friis 3a2eb6e12b
infra: add print rule to ruff (#16221)
Added noqa for existing prints. Can slowly remove / will prevent more
being intro'd
5 months ago
Quang Hoa 54c1fb3f25
community[patch]: Make some functions work with Milvus (#10695)
**Description**
Make some functions work with Milvus:
1. get_ids: Get primary keys by field in the metadata
2. delete: Delete one or more entities by ids
3. upsert: Update/Insert one or more entities

**Issue**
None
**Dependencies**
None
**Tag maintainer:**
@hwchase17 
**Twitter handle:**
None

---------

Co-authored-by: HoaNQ9 <hoanq.1811@gmail.com>
Co-authored-by: Erick Friis <erick@langchain.dev>
5 months ago
Charlie Marsh 24c0bab57b
infra, multiple: Upgrade configuration for Ruff v0.2.0 (#16905)
## Summary

This PR upgrades LangChain's Ruff configuration in preparation for
Ruff's v0.2.0 release. (The changes are compatible with Ruff v0.1.5,
which LangChain uses today.) Specifically, we're now warning when
linter-only options are specified under `[tool.ruff]` instead of
`[tool.ruff.lint]`.

---------

Co-authored-by: Erick Friis <erick@langchain.dev>
Co-authored-by: Bagatur <baskaryan@gmail.com>
5 months ago
Vadim Kudlay 5f9ac6986e
nvidia-ai-endpoints[patch]: model arguments (e.g. temperature) on construction bug (#17290)
- **Issue:** Issue with model argument support (been there for a while
actually):
- Non-specially-handled arguments like temperature don't work when
passed through constructor.
- Such arguments DO work quite well with `bind`, but also do not abide
by field requirements.
- Since initial push, server-side error messages have gotten better and
v0.0.2 raises better exceptions. So maybe it's better to let server-side
handle such issues?
- **Description:**
- Removed ChatNVIDIA's argument fields in favor of
`model_kwargs`/`model_kws` arguments which aggregates constructor kwargs
(from constructor pathway) and merges them with call kwargs (bind
pathway).
- Shuffled a few functions from `_NVIDIAClient` to `ChatNVIDIA` to
streamline construction for future integrations.
- Minor/Optional: Old services didn't have stop support, so client-side
stopping was implemented. Now do both.
- **Any Breaking Changes:** Minor breaking changes if you strongly rely
on chat_model.temperature, etc. This is captured by
chat_model.model_kwargs.

PR passes tests and example notebooks and example testing. Still gonna
chat with some people, so leaving as draft for now.

---------

Co-authored-by: Erick Friis <erick@langchain.dev>
5 months ago
Leonid Ganeline 389b055bd6
docs: `Toolkits` menu (#16217)
The Integrations `Toolkits` menu was named as [`Agents and
toolkits`](https://python.langchain.com/docs/integrations/toolkits).
This name has a historical reason that is not correct anymore. Now this
menu is all about community `Toolkits`. There is a separate menu for
[Agents](https://python.langchain.com/docs/modules/agents/). Also Agents
are officially not part of Integrations (Community package) but part of
LangChain package.
5 months ago
Scott Nath a32798abd7
community: Add you.com utility, update you retriever integration docs (#17014)
<!-- Thank you for contributing to LangChain!

Please title your PR "<package>: <description>", where <package> is
whichever of langchain, community, core, experimental, etc. is being
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Replace this entire comment with:
  - **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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- **Description: changes to you.com files** 
    - general cleanup
- adds community/utilities/you.py, moving bulk of code from retriever ->
utility
    - removes `snippet` as endpoint
    - adds `news` as endpoint
    - adds more tests

<s>**Description: update community MAKE file** 
    - adds `integration_tests`
    - adds `coverage`</s>

- **Issue:** the issue # it fixes if applicable,
- [For New Contributors: Update Integration
Documentation](https://github.com/langchain-ai/langchain/issues/15664#issuecomment-1920099868)
- **Dependencies:** n/a
- **Twitter handle:** @scottnath
- **Mastodon handle:** scottnath@mastodon.social

---------

Co-authored-by: Bagatur <baskaryan@gmail.com>
5 months ago
joelsprunger 3984f6604f
langchain: adds recursive json splitter (#17144)
- **Description:** This adds a recursive json splitter class to the
existing text_splitters as well as unit tests
- **Issue:** splitting text from structured data can cause issues if you
have a large nested json object and you split it as regular text you may
end up losing the structure of the json. To mitigate against this you
can split the nested json into large chunks and overlap them, but this
causes unnecessary text processing and there will still be times where
the nested json is so big that the chunks get separated from the parent
keys.

As an example you wouldn't want the following to be split in half:
```shell
{'val0': 'DFWeNdWhapbR',
 'val1': {'val10': 'QdJo',
          'val11': 'FWSDVFHClW',
          'val12': 'bkVnXMMlTiQh',
          'val13': 'tdDMKRrOY',
          'val14': 'zybPALvL',
          'val15': 'JMzGMNH',
          'val16': {'val160': 'qLuLKusFw',
                    'val161': 'DGuotLh',
                    'val162': 'KztlcSBropT',
-----------------------------------------------------------------------split-----
                    'val163': 'YlHHDrN',
                    'val164': 'CtzsxlGBZKf',
                    'val165': 'bXzhcrWLmBFp',
                    'val166': 'zZAqC',
                    'val167': 'ZtyWno',
                    'val168': 'nQQZRsLnaBhb',
                    'val169': 'gSpMbJwA'},
          'val17': 'JhgiyF',
          'val18': 'aJaqjUSFFrI',
          'val19': 'glqNSvoyxdg'}}
```
Any llm processing the second chunk of text may not have the context of
val1, and val16 reducing accuracy. Embeddings will also lack this
context and this makes retrieval less accurate.

Instead you want it to be split into chunks that retain the json
structure.
```shell
{'val0': 'DFWeNdWhapbR',
 'val1': {'val10': 'QdJo',
          'val11': 'FWSDVFHClW',
          'val12': 'bkVnXMMlTiQh',
          'val13': 'tdDMKRrOY',
          'val14': 'zybPALvL',
          'val15': 'JMzGMNH',
          'val16': {'val160': 'qLuLKusFw',
                    'val161': 'DGuotLh',
                    'val162': 'KztlcSBropT',
                    'val163': 'YlHHDrN',
                    'val164': 'CtzsxlGBZKf'}}}
```
and
```shell
{'val1':{'val16':{
                    'val165': 'bXzhcrWLmBFp',
                    'val166': 'zZAqC',
                    'val167': 'ZtyWno',
                    'val168': 'nQQZRsLnaBhb',
                    'val169': 'gSpMbJwA'},
          'val17': 'JhgiyF',
          'val18': 'aJaqjUSFFrI',
          'val19': 'glqNSvoyxdg'}}
```
This recursive json text splitter does this. Values that contain a list
can be converted to dict first by using split(... convert_lists=True)
otherwise long lists will not be split and you may end up with chunks
larger than the max chunk.

In my testing large json objects could be split into small chunks with 
   Increased question answering accuracy
 The ability to split into smaller chunks meant retrieval queries can
use fewer tokens


- **Dependencies:** json import added to text_splitter.py, and random
added to the unit test
  - **Twitter handle:** @joelsprunger

---------

Co-authored-by: Harrison Chase <hw.chase.17@gmail.com>
5 months ago
Schalkje f0ada1a396
docs: Update quickstart.mdx - Fix 422 error in example with LangServe client code (#17163)
**Description:**: Fix 422 error in example with LangServe client code

httpx.HTTPStatusError: Client error '422 Unprocessable Entity' for url
'http://localhost:8000/agent/invoke'
5 months ago
Kartheek Yakkala 3a22157d92
docs: Added LCEL for alibabacloud and anyscale (#17252)
---------

Co-authored-by: KARTHEEK YAKKALA <kartheekyakkala@KARTHEEKs-Air.lan>
Co-authored-by: KARTHEEK YAKKALA <kartheekyakkala.se@gmail.com>
5 months ago
Neli Hateva 9bb5157a3d
langchain[patch], community[patch]: Fixes in the Ontotext GraphDB Graph and QA Chain (#17239)
- **Description:** Fixes in the Ontotext GraphDB Graph and QA Chain
related to the error handling in case of invalid SPARQL queries, for
which `prepareQuery` doesn't throw an exception, but the server returns
400 and the query is indeed invalid
  - **Issue:** N/A
  - **Dependencies:** N/A
  - **Twitter handle:** @OntotextGraphDB
5 months ago
Jorge Campo 88609565a3
docs: Fix typo in github.ipynb (#17259)
'agiven' -> 'a given'
5 months ago
Bagatur 00a09e1b71
docs: use PromptTemplate.from_template (#17218)
Ran
```python
import glob
import re

def update_prompt(x):
    return re.sub(
        r"(?P<start>\b)PromptTemplate\(template=(?P<template>.*), input_variables=(?:.*)\)",
        "\g<start>PromptTemplate.from_template(\g<template>)",
        x
    )


for fn in glob.glob("docs/**/*", recursive=True):
    try:
        content = open(fn).readlines()
    except:
        continue
    content = [update_prompt(l) for l in content]
    with open(fn, "w") as f:
        f.write("".join(content))
```
5 months ago
sana-google 7f55c95790
docs: add missing link to Quickstart (#17085)
Replace this entire comment with:
- **Description:** Added missing link for Quickstart in Model IO
documentation,
  - **Issue:** N/A,
  - **Dependencies:** N/A,
  - **Twitter handle:** N/A

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

Co-authored-by: Eugene Yurtsev <eyurtsev@gmail.com>
5 months ago
Eugene Yurtsev 780e84ae79
community[minor]: SQLDatabase Add fetch mode `cursor`, query parameters, query by selectable, expose execution options, and documentation (#17191)
- **Description:** Improve `SQLDatabase` adapter component to promote
code re-use, see
[suggestion](https://github.com/langchain-ai/langchain/pull/16246#pullrequestreview-1846590962).
  - **Needed by:** GH-16246
  - **Addressed to:** @baskaryan, @cbornet 

## Details
- Add `cursor` fetch mode
- Accept SQL query parameters
- Accept both `str` and SQLAlchemy selectables as query expression
- Expose `execution_options`
- Documentation page (notebook) about `SQLDatabase` [^1]
See [About
SQLDatabase](https://github.com/langchain-ai/langchain/blob/c1c7b763/docs/docs/integrations/tools/sql_database.ipynb).

[^1]: Apparently there hasn't been any yet?

---------

Co-authored-by: Andreas Motl <andreas.motl@crate.io>
5 months ago
Leonid Ganeline d903fa313e
docs: titles fix (#17206)
Several notebooks have Title != file name. That results in corrupted
sorting in Navbar (ToC).
- Fixed titles and file names.
- Changed text formats to the consistent form
- Redirected renamed files in the `Vercel.json`
5 months ago
Bagatur aeb6b38901
docs: cleanup fleet integration (#17214)
Causing search issues
5 months ago
Leonid Ganeline 5ceaf784f3
docs `Integraions/Components` menu reordered (#17151)
This PR is opinionated.
- Moved `Embedding models` item to place after `LLMs` and `Chat model`,
so all items with models are together.
- Renamed `Text embedding models` to `Embedding models`. Now, it is
shorter and easier to read. `Text` is obvious from context. The same as
the `Text LLMs` vs. `LLMs` (we also have multi-modal LLMs).
5 months ago
Leonid Ganeline 0af0fc5d25
docs `integraions/providers` nav fix (#17148)
Issue: `Provides` page is presented as the index page (on the
`Providers` item) and as the `Providers/Providers` item. The latter
should not be in the menu. See the picture.

![image](https://github.com/langchain-ai/langchain/assets/2256422/6894023f-f13a-4f0d-8fe2-ed5b0ae2bdd2)
This PR fixes this.
5 months ago
Leonid Ganeline bf55279d39
docs: tutorials update (#17132)
Added the course and the one-pager links
5 months ago
Erick Friis d397721a34
docs: format (#17143) 5 months ago
Arno Schutijzer 863f96b2e0
docs: fix typo in ollama notebook (#17127)
- **Description:** typo fix in ollama notebook
5 months ago
Leonid Ganeline 42c812a549
API References sorted `Partner libs` menu (#17130)
The `Partner libs` menu is not sorted. Now it is long enough, and items
should be sorted to simplify a package search.
- Sorted items in the `Partner libs` menu
5 months ago
Junyoung Park 1ed73f1992
community[minor]: Add SelfQueryRetriever support to PGVector (#16991)
- **Description:** Add SelfQueryRetriever support to PGVector
  - **Issue:** -
  - **Dependencies:** -
  - **Twitter handle:** -

---------

Co-authored-by: Bagatur <baskaryan@gmail.com>
5 months ago
Frank ef082c77b1
community[minor]: add github file loader to load any github file content b… (#15305)
### Description
support load any github file content based on file extension.  

Why not use [git
loader](https://python.langchain.com/docs/integrations/document_loaders/git#load-existing-repository-from-disk)
?
git loader clones the whole repo even only interested part of files,
that's too heavy. This GithubFileLoader only downloads that you are
interested files.

### Twitter handle
my twitter: @shufanhaotop

---------

Co-authored-by: Hao Fan <h_fan@apple.com>
Co-authored-by: Bagatur <baskaryan@gmail.com>
5 months ago
老阿張 ac662b3698
docs: Fix typo in amadeus.ipynb (#16916)
Description: "enviornment should be  environment"? 🤔
Issue: Typo
Dependencies: Nope
Twitter handle: laoazhang
5 months ago
Jan de Boer 2d8015554c
docs: Link to Brave Website added (#16958)
**Description:** Link to the Brave Website added to the
`brave-search.ipynb` notebook.
This notebook is shown in the docs as an example for the brave tool.

**Issue:** There was to reference on where / how to get an api key
 
**Dependencies:** none
 
**Twitter handle:** not for this one :)
5 months ago
os1ma fd88e0f800
docs: update StreamlitCallbackHandler example (#16970)
- **Description:** docs: update StreamlitCallbackHandler example.
  - **Issue:** None
  - **Dependencies:** None

I have updated the example for StreamlitCallbackHandler in the
documentation bellow.
https://python.langchain.com/docs/integrations/callbacks/streamlit

Previously, the example used `initialize_agent`, which has been
deprecated, so I've updated it to use `create_react_agent` instead. Many
langchain users are likely searching examples of combining
`create_react_agent` or `openai_tools_agent_chain` with
StreamlitCallbackHandler. I'm sure this update will be really helpful
for them!

Unfortunately, writing unit tests for this example is difficult, so I
have not written any tests. I have run this code in a standalone Python
script file and ensured it runs correctly.
5 months ago
Marc Mahe f08a9139d2
docs: update mistral docs for version 0.1+ (#17011)
**Description:**
Updated integration page for mistralai.
5 months ago
Ikko Eltociear Ashimine 5f5f5acbc5
docs: fix typo in dspy.ipynb (#16996)
langugage -> language
5 months ago
Eugene Yurtsev 609ea019b2
docs: Update streaming documentation (#17066)
Updating streaming documentation following fix of JSON parser for
streaming json.
5 months ago
Bagatur d8f41d0521
docs: add youtube link (#17065) 5 months ago
Harrison Chase 83fbf0e11a
docs: add structured tools howto to agents (#15772)
Co-authored-by: Bagatur <baskaryan@gmail.com>
5 months ago
Alex Boury 334b6ebdf3
community[minor]: Breebs docs retriever (#16578)
- **Description:** Implementation of breeb retriever with integration
tests ->
libs/community/tests/integration_tests/retrievers/test_breebs.py and
documentation (notebook) ->
docs/docs/integrations/retrievers/breebs.ipynb.
  - **Dependencies:** None
5 months ago
Nova Kwok eb7b05885f
docs: Fix typo in quickstart.ipynb (#16859)
- **Description:** "load HTML **form** web URLs" should be "load HTML
**from** web URLs"? 🤔
  - **Issue:** Typo
  - **Dependencies:** Nope
  - **Twitter handle:** n0vad3v
5 months ago
Shorthills AI cf0b29b6d2
docs: fixing a minor grammatical mistake (#16931) 5 months ago
Shivani Modi fcb875629d
docs: Updating documentation for Konko provider (#16953)
- **Description:** A small update to the Konko provider documentation.

---------

Co-authored-by: Shivani Modi <shivanimodi@Shivanis-MacBook-Pro.local>
5 months ago
Benjamin Muskalla 973ba0d84b
docs: Fix Copilot name (#16956)
The official name is "GitHub Copilot"
5 months ago
IMRAN KHAN 4b17699818
docs: add 2 more tutorials to the list in youtube.mdx (#16998)
- **Description:** add 2 more tutorials to the list in youtube.mdx, 
  - **Twitter handle:** EhThing
5 months ago
Supreet Takkar ae33979813
community[patch]: Allow adding ARNs as model_id to support Amazon Bedrock custom models (#16800)
- **Description:** Adds an additional class variable to `BedrockBase`
called `provider` that allows sending a model provider such as amazon,
cohere, ai21, etc.
Up until now, the model provider is extracted from the `model_id` using
the first part before the `.`, such as `amazon` for
`amazon.titan-text-express-v1` (see [supported list of Bedrock model IDs
here](https://docs.aws.amazon.com/bedrock/latest/userguide/model-ids-arns.html)).
But for custom Bedrock models where the ARN of the provisioned
throughput must be supplied, the `model_id` is like
`arn:aws:bedrock:...` so the `model_id` cannot be extracted from this. A
model `provider` is required by the LangChain Bedrock class to perform
model-based processing. To allow the same processing to be performed for
custom-models of a specific base model type, passing this `provider`
argument can help solve the issues.
The alternative considered here was the use of
`provider.arn:aws:bedrock:...` which then requires ARN to be extracted
and passed separately when invoking the model. The proposed solution
here is simpler and also does not cause issues for current models
already using the Bedrock class.
  - **Issue:** N/A
  - **Dependencies:** N/A

---------

Co-authored-by: Piyush Jain <piyushjain@duck.com>
5 months ago
Vadim Kudlay 75b6fa1134
nvidia-ai-endpoints[patch]: Support User-Agent metadata and minor fixes. (#16942)
- **Description:** Several meta/usability updates, including User-Agent.
  - **Issue:** 
- User-Agent metadata for tracking connector engagement. @milesial
please check and advise.
- Better error messages. Tries harder to find a request ID. @milesial
requested.
- Client-side image resizing for multimodal models. Hope to upgrade to
Assets API solution in around a month.
- `client.payload_fn` allows you to modify payload before network
request. Use-case shown in doc notebook for kosmos_2.
- `client.last_inputs` put back in to allow for advanced
support/debugging.
  - **Dependencies:** 
- Attempts to pull in PIL for image resizing. If not installed, prints
out "please install" message, warns it might fail, and then tries
without resizing. We are waiting on a more permanent solution.

For LC viz: @hinthornw 
For NV viz: @fciannella @milesial @vinaybagade

---------

Co-authored-by: Erick Friis <erick@langchain.dev>
5 months ago
Erick Friis 6ffd5b15bc
pinecone: init pkg (#16556)
<!-- Thank you for contributing to LangChain!

Please title your PR "<package>: <description>", where <package> is
whichever of langchain, community, core, experimental, etc. is being
modified.

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,
- **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` from the root
of the package you've modified to check this locally.

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

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

If no one reviews your PR within a few days, please @-mention one of
@baskaryan, @eyurtsev, @hwchase17.
 -->
5 months ago
Erick Friis db6af21395
docs: exa contents (#16555) 5 months ago
Nicolas Grenié 54fcd476bb
docs: Update ollama examples with new community libraries (#17007)
- **Description:** Updating one line code sample for Ollama with new
**langchain_community** package
  - **Issue:**
  - **Dependencies:** none
  - **Twitter handle:**  @picsoung
5 months ago
Erick Friis afdd636999
docs: partner packages (#16960) 5 months ago
Ashley Xu 66adb95284
docs: BigQuery Vector Search went public review and updated docs (#16896)
Update the docs for BigQuery Vector Search
5 months ago
Massimiliano Pronesti 71f9ea33b6
docs: add quantization to vllm and update API (#16950)
- **Description:** Update vLLM docs to include instructions on how to
use quantized models, as well as to replace the deprecated methods.
5 months ago
Radhakrishnan 3b0fa9079d
docs: Updated integration doc for aleph alpha (#16844)
Description: Updated doc for llm/aleph_alpha with new functions: invoke.
Changed structure of the document to match the required one.
Issue: https://github.com/langchain-ai/langchain/issues/15664
Dependencies: None
Twitter handle: None

---------

Co-authored-by: Radhakrishnan Iyer <radhakrishnan.iyer@ibm.com>
5 months ago
Erick Friis 6fc2835255
docs: fix broken links (#16855) 5 months ago
Erick Friis b1a847366c
community: revert SQL Stores (#16912)
This reverts commit cfc225ecb3.


https://github.com/langchain-ai/langchain/pull/15909#issuecomment-1922418097

These will have existed in langchain-community 0.0.16 and 0.0.17.
5 months ago
akira wu f7c709b40e
doc: fix typo in message_history.ipynb (#16877)
- **Description:** just fixed a small typo in the documentation in the
`expression_language/how_to/message_history` session
[here](https://python.langchain.com/docs/expression_language/how_to/message_history)
5 months ago
Shorthills AI 0bca0f4c24
Docs: Fixed grammatical mistake (#16858)
Co-authored-by: Vishal <141389263+VishalYadavShorthillsAI@users.noreply.github.com>
Co-authored-by: Sanskar Tanwar <142409040+SanskarTanwarShorthillsAI@users.noreply.github.com>
Co-authored-by: UpneetShorthillsAI <144228282+UpneetShorthillsAI@users.noreply.github.com>
Co-authored-by: HarshGuptaShorthillsAI <144897987+HarshGuptaShorthillsAI@users.noreply.github.com>
Co-authored-by: AdityaKalraShorthillsAI <143726711+AdityaKalraShorthillsAI@users.noreply.github.com>
Co-authored-by: SakshiShorthillsAI <144228183+SakshiShorthillsAI@users.noreply.github.com>
Co-authored-by: AashiGuptaShorthillsAI <144897730+AashiGuptaShorthillsAI@users.noreply.github.com>
Co-authored-by: ShamshadAhmedShorthillsAI <144897733+ShamshadAhmedShorthillsAI@users.noreply.github.com>
Co-authored-by: ManpreetShorthillsAI <142380984+ManpreetShorthillsAI@users.noreply.github.com>
Co-authored-by: Aayush <142384656+AayushShorthillsAI@users.noreply.github.com>
Co-authored-by: BajrangBishnoiShorthillsAi <148060486+BajrangBishnoiShorthillsAi@users.noreply.github.com>
5 months ago
Harel Gal 93366861c7
docs: Indicated Guardrails for Amazon Bedrock preview status (#16769)
Added notification about limited preview status of Guardrails for Amazon
Bedrock feature to code example.

---------

Co-authored-by: Piyush Jain <piyushjain@duck.com>
5 months ago
Erick Friis 17e886388b
nomic: init pkg (#16853)
Co-authored-by: Lance Martin <lance@langchain.dev>
5 months ago
Bagatur b0347f3e2b
docs: add csv use case (#16756) 5 months ago
Jacob Lee c6724a39f4
Fix rephrase step in chatbot use case (#16763) 5 months ago
Bob Lin 546b757303
community: Add ChatGLM3 (#15265)
Add [ChatGLM3](https://github.com/THUDM/ChatGLM3) and updated
[chatglm.ipynb](https://python.langchain.com/docs/integrations/llms/chatglm)

---------

Co-authored-by: Bagatur <baskaryan@gmail.com>
Co-authored-by: Harrison Chase <hw.chase.17@gmail.com>
5 months ago
Marina Pliusnina a1ce7ab672
adding parameter for changing the language in SpacyEmbeddings (#15743)
Description: Added the parameter for a possibility to change a language
model in SpacyEmbeddings. The default value is still the same:
"en_core_web_sm", so it shouldn't affect a code which previously did not
specify this parameter, but it is not hard-coded anymore and easy to
change in case you want to use it with other languages or models.

Issue: At Barcelona Supercomputing Center in Aina project
(https://github.com/projecte-aina), a project for Catalan Language
Models and Resources, we would like to use Langchain for one of our
current projects and we would like to comment that Langchain, while
being a very powerful and useful open-source tool, is pretty much
focused on English language. We would like to contribute to make it a
bit more adaptable for using with other languages.

Dependencies: This change requires the Spacy library and a language
model, specified in the model parameter.

Tag maintainer: @dev2049

Twitter handle: @projecte_aina

---------

Co-authored-by: Marina Pliusnina <marina.pliusnina@bsc.es>
Co-authored-by: Harrison Chase <hw.chase.17@gmail.com>
5 months ago
baichuan-assistant f8f2649f12
community: Add Baichuan LLM to community (#16724)
Replace this entire comment with:
- **Description:** Add Baichuan LLM to integration/llm, also updated
related docs.

Co-authored-by: BaiChuanHelper <wintergyc@WinterGYCs-MacBook-Pro.local>
5 months ago
thiswillbeyourgithub 1d082359ee
community: add support for callable filters in FAISS (#16190)
- **Description:**
Filtering in a FAISS vectorstores is very inflexible and doesn't allow
that many use case. I think supporting callable like this enables a lot:
regular expressions, condition on multiple keys etc. **Note** I had to
manually alter a test. I don't understand if it was falty to begin with
or if there is something funky going on.
- **Issue:** None
- **Dependencies:** None
- **Twitter handle:** None

Signed-off-by: thiswillbeyourgithub <26625900+thiswillbeyourgithub@users.noreply.github.com>
5 months ago
Jacob Lee 4a027e622f
docs[patch]: Lower temperature in chatbot usecase notebooks for consistency (#16750)
CC @baskaryan
5 months ago
Jacob Lee 12d2b2ebcf
docs[minor]: LCEL rewrite of chatbot use-case (#16414)
CC @baskaryan @hwchase17

TODO:
- [x] Draft of main quickstart
- [x] Index intro page
- [x] Add subpage guide for Memory management
- [x] Add subpage guide for Retrieval
- [x] Add subpage guide for Tool usage
- [x] Add LangSmith traces illustrating query transformation
5 months ago
Bassem Yacoube 85e93e05ed
community[minor]: Update OctoAI LLM, Embedding and documentation (#16710)
This PR includes updates for OctoAI integrations:
- The LLM class was updated to fix a bug that occurs with multiple
sequential calls
- The Embedding class was updated to support the new GTE-Large endpoint
released on OctoAI lately
- The documentation jupyter notebook was updated to reflect using the
new LLM sdk
Thank you!
5 months ago
Hank 6d6226d96d
docs: Remove accidental extra ``` in QuickStart doc. (#16740)
Description: One too many set of triple-ticks in a sample code block in
the QuickStart doc was causing "\`\`\`shell" to appear in the shell
command that was being demonstrated. I just deleted the extra "```".
Issue: Didn't see one
Dependencies: None
5 months ago
Volodymyr Machula 32c5be8b73
community[minor]: Connery Tool and Toolkit (#14506)
## Summary

This PR implements the "Connery Action Tool" and "Connery Toolkit".
Using them, you can integrate Connery actions into your LangChain agents
and chains.

Connery is an open-source plugin infrastructure for AI.

With Connery, you can easily create a custom plugin with a set of
actions and seamlessly integrate them into your LangChain agents and
chains. Connery will handle the rest: runtime, authorization, secret
management, access management, audit logs, and other vital features.
Additionally, Connery and our community offer a wide range of
ready-to-use open-source plugins for your convenience.

Learn more about Connery:

- GitHub: https://github.com/connery-io/connery-platform
- Documentation: https://docs.connery.io
- Twitter: https://twitter.com/connery_io

## TODOs

- [x] API wrapper
   - [x] Integration tests
- [x] Connery Action Tool
   - [x] Docs
   - [x] Example
   - [x] Integration tests
- [x] Connery Toolkit
  - [x] Docs
  - [x] Example
- [x] Formatting (`make format`)
- [x] Linting (`make lint`)
- [x] Testing (`make test`)
5 months ago
Neli Hateva c95facc293
langchain[minor], community[minor]: Implement Ontotext GraphDB QA Chain (#16019)
- **Description:** Implement Ontotext GraphDB QA Chain
  - **Issue:** N/A
  - **Dependencies:** N/A
  - **Twitter handle:** @OntotextGraphDB
5 months ago
Kirushikesh DB 47bd58dc11
docs: Added illustration of using RetryOutputParser with LLMChain (#16722)
**Description:**
Updated the retry.ipynb notebook, it contains the illustrations of
RetryOutputParser in LangChain. But the notebook lacks to explain the
compatibility of RetryOutputParser with existing chains. This changes
adds some code to illustrate the workflow of using RetryOutputParser
with the user chain.

Changes:
1. Changed RetryWithErrorOutputParser with RetryOutputParser, as the
markdown text says so.
2. Added code at the last of the notebook to define a chain which passes
the LLM completions to the retry parser, which can be customised for
user needs.

**Issue:** 
Since RetryOutputParser/RetryWithErrorOutputParser does not implement
the parse function it cannot be used with LLMChain directly like
[this](https://python.langchain.com/docs/expression_language/cookbook/prompt_llm_parser#prompttemplate-llm-outputparser).
This also raised various issues #15133 #12175 #11719 still open, instead
of adding new features/code changes its best to explain the "how to
integrate LLMChain with retry parsers" clearly with an example in the
corresponding notebook.

Inspired from:
https://github.com/langchain-ai/langchain/issues/15133#issuecomment-1868972580

---------

Co-authored-by: Harrison Chase <hw.chase.17@gmail.com>
5 months ago
Jael Gu a1aa3a657c
community[patch]: Milvus supports add & delete texts by ids (#16256)
# Description

To support [langchain
indexing](https://python.langchain.com/docs/modules/data_connection/indexing)
as requested by users, vectorstore Milvus needs to support:
- document addition by id (`add_documents` method with `ids` argument)
- delete by id (`delete` method with `ids` argument)

Example usage:

```python
from langchain.indexes import SQLRecordManager, index
from langchain.schema import Document
from langchain_community.vectorstores import Milvus
from langchain_openai import OpenAIEmbeddings

collection_name = "test_index"
embedding = OpenAIEmbeddings()
vectorstore = Milvus(embedding_function=embedding, collection_name=collection_name)

namespace = f"milvus/{collection_name}"
record_manager = SQLRecordManager(
    namespace, db_url="sqlite:///record_manager_cache.sql"
)
record_manager.create_schema()

doc1 = Document(page_content="kitty", metadata={"source": "kitty.txt"})
doc2 = Document(page_content="doggy", metadata={"source": "doggy.txt"})

index(
    [doc1, doc1, doc2],
    record_manager,
    vectorstore,
    cleanup="incremental",  # None, "incremental", or "full"
    source_id_key="source",
)
```

# Fix issues

Fix https://github.com/milvus-io/milvus/issues/30112

---------

Signed-off-by: Jael Gu <mengjia.gu@zilliz.com>
Co-authored-by: Bagatur <baskaryan@gmail.com>
5 months ago
Abhinav 8e44363ec9
langchain_community: Update documentation for installing llama-cpp-python on windows (#16666)
**Description** : This PR updates the documentation for installing
llama-cpp-python on Windows.

- Updates install command to support pyproject.toml
- Makes CPU/GPU install instructions clearer
- Adds reinstall with GPU support command

**Issue**: Existing
[documentation](https://python.langchain.com/docs/integrations/llms/llamacpp#compiling-and-installing)
lists the following commands for installing llama-cpp-python
```
python setup.py clean
python setup.py install
````
The current version of the repo does not include a `setup.py` and uses a
`pyproject.toml` instead.
This can be replaced with
```
python -m pip install -e .
```
As explained in
https://github.com/abetlen/llama-cpp-python/issues/965#issuecomment-1837268339
**Dependencies**: None
**Twitter handle**: None

---------

Co-authored-by: blacksmithop <angstycoder101@gmaii.com>
5 months ago
Benito Geordie f3fdc5c5da
community: Added integrations for ThirdAI's NeuralDB with Retriever and VectorStore frameworks (#15280)
**Description:** Adds ThirdAI NeuralDB retriever and vectorstore
integration. NeuralDB is a CPU-friendly and fine-tunable text retrieval
engine.
5 months ago
Jonathan Bennion 815896ff13
langchain: pubmed tool path update in doc (#16716)
- **Description:** The current pubmed tool documentation is referencing
the path to langchain core not the path to the tool in community. The
old tool redirects anyways, but for efficiency of using the more direct
path, just adding this documentation so it references the new path
  - **Issue:** doesn't fix an issue
  - **Dependencies:** no dependencies
  - **Twitter handle:** rooftopzen
5 months ago
Lance Martin 1bfadecdd2
Update Slack agent toolkit (#16732)
Co-authored-by: taimoOptTech <132860814+taimo3810@users.noreply.github.com>
5 months ago
Choi JaeHun ba70630829
docs: Syntax correction according to langchain version update in 'Retry Parser' tutorial example (#16699)
- **Description:** Syntax correction according to langchain version
update in 'Retry Parser' tutorial example,
- **Issue:** #16698

---------

Co-authored-by: Harrison Chase <hw.chase.17@gmail.com>
5 months ago
Bob Lin 0866a984fe
Update `n_gpu_layers`"s description (#16685)
The `n_gpu_layers` parameter in `llama.cpp` supports the use of `-1`,
which means to offload all layers to the GPU, so the document has been
updated.

Ref:
35918873b4/llama_cpp/server/settings.py (L29C22-L29C117)


35918873b4/llama_cpp/llama.py (L125)
5 months ago
Daniel Erenrich 0600998f38
community: Wikidata tool support (#16691)
- **Description:** Adds Wikidata support to langchain. Can read out
documents from Wikidata.
  - **Issue:** N/A
- **Dependencies:** Adds implicit dependencies for
`wikibase-rest-api-client` (for turning items into docs) and
`mediawikiapi` (for hitting the search endpoint)
  - **Twitter handle:** @derenrich

You can see an example of this tool used in a chain
[here](https://nbviewer.org/urls/d.erenrich.net/upload/Wikidata_Langchain.ipynb)
or
[here](https://nbviewer.org/urls/d.erenrich.net/upload/Wikidata_Lars_Kai_Hansen.ipynb)

<!-- Thank you for contributing to LangChain!


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

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

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

If no one reviews your PR within a few days, please @-mention one of
@baskaryan, @eyurtsev, @hwchase17.
 -->
5 months ago
Owen Sims e451c8adc1
Community: Update Ionic Shopping Docs (#16700)
- **Description:** Update to docs as originally introduced in
https://github.com/langchain-ai/langchain/pull/16649 (reviewed by
@baskaryan),
- **Twitter handle:**
[@ioniccommerce](https://twitter.com/ioniccommerce)
5 months ago
Yelin Zhang bc7607a4e9
docs: remove iprogress warnings (#16697)
- **Description:** removes iprogress warning texts from notebooks,
resulting in a little nicer to read documentation
5 months ago
ARKA1112 3c387bc12d
docs: Error when importing packages from pydantic [docs] (#16564)
URL : https://python.langchain.com/docs/use_cases/extraction

Desc: 
<b> While the following statement executes successfully, it throws an
error which is described below when we use the imported packages</b>
 ```py 
from pydantic import BaseModel, Field, validator
```
Code: 
```python
from langchain.output_parsers import PydanticOutputParser
from langchain.prompts import (
    PromptTemplate,
)
from langchain_openai import OpenAI
from pydantic import BaseModel, Field, validator

# Define your desired data structure.
class Joke(BaseModel):
    setup: str = Field(description="question to set up a joke")
    punchline: str = Field(description="answer to resolve the joke")

    # You can add custom validation logic easily with Pydantic.
    @validator("setup")
    def question_ends_with_question_mark(cls, field):
        if field[-1] != "?":
            raise ValueError("Badly formed question!")
        return field
```

Error:
```md
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/2.5/u/validator-field-config-info
```

Solution:
Instead of doing:
```py
from pydantic import BaseModel, Field, validator
```
We should do:
```py
from langchain_core.pydantic_v1 import BaseModel, Field, validator
```
Thanks.

---------

Co-authored-by: Bagatur <baskaryan@gmail.com>
5 months ago
Leonid Ganeline 5e73603e8a
docs: `DeepInfra` provider page update (#16665)
- added description, links
- consistent formatting
- added links to the example pages
5 months ago
Jarod Stewart 0bc397957b
docs: document Ionic Tool (#16649)
- **Description:** Documentation for the Ionic Tool. A shopping
assistant tool that effortlessly adds e-commerce capabilities to your
Agent.
5 months ago
Seungwoo Ryu 570b4f8e66
docs: Update openai_tools.ipynb (#16618)
typo
5 months ago
Callum 6a75ef74ca
docs: Fix typo in XML agent documentation (#16645)
This is a tiny PR that just replacer "moduels" with "modules" in the
documentation for XML agents.
5 months ago
baichuan-assistant 70ff54eace
community[minor]: Add Baichuan Text Embedding Model and Baichuan Inc introduction (#16568)
- **Description:** Adding Baichuan Text Embedding Model and Baichuan Inc
introduction.

Baichuan Text Embedding ranks #1 in C-MTEB leaderboard:
https://huggingface.co/spaces/mteb/leaderboard

Co-authored-by: BaiChuanHelper <wintergyc@WinterGYCs-MacBook-Pro.local>
5 months ago
Ghani e30c6662df
Langchain-community : EdenAI chat integration. (#16377)
- **Description:** This PR adds [EdenAI](https://edenai.co/) for the
chat model (already available in LLM & Embeddings). It supports all
[ChatModel] functionality: generate, async generate, stream, astream and
batch. A detailed notebook was added.

  - **Dependencies**: No dependencies are added as we call a rest API.

---------

Co-authored-by: Eugene Yurtsev <eyurtsev@gmail.com>
5 months ago
Bagatur 61e876aad8
openai[patch]: Explicitly support embedding dimensions (#16596) 5 months ago
Bagatur 6c89507988
docs: add rag citations page (#16549) 5 months ago
Bagatur db80832e4f
docs: output parser nits (#16588) 5 months ago
Bagatur ef42d9d559
core[patch], community[patch], openai[patch]: consolidate openai tool… (#16485)
… converters

One way to convert anything to an OAI function:
convert_to_openai_function
One way to convert anything to an OAI tool: convert_to_openai_tool
Corresponding bind functions on OAI models: bind_functions, bind_tools
5 months ago
Brian Burgin 148347e858
community[minor]: Add LiteLLM Router Integration (#15588)
community:

  - **Description:**
- Add new ChatLiteLLMRouter class that allows a client to use a LiteLLM
Router as a LangChain chat model.
- Note: The existing ChatLiteLLM integration did not cover the LiteLLM
Router class.
    - Add tests and Jupyter notebook.
  - **Issue:** None
  - **Dependencies:** Relies on existing ChatLiteLLM integration
  - **Twitter handle:** @bburgin_0

---------

Co-authored-by: Bagatur <baskaryan@gmail.com>
5 months ago
Bob Lin 35e60728b7
docs: Fix broken urls (#16559) 5 months ago
Bob Lin 6023953ea7
docs: Fix github link (#16560) 5 months ago
Erick Friis adc008407e
exa: init pkg (#16553) 5 months ago
Rave Harpaz c4e9c9ca29
community[minor]: Add OCI Generative AI integration (#16548)
<!-- Thank you for contributing to LangChain!

Please title your PR "<package>: <description>", where <package> is
whichever of langchain, community, core, experimental, etc. is being
modified.

Replace this entire comment with:
- **Description:** Adding Oracle Cloud Infrastructure Generative AI
integration. Oracle Cloud Infrastructure (OCI) Generative AI is a fully
managed service that provides a set of state-of-the-art, customizable
large language models (LLMs) that cover a wide range of use cases, and
which is available through a single API. Using the OCI Generative AI
service you can access ready-to-use pretrained models, or create and
host your own fine-tuned custom models based on your own data on
dedicated AI clusters.
https://docs.oracle.com/en-us/iaas/Content/generative-ai/home.htm
  - **Issue:** None,
  - **Dependencies:** OCI Python SDK,
- **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` from the root
of the package you've modified to check this locally.
Passed

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

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

we provide unit tests. However, we cannot provide integration tests due
to Oracle policies that prohibit public sharing of api keys.
 
If no one reviews your PR within a few days, please @-mention one of
@baskaryan, @eyurtsev, @hwchase17.
 -->

---------

Co-authored-by: Arthur Cheng <arthur.cheng@oracle.com>
Co-authored-by: Bagatur <baskaryan@gmail.com>
5 months ago
Leonid Ganeline f6a05e964b
docs: `Hugging Face` update (#16490)
- added missed integrations to the platform page
- updated integration examples: added links and fixed formats
5 months ago
Harel Gal a91181fe6d
community[minor]: add support for Guardrails for Amazon Bedrock (#15099)
Added support for optionally supplying 'Guardrails for Amazon Bedrock'
on both types of model invocations (batch/regular and streaming) and for
all models supported by the Amazon Bedrock service.

@baskaryan  @hwchase17

```python 
llm = Bedrock(model_id="<model_id>", client=bedrock,
                  model_kwargs={},
                  guardrails={"id": " <guardrail_id>",
                              "version": "<guardrail_version>",
                               "trace": True}, callbacks=[BedrockAsyncCallbackHandler()])

class BedrockAsyncCallbackHandler(AsyncCallbackHandler):
    """Async callback handler that can be used to handle callbacks from langchain."""

    async def on_llm_error(
            self,
            error: BaseException,
            **kwargs: Any,
    ) -> Any:
        reason = kwargs.get("reason")
        if reason == "GUARDRAIL_INTERVENED":
           # kwargs contains additional trace information sent by 'Guardrails for Bedrock' service.
            print(f"""Guardrails: {kwargs}""")


# streaming 
llm = Bedrock(model_id="<model_id>", client=bedrock,
                  model_kwargs={},
                  streaming=True,
                  guardrails={"id": "<guardrail_id>",
                              "version": "<guardrail_version>"})
```

---------

Co-authored-by: Bagatur <baskaryan@gmail.com>
6 months ago
Martin Kolb 04651f0248
community[minor]: VectorStore integration for SAP HANA Cloud Vector Engine (#16514)
- **Description:**
This PR adds a VectorStore integration for SAP HANA Cloud Vector Engine,
which is an upcoming feature in the SAP HANA Cloud database
(https://blogs.sap.com/2023/11/02/sap-hana-clouds-vector-engine-announcement/).

  - **Issue:** N/A
- **Dependencies:** [SAP HANA Python
Client](https://pypi.org/project/hdbcli/)
  - **Twitter handle:** @sapopensource

Implementation of the integration:
`libs/community/langchain_community/vectorstores/hanavector.py`

Unit tests:
`libs/community/tests/unit_tests/vectorstores/test_hanavector.py`

Integration tests:
`libs/community/tests/integration_tests/vectorstores/test_hanavector.py`

Example notebook:
`docs/docs/integrations/vectorstores/hanavector.ipynb`

Access credentials for execution of the integration tests can be
provided to the maintainers.

---------

Co-authored-by: sascha <sascha.stoll@sap.com>
Co-authored-by: Bagatur <baskaryan@gmail.com>
6 months ago
Bob Lin 54dd8e52a8
docs: Updated comments about `n_gpu_layers` in the Metal section (#16501)
Ref: https://github.com/langchain-ai/langchain/issues/16502
6 months ago
Anastasiia Manokhina ce595f0203
docs:Updated integration docs structure for chat/google_vertex_ai_palm (#16201)
Description: 

- checked that the doc chat/google_vertex_ai_palm is using new
functions: invoke, stream etc.
- added Gemini example
- fixed wrong output in Sanskrit example

Issue: https://github.com/langchain-ai/langchain/issues/15664
Dependencies: None
Twitter handle: None
6 months ago
Erick Friis 8d299645f9
docs: rm output (#16519) 6 months ago
Lance Martin 0b740ebd49
Update SQL agent toolkit docs (#16409) 6 months ago
Francisco Ingham 13cf4594f4
docs: added a few suggestions for sql docs (#16508) 6 months ago
Eugene Yurtsev 6004e9706f
Docs: Add streaming section (#16468)
Adds a streaming section to LangChain documentation, explaining
`stream`/`astream` API and `astream_events` API.
6 months ago
Tipwheal 66aafc0573
Docs: typo in tool use quick start page (#16494)
Minor typo fix
6 months ago
BeatrixCohere 2b2285dac0
docs: Update cohere rerank and comparison docs (#16198)
- **Description:** Update the cohere rerank docs to use cohere
embeddings
  - **Issue:** n/a
  - **Dependencies:** n/a
  - **Twitter handle:** n/a
6 months ago
Raunak 476bf8b763
community[patch]: Load list of files using UnstructuredFileLoader (#16216)
- **Description:** Updated `_get_elements()` function of
`UnstructuredFileLoader `class to check if the argument self.file_path
is a file or list of files. If it is a list of files then it iterates
over the list of file paths, calls the partition function for each one,
and appends the results to the elements list. If self.file_path is not a
list, it calls the partition function as before.
  
  - **Issue:** Fixed #15607,
  - **Dependencies:** NA
  - **Twitter handle:** NA

Co-authored-by: H161961 <Raunak.Raunak@Honeywell.com>
6 months ago
Xudong Sun 019b6ebe8d
community[minor]: Add iFlyTek Spark LLM chat model support (#13389)
- **Description:** This PR enables LangChain to access the iFlyTek's
Spark LLM via the chat_models wrapper.
  - **Dependencies:** websocket-client ^1.6.1
  - **Tag maintainer:** @baskaryan 

### SparkLLM chat model usage

Get SparkLLM's app_id, api_key and api_secret from [iFlyTek SparkLLM API
Console](https://console.xfyun.cn/services/bm3) (for more info, see
[iFlyTek SparkLLM Intro](https://xinghuo.xfyun.cn/sparkapi) ), then set
environment variables `IFLYTEK_SPARK_APP_ID`, `IFLYTEK_SPARK_API_KEY`
and `IFLYTEK_SPARK_API_SECRET` or pass parameters when using it like the
demo below:

```python3
from langchain.chat_models.sparkllm import ChatSparkLLM

client = ChatSparkLLM(
    spark_app_id="<app_id>",
    spark_api_key="<api_key>",
    spark_api_secret="<api_secret>"
)
```
6 months ago
Eugene Yurtsev d898d2f07b
docs: Fix version in which astream_events was released (#16481)
Fix typo in version
6 months ago
bu2kx ff3163297b
community[minor]: Add KDBAI vector store (#12797)
Addition of KDBAI vector store (https://kdb.ai).

Dependencies: `kdbai_client` v0.1.2 Python package.

Sample notebook: `docs/docs/integrations/vectorstores/kdbai.ipynb`

Tag maintainer: @bu2kx
Twitter handle: @kxsystems
6 months ago
JongRok BAEK 4ec3fe4680
docs: Updated integration docs structure for chat/anthropic (#16268)
Description: 
- Added output and environment variables
- Updated the documentation for chat/anthropic, changing references from
`langchain.schema` to `langchain_core.prompts`.

Issue: https://github.com/langchain-ai/langchain/issues/15664
Dependencies: None
Twitter handle: None

Since this is my first open-source PR, please feel free to point out any
mistakes, and I'll be eager to make corrections.
6 months ago
Shivani Modi 4e160540ff
community[minor]: Adding Konko Completion endpoint (#15570)
This PR introduces update to Konko Integration with LangChain.

1. **New Endpoint Addition**: Integration of a new endpoint to utilize
completion models hosted on Konko.

2. **Chat Model Updates for Backward Compatibility**: We have updated
the chat models to ensure backward compatibility with previous OpenAI
versions.

4. **Updated Documentation**: Comprehensive documentation has been
updated to reflect these new changes, providing clear guidance on
utilizing the new features and ensuring seamless integration.

Thank you to the LangChain team for their exceptional work and for
considering this PR. Please let me know if any additional information is
needed.

---------

Co-authored-by: Shivani Modi <shivanimodi@Shivanis-MacBook-Pro.local>
Co-authored-by: Shivani Modi <shivanimodi@Shivanis-MBP.lan>
6 months ago
Facundo Santiago 92e6a641fd
feat: adding paygo api support for Azure ML / Azure AI Studio (#14560)
- **Description:** Introducing support for LLMs and Chat models running
in Azure AI studio and Azure ML using the new deployment mode
pay-as-you-go (model as a service).
- **Issue:** NA
- **Dependencies:** None.
- **Tag maintainer:** @prakharg-msft @gdyre 
- **Twitter handle:** @santiagofacundo

Examples added:
*
[docs/docs/integrations/llms/azure_ml.ipynb](https://github.com/santiagxf/langchain/blob/santiagxf/azureml-endpoints-paygo-community/docs/docs/integrations/chat/azureml_endpoint.ipynb)
*
[docs/docs/integrations/chat/azureml_chat_endpoint.ipynb](https://github.com/santiagxf/langchain/blob/santiagxf/azureml-endpoints-paygo-community/docs/docs/integrations/chat/azureml_chat_endpoint.ipynb)

---------

Co-authored-by: Harrison Chase <hw.chase.17@gmail.com>
6 months ago
baichuan-assistant 20fcd49348
community: Fix Baichuan Chat. (#15207)
- **Description:** Baichuan Chat (with both Baichuan-Turbo and
Baichuan-Turbo-192K models) has updated their APIs. There are breaking
changes. For example, BAICHUAN_SECRET_KEY is removed in the latest API
but is still required in Langchain. Baichuan's Langchain integration
needs to be updated to the latest version.
  - **Issue:** #15206
  - **Dependencies:** None,
  - **Twitter handle:** None

@hwchase17.

Co-authored-by: BaiChuanHelper <wintergyc@WinterGYCs-MacBook-Pro.local>
6 months ago
gcheron cfc225ecb3
community: SQLStrStore/SQLDocStore provide an easy SQL alternative to `InMemoryStore` to persist data remotely in a SQL storage (#15909)
**Description:**

- Implement `SQLStrStore` and `SQLDocStore` classes that inherits from
`BaseStore` to allow to persist data remotely on a SQL server.
- SQL is widely used and sometimes we do not want to install a caching
solution like Redis.
- Multiple issues/comments complain that there is no easy remote and
persistent solution that are not in memory (users want to replace
InMemoryStore), e.g.,
https://github.com/langchain-ai/langchain/issues/14267,
https://github.com/langchain-ai/langchain/issues/15633,
https://github.com/langchain-ai/langchain/issues/14643,
https://stackoverflow.com/questions/77385587/persist-parentdocumentretriever-of-langchain
- This is particularly painful when wanting to use
`ParentDocumentRetriever `
- This implementation is particularly useful when:
     * it's expensive to construct an InMemoryDocstore/dict
     * you want to retrieve documents from remote sources
     * you just want to reuse existing objects
- This implementation integrates well with PGVector, indeed, when using
PGVector, you already have a SQL instance running. `SQLDocStore` is a
convenient way of using this instance to store documents associated to
vectors. An integration example with ParentDocumentRetriever and
PGVector is provided in docs/docs/integrations/stores/sql.ipynb or
[here](https://github.com/gcheron/langchain/blob/sql-store/docs/docs/integrations/stores/sql.ipynb).
- It persists `str` and `Document` objects but can be easily extended.

 **Issue:**

Provide an easy SQL alternative to `InMemoryStore`.

---------

Co-authored-by: Harrison Chase <hw.chase.17@gmail.com>
6 months ago
dudgeon 26b2ad6d5b
Fixed typo on quickstart.ipynb (#16482)
- **Description:** Quick typo fix: `inpect` >> `inspect`
  - **Issue:** N/A
  - **Dependencies:** any dependencies required for this change,
  - **Twitter handle:** @geoffdudgeon
6 months ago
Eugene Yurtsev 39d1cbfecf
Docs: Document astream_events API (#16300)
Document astream events API
6 months ago
Florian MOREL 4b7969efc5
community[minor]: New documents loader for visio files (with extension .vsdx) (#16171)
**Description** : New documents loader for visio files (with extension
.vsdx)

A [visio file](https://fr.wikipedia.org/wiki/Microsoft_Visio) (with
extension .vsdx) is associated with Microsoft Visio, a diagram creation
software. It stores information about the structure, layout, and
graphical elements of a diagram. This format facilitates the creation
and sharing of visualizations in areas such as business, engineering,
and computer science.

A Visio file can contain multiple pages. Some of them may serve as the
background for others, and this can occur across multiple layers. This
loader extracts the textual content from each page and its associated
pages, enabling the extraction of all visible text from each page,
similar to what an OCR algorithm would do.

**Dependencies** : xmltodict package
6 months ago
KhoPhi fb41b68ea1
docs: Update with LCEL examples to Ollama & ChatOllama Integration notebook (#16194)
- **Description:** Updated the Chat/Ollama docs notebook with LCEL chain
examples

- **Issue:**  #15664 I'm a new contributor 😊

- **Dependencies:** No dependencies

- **Twitter handle:** 

Comments:

- How do I truncate the output of the stream in the notebook if and or
when it goes on and on and on for even the basic of prompts?

Edit:

Looking forward to feedback @baskaryan

---------

Co-authored-by: Bagatur <baskaryan@gmail.com>
6 months ago
Michael Gorham 3b0226b2c6
docs: Update redis_chat_message_history.ipynb (#16344)
## Problem
Spent several hours trying to figure out how to pass
`RedisChatMessageHistory` as a `GetSessionHistoryCallable` with a
different REDIS hostname. This example kept connecting to
`redis://localhost:6379`, but I wanted to connect to a server not hosted
locally.

## Cause
Assumption the user knows how to implement `BaseChatMessageHistory` and
`GetSessionHistoryCallable`

## Solution
Update documentation to show how to explicitly set the REDIS hostname
using a lambda function much like the MongoDB and SQLite examples.
6 months ago
Ian c98994c3c9
docs: Improve notebook to show how to use tidb to store history messages (#16420)
After merging [PR
#16304](https://github.com/langchain-ai/langchain/pull/16304), I
realized that our notebook example for integrating TiDB with LangChain
was too basic. To make it more useful and user-friendly, I plan to
create a detailed example. This will show how to use TiDB for saving
history messages in LangChain, offering a clearer, more practical guide
for our users
6 months ago
Eugene Yurtsev c88750d54b
Docs: Agent streaming notebooks (#15858)
Update information about streaming in the agents section. Show how to
use astream_events to get token by token streaming.
6 months ago
Eugene Yurtsev e5672bc944
docs: Re-write custom agent to show to write a tools agent (#15907)
Shows how to write a tools agent rather than a functions agent.
6 months ago
Boris Feld 404abf139a
community: Add CometLLM tracing context var (#15765)
I also added LANGCHAIN_COMET_TRACING to enable the CometLLM tracing
integration similar to other tracing integrations. This is easier for
end-users to enable it rather than importing the callback and pass it
manually.

(This is the same content as
https://github.com/langchain-ai/langchain/pull/14650 but rebased and
squashed as something seems to confuse Github Action).
6 months ago
Jennifer Melot d6275e47f2
docs: Updated integration docs structure for tools/arxiv (#16091) (#16250)
- **Description:** Updated docs for tools/arxiv to use `AgentExecutor`
and `invoke`
  - **Issue:** #15664
  - **Dependencies:** None
  - **Twitter handle:** None
6 months ago
ChengZi a950fa0487
docs: add milvus multitenancy doc (#16177)
- **Description:** add milvus multitenancy doc, it is an example for
this [pr](https://github.com/langchain-ai/langchain/pull/15740) .
  - **Issue:** No,
  - **Dependencies:** No,
  - **Twitter handle:** No

Signed-off-by: ChengZi <chen.zhang@zilliz.com>
6 months ago
parkererickson-tg b26a22f307
community[minor]: add TigerGraph support (#16280)
**Description:** Add support for querying TigerGraph databases through
the InquiryAI service.
**Issue**: N/A
**Dependencies:** N/A
**Twitter handle:** @TigerGraphDB
6 months ago
Christophe Bornet 8da34118bc
docs: Add documentation for Cassandra Document Loader (#16282) 6 months ago
Jonathan Algar 774e543e1f
docs: fix formatting issue in rockset.ipynb (#16328)
**Description:** randomly discovered while working on another PR
https://github.com/quarto-dev/quarto-cli/discussions/8131#discussioncomment-8027706

@anubhav94N ICYI
6 months ago
Ian b9f5104e6c
communty[minor]: Store Message History to TiDB Database (#16304)
This pull request integrates the TiDB database into LangChain for
storing message history, marking one of several steps towards a
comprehensive integration of TiDB with LangChain.


A simple usage
```python
from datetime import datetime
from langchain_community.chat_message_histories import TiDBChatMessageHistory

history = TiDBChatMessageHistory(
    connection_string="mysql+pymysql://<host>:<PASSWORD>@<host>:4000/<db>?ssl_ca=/etc/ssl/cert.pem&ssl_verify_cert=true&ssl_verify_identity=true",
    session_id="code_gen",
    earliest_time=datetime.utcnow(),  # Optional to set earliest_time to load messages after this time point.
)

history.add_user_message("hi! How's feature going?")
history.add_ai_message("It's almot done")
```
6 months ago
Sarthak Chaure dd5b8107b1
Docs: Updated callbacks/index.mdx (#16404)
The callbacks get started demo code was updated , replacing the
chain.run() command ( which is now depricated) ,with the updated
chain.invoke() command.
Solving the following issue : #16379
Twitter/X : @Hazxhx
6 months ago
Omar-aly 873de14cd8
docs: update vectorstores/llm_rails integration doc (#16199)
Description:
- Updated the docs for the vectorstores integration module
llm_rails.ipynb

Issue:
- [Connected to Issue
#15664](https://github.com/langchain-ai/langchain/issues/15664)
 
Dependencies:
- N/A

Co-authored-by: omaraly23 <112936089+omaraly22@users.noreply.github.com>
6 months ago
Lance Martin 369e90d427
docs: Minor update to Robocorp toolkit docs (#16399) 6 months ago
Hadi a1c0cf21c9
docs: Update import library for StreamlitCallbackHandler (#16401)
- **Description:** Some code sources have been moved from `langchain` to
`langchain_community` and so the documentation is not yet up-to-date.
This is specifically true for `StreamlitCallbackHandler` which returns a
`warning` message if not loaded from `langchain_community`.,
- **Issue:** I don't see a # issue that could address this problem but
perhaps #10744,
- **Dependencies:** Since it's a documentation change no dependencies
are required
6 months ago
JaguarDB 7ecd2f22ac
community[patch]: update documentation on jaguar vector store (#16346)
- **Description:** update documentation on jaguar vector store:
Instruction for setting up jaguar server and usage of text_tag.
  - **Issue:** 
  - **Dependencies:** 
  - **Twitter handle:**

---------

Co-authored-by: JY <jyjy@jaguardb>
6 months ago
Iskren Ivov Chernev fc196cab12
community[minor]: DeepInfra support for chat models (#16380)
Add deepinfra chat models support.

This is https://github.com/langchain-ai/langchain/pull/14234 re-opened
from my branch (so maintainers can edit).
6 months ago
Bagatur eac91b60c9
docs: qa rag nit (#16400) 6 months ago
Bagatur 1dc6c1ce06
core[patch], community[patch], langchain[patch], docs: Update SQL chains/agents/docs (#16168)
Revamp SQL use cases docs. In the process update SQL chains and agents.
6 months ago
Jatin Chawda 05162928c0
Docs: Fixed Urls of AsyncHtmlLoader, AsyncChromiumLoader and HTML2Text links in Web scraping Docs (#16365)
Fixing links in documentation.
6 months ago
Christophe Bornet f9be877ed7
Docs: Add self-querying retriever and store to AstraDB provider doc (#16362)
Add self-querying retriever and store to AstraDB provider doc
6 months ago
Mateusz Szewczyk 076dbb1a8f
docs: IBM watsonx.ai Use `invoke` instead of `__call__` (#16371)
- **Description:** Updating documentation of IBM
[watsonx.ai](https://www.ibm.com/products/watsonx-ai) LLM with using
`invoke` instead of `__call__`
- **Dependencies:**
[ibm-watsonx-ai](https://pypi.org/project/ibm-watsonx-ai/),
  - **Tag maintainer:** : 

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

The following warning information show when i use `run` and `__call__`
method:
```
LangChainDeprecationWarning: The function `__call__` was deprecated in LangChain 0.1.7 and will be removed in 0.2.0. Use invoke instead.
  warn_deprecated(
```

We need to update documentation for using `invoke` method
6 months ago
Bob Lin c6bd7778b0
Use `invoke` instead of `__call__` (#16369)
The following warning information will be displayed when i use
`llm(PROMPT)`:

```python
/Users/169/llama.cpp/venv/lib/python3.11/site-packages/langchain_core/_api/deprecation.py:117: LangChainDeprecationWarning: The function `__call__` was deprecated in LangChain 0.1.7 and will be removed in 0.2.0. Use invoke instead.
  warn_deprecated(
```

So I changed to standard usage.
6 months ago
Virat Singh c2a614eddc
community: Add PolygonLastQuote Tool and Toolkit (#15990)
**Description:** 
In this PR, I am adding a `PolygonLastQuote` Tool, which can be used to
get the latest price quote for a given ticker / stock.

Additionally, I've added a Polygon Toolkit, which we can use to
encapsulate future tools that we build for Polygon.

**Twitter handle:** [@virattt](https://twitter.com/virattt)

---------

Co-authored-by: Harrison Chase <hw.chase.17@gmail.com>
6 months ago
Bagatur 1e29b676d5
core[patch]: simple fallback streaming (#16055) 6 months ago
Hamza Kyamanywa 39b3c6d94c
langchain[patch]: Add konlpy based text splitting for Korean (#16003)
- **Description:** Adds a text splitter based on
[Konlpy](https://konlpy.org/en/latest/#start) which is a Python package
for natural language processing (NLP) of the Korean language. (It is
like Spacy or NLTK for Korean)
- **Dependencies:** Konlpy would have to be installed before this
splitter is used,
  - **Twitter handle:** @untilhamza
6 months ago
Hongyu Lin 9b0a531aa2
doc: Fix small typo in quickstart (#16164)
- **Description:** fix small typo in quickstart

---------

Co-authored-by: Bagatur <baskaryan@gmail.com>
6 months ago
Lance Martin 881d1c3ec5
Update MultiON toolkit docs (#16286) 6 months ago
Bagatur 6f7a414955
docs: fix links (#16284) 6 months ago
Lance Martin f63906a9c2
Test and update MultiON agent toolkit docs (#16235) 6 months ago
Ashley Xu 0f99646ca6
docs: add the enrollment form for`BigQueryVectorSearch` (#16240)
This PR adds the enrollment form for BigQueryVectorSearch.
6 months ago
Eugene Yurtsev 177af65dc4
core[minor]: RFC Add astream_events to Runnables (#16172)
This PR adds `astream_events` method to Runnables to make it easier to
stream data from arbitrary chains.

* Streaming only works properly in async right now
* One should use `astream()` with if mixing in imperative code as might
be done with tool implementations
* Astream_log has been modified with minimal additive changes, so no
breaking changes are expected
* Underlying callback code / tracing code should be refactored at some
point to handle things more consistently (OK for now)

- ~~[ ] verify event for on_retry~~ does not work until we implement
streaming for retry
- ~~[ ] Any rrenaming? Should we rename "event" to "hook"?~~
- [ ] Any other feedback from community?
- [x] throw NotImplementedError for `RunnableEach` for now

## Example

See this [Example
Notebook](dbbc7fa0d6/docs/docs/modules/agents/how_to/streaming_events.ipynb)
for an example with streaming in the context of an Agent

## Event Hooks Reference

Here is a reference table that shows some events that might be emitted
by the various Runnable objects.
Definitions for some of the Runnable are included after the table.


| event | name | chunk | input | output |

|----------------------|------------------|---------------------------------|-----------------------------------------------|-------------------------------------------------|
| on_chat_model_start | [model name] | | {"messages": [[SystemMessage,
HumanMessage]]} | |
| on_chat_model_stream | [model name] | AIMessageChunk(content="hello")
| | |
| on_chat_model_end | [model name] | | {"messages": [[SystemMessage,
HumanMessage]]} | {"generations": [...], "llm_output": None, ...} |
| on_llm_start | [model name] | | {'input': 'hello'} | |
| on_llm_stream | [model name] | 'Hello' | | |
| on_llm_end | [model name] | | 'Hello human!' |
| on_chain_start | format_docs | | | |
| on_chain_stream | format_docs | "hello world!, goodbye world!" | | |
| on_chain_end | format_docs | | [Document(...)] | "hello world!,
goodbye world!" |
| on_tool_start | some_tool | | {"x": 1, "y": "2"} | |
| on_tool_stream | some_tool | {"x": 1, "y": "2"} | | |
| on_tool_end | some_tool | | | {"x": 1, "y": "2"} |
| on_retriever_start | [retriever name] | | {"query": "hello"} | |
| on_retriever_chunk | [retriever name] | {documents: [...]} | | |
| on_retriever_end | [retriever name] | | {"query": "hello"} |
{documents: [...]} |
| on_prompt_start | [template_name] | | {"question": "hello"} | |
| on_prompt_end | [template_name] | | {"question": "hello"} |
ChatPromptValue(messages: [SystemMessage, ...]) |


Here are declarations associated with the events shown above:

`format_docs`:

```python
def format_docs(docs: List[Document]) -> str:
    '''Format the docs.'''
    return ", ".join([doc.page_content for doc in docs])

format_docs = RunnableLambda(format_docs)
```

`some_tool`:

```python
@tool
def some_tool(x: int, y: str) -> dict:
    '''Some_tool.'''
    return {"x": x, "y": y}
```

`prompt`:

```python
template = ChatPromptTemplate.from_messages(
    [("system", "You are Cat Agent 007"), ("human", "{question}")]
).with_config({"run_name": "my_template", "tags": ["my_template"]})
```
6 months ago
Erick Friis aa35b43bcd
docs, google-vertex[patch]: function docs (#16231) 6 months ago
Erick Friis f2b2d59e82
docs: transport and client options docs (#16226)
<!-- Thank you for contributing to LangChain!

Please title your PR "<package>: <description>", where <package> is
whichever of langchain, community, core, experimental, etc. is being
modified.

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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See contribution guidelines for more information on how to write/run
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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/docs/integrations` directory.

If no one reviews your PR within a few days, please @-mention one of
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 -->
6 months ago
Rajesh Thallam 6bc6d64a12
langchain_google_vertexai[patch]: Add support for SystemMessage for Gemini chat model (#15933)
- **Description:** In Google Vertex AI, Gemini Chat models currently
doesn't have a support for SystemMessage. This PR adds support for it
only if a user provides additional convert_system_message_to_human flag
during model initialization (in this case, SystemMessage would be
prepended to the first HumanMessage). **NOTE:** The implementation is
similar to #14824


- **Twitter handle:** rajesh_thallam

---------

Co-authored-by: Erick Friis <erick@langchain.dev>
6 months ago
jzaldi ed118950fe
docs: Updated integration docs structure for llm/google_vertex_ai_palm (#16091)
- **Description**: Updated doc for llm/google_vertex_ai_palm with new
functions: `invoke`, `stream`... Changed structure of the document to
match the required one.
- **Issue**: #15664 
- **Dependencies**: None
- **Twitter handle**: None

---------

Co-authored-by: Jorge Zaldívar <jzaldivar@google.com>
6 months ago
Bagatur aa2e642ce3
docs: tool use nits (#16211) 6 months ago
Eugene Zapolsky 6b9e3ed9e9
google-vertexai[minor]: added safety_settings property to gemini wrapper (#15344)
**Description:** Gemini model has quite annoying default safety_settings
settings. In addition, current VertexAI class doesn't provide a property
to override such settings.
So, this PR aims to 
 - add safety_settings property to VertexAI
- fix issue with incorrect LLM output parsing when LLM responds with
appropriate 'blocked' response
- fix issue with incorrect parsing LLM output when Gemini API blocks
prompt itself as inappropriate
- add safety_settings related tests

I'm not enough familiar with langchain code base and guidelines. So, any
comments and/or suggestions are very welcome.
 
**Issue:** it will likely fix #14841

---------

Co-authored-by: Erick Friis <erick@langchain.dev>
6 months ago
Bagatur 27ad65cc68
docs: add tool use diagrams (#16207) 6 months ago
Bagatur 27ed2673da
docs: model io order (#16163) 6 months ago
Bagatur 2af813c7eb
docs: bump sphinx>=5 (#16162) 6 months ago
David DeCaprio ec9642d667
docs: Updated MongoDB Chat history example notebook to use LCEL format. (#15750)
- **Description:** Updated the MongoDB example integration notebook to
latest standards
- **Issue:**
[15664](https://github.com/langchain-ai/langchain/issues/15664)
  - **Dependencies:** None
  - **Twitter handle:** @davedecaprio

---------

Co-authored-by: Harrison Chase <hw.chase.17@gmail.com>
6 months ago
Bagatur e7ddec1f2c
docs: change parallel doc name (#16152) 6 months ago
Joshua Carroll bc0cb1148a
docs: Fix StreamlitChatMessageHistory docs to latest API (#16072)
- **Description:** Update [this
page](https://python.langchain.com/docs/integrations/memory/streamlit_chat_message_history)
to use the latest API
  - **Issue:** https://github.com/langchain-ai/langchain/issues/13995
  - **Dependencies:** None
  - **Twitter handle:** @OhSynap
6 months ago
David DeCaprio 9c2f1f07a0
docs: Updated SQLite example to use LCEL and SQLChatMessageHistory (#16094)
- **Description:** Updated the SQLite example integration notebook to
latest standards
- **Issue:**
[15664](https://github.com/langchain-ai/langchain/issues/15664)
  - **Dependencies:** None
  - **Twitter handle:** @davedecaprio
6 months ago
Abhinav da96c511d1
docs: Replace azure_cosmos_db_vector_search with azure_cosmos_db in Cosmos DB Documentation (#16122)
**Description**: This PR fixes an error in the documentation for Azure
Cosmos DB Integration.
**Issue**: The correct way to import `AzureCosmosDBVectorSearch` is
```python
from langchain_community.vectorstores.azure_cosmos_db import (
    AzureCosmosDBVectorSearch,
)
```
While the
[documentation](https://python.langchain.com/docs/integrations/vectorstores/azure_cosmos_db)
states it to be
```python
from langchain_community.vectorstores.azure_cosmos_db_vector_search import (
    AzureCosmosDBVectorSearch,
    CosmosDBSimilarityType,
)
```
As you can see in
[azure_cosmos_db.py](c323742f4f/libs/langchain/langchain/vectorstores/azure_cosmos_db.py (L1C45-L2))
**Dependencies:**: None
**Twitter handle**: None
6 months ago
purificant 3606c5d5e9
infra: update poetry 1.6.1 -> 1.7.1 (#15027) 6 months ago
Ikko Eltociear Ashimine a35e5f19a8
docs: Update gradient.ipynb (#16149)
Enviroment -> Environment
6 months ago
David c323742f4f
mistralai[minor]: Add embeddings (#15282)
- **Description:** Adds MistralAIEmbeddings class for embeddings, using
the new official API.
- **Dependencies:** mistralai
- **Tag maintainer**: @efriis, @hwchase17
- **Twitter handle:** @LMS_David_RS

Create `integrations/text_embedding/mistralai.ipynb`: an example
notebook for MistralAIEmbeddings class
Modify `embeddings/__init__.py`: Import the class
Create `embeddings/mistralai.py`: The embedding class
Create `integration_tests/embeddings/test_mistralai.py`: The test file.

---------

Co-authored-by: Erick Friis <erick@langchain.dev>
6 months ago
Leonid Ganeline f974eb5b8b
docs: updated `Anyscale` page (#16107)
- added description
- fixed broken links
- added setting instructions
- added the Chat model reference
6 months ago
Bagatur 8840a8cc95
docs: tool-use use case (#15783)
Co-authored-by: Harrison Chase <hw.chase.17@gmail.com>
6 months ago
Christophe Bornet 6b6269441c
docs: Add page for AstraDB self retriever (#16077)
Preview:
https://langchain-git-fork-cbornet-astra-self-retriever-docs-langchain.vercel.app/docs/integrations/retrievers/self_query/astradb
6 months ago
Juan Bustos 5f057f24ac
docs: Update elasticsearch.ipynb (#16090)
Fixed a typo, the parameter used for the Elasticsearch API key was
called api_key, but the parameter is called es_api_key.
6 months ago
高远 061e63eef2
community[minor]: add vikingdb vecstore (#15155)
---------

Co-authored-by: gaoyuan <gaoyuan.20001218@bytedance.com>
6 months ago
Zhichao HAN 5cf06db3b3
community[minor]: add JsonRequestsWrapper tool (#15374)
**Description:** This new feature enhances the flexibility of pipeline
integration, particularly when working with RESTful APIs.
``JsonRequestsWrapper`` allows for the decoding of JSON output, instead
of the only option for text output.

---------

Co-authored-by: Zhichao HAN <hanzhichao2000@hotmail.com>
6 months ago
Averi Kitsch ee378a0f40
docs: add page for Firestore Chat Message History integration (#15554)
- **Description:** Adds documentation for the
`FirestoreChatMessageHistory` integration and lists integration in
Google's documentation
  - **Issue:** NA
  - **Dependencies:** No

---------

Co-authored-by: Harrison Chase <hw.chase.17@gmail.com>
6 months ago
盐粒 Yanli ddf4e7c633
community[minor]: Update pgvecto_rs to use its high level sdk (#15574)
- **Description:** Update pgvecto_rs to use its high level sdk, 
  - **Issue:** fix #15173
6 months ago
axiangcoding daa9ccae52
community[patch]: deprecate ErnieBotChat and ErnieEmbeddings classes (#15862)
- **Description:** add deprecated warning for ErnieBotChat and
ErnieEmbeddings.
- These two classes **lack maintenance** and do not use the sdk provided
by qianfan, which means hard to implement some key feature like
streaming.
- The alternative `langchain_community.chat_models.QianfanChatEndpoint`
and `langchain_community.embeddings.QianfanEmbeddingsEndpoint` can
completely replace these two classes, only need to change configuration
items.
  - **Issue:** None,
  - **Dependencies:** None,
  - **Twitter handle:** None

---------

Co-authored-by: Bagatur <baskaryan@gmail.com>
6 months ago
Eugene Yurtsev 7c57cfd8f0
docs: Update OpenAI functions agent (#15894)
Add info and a tip explaining when to use this agent.
6 months ago
Eugene Yurtsev beec7259c8
docs: Add info admonitions to a few agents (#15899)
Add admonitions directly in the agent page to explain constraints and
include a
link to agent types.
6 months ago
Bigtable123 7306032dcf
docs: update baidu_qianfan_endpoint.ipynb doc (#15940)
- **Description:** Updated the docs for the chat integration module
baidu_qianfan_endpoint.ipynb
  - **Issue:**  #15664 
  - **Dependencies:**N/A
6 months ago
Bhadresh Savani 6137c7608d
docs: Integration Documentation updated run to invoke for llms/ai21.ipynb (#15889)
- **Description:** Updated Integration Documentation for
[llms/ai21.ipynb](https://github.com/langchain-ai/langchain/blob/master/docs/docs/integrations/llms/ai21.ipynb)
  - **Issue:** #15664,
  - **Dependencies:** NA,
  - **Twitter handle:** @BhadreshSavani
6 months ago
Massimiliano Pronesti e80aab2275
docs(community): update Amadeus toolkit to langchain v0.1 (#15976)
- **Description:** docs update following the changes introduced in
#15879

<!-- Thank you for contributing to LangChain!

Please title your PR "<package>: <description>", where <package> is
whichever of langchain, community, core, experimental, etc. is being
modified.

Replace this entire comment with:
  - **Description:** a description of the change, 
  - **Issue:** the issue # it fixes if applicable,
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- **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
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See contribution guidelines for more information on how to write/run
tests, lint, etc: https://python.langchain.com/docs/contributing/

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

If no one reviews your PR within a few days, please @-mention one of
@baskaryan, @eyurtsev, @hwchase17.
 -->
6 months ago
Ashley Xu ce7723c1e5
community[minor]: add additional support for `BigQueryVectorSearch` (#15904)
BigQuery vector search lets you use GoogleSQL to do semantic search,
using vector indexes for fast but approximate results, or using brute
force for exact results.

This PR:
1. Add `metadata[_job_ib]` in Document returned by any similarity search
2. Add `explore_job_stats` to enable users to explore job statistics and
better the debuggability
3. Set the minimum row limit for running create vector index.
6 months ago
Antonio Mindov fb7e66b809
docs: fix typo in inspect runnables docs (#15994)
- **Description:** Fixing a typo related to prompts in the inspecting
runnables docs
6 months ago
Karim Lalani 14244bd7e5
community[minor]: Added document loader for SurrealDB (#15995)
Added a simple document loader to work with SurrealDB.
6 months ago
Karim Lalani 768e5e33bc
community[minor]: Fix to match SurrealDB 0.3.2 SDK (#15996)
New version of SurrealDB python sdk was causing the integration to
break.
This fix addresses that change.
6 months ago
Bagatur 60d6a416e6
docs: fix self query diagram (#16043) 6 months ago
Mahad f7706637a8
docs: fix documentation broken link in integrations chroma (#16041)
- **Description:** Fixed broken link in the documentation for Chroma.,
  - **Issue:** 
  - **Dependencies:**
6 months ago
Erick Friis 7b084b4cc7
docs: more pip installs (#15771)
- vertex chat
- google
- some pip openai
- percent and openai
- all percent
- more
- pip
- fmt
- docs: google vertex partner docs
- fmt
- docs: more pip installs
6 months ago
Bagatur 3f75fd41cc
docs: agent table fix (#15964) 6 months ago
Virat Singh eb6e385dc5
community: Add PolygonAPIWrapper and get_last_quote endpoint (#15971)
- **Description:** Added a `PolygonAPIWrapper` and an initial
`get_last_quote` endpoint, which allows us to get the last price quote
for a given `ticker`. Once merged, I can add a Polygon tool in `tools/`
for agents to use.
- **Twitter handle:** [@virattt](https://twitter.com/virattt)

The Polygon.io Stocks API provides REST endpoints that let you query the
latest market data from all US stock exchanges.
6 months ago
Jonathan Algar a74f3a4979
Batch update of alt text and title attributes for images in md/mdx files across repo (#15357)
**Description:** Batch update of alt text and title attributes for
images in `md` & `mdx` files across the repo using
[alttexter](https://github.com/jonathanalgar/alttexter)/[alttexter-ghclient](https://github.com/jonathanalgar/alttexter-ghclient)
(built using LangChain/LangSmith).

**Limitation:** cannot update `ipynb` files because of [this
issue](https://github.com/langchain-ai/langchain/pull/15357#issuecomment-1885037250).
Can revisit when Docusaurus is bumped to v3.

I checked all the generated alt texts and titles and didn't find any
technical inaccuracies. That's not to say they're _perfect_, but a lot
better than what's there currently.


[Deployed](https://langchain-819yf1tbk-langchain.vercel.app/docs/modules/model_io/)
image example:


![chrome_yZQ7BF2GTj](https://github.com/langchain-ai/langchain/assets/93204286/43a9a4d4-70fd-41c4-8978-b6240ff63ffa)

You can see LangSmith traces for all the calls out to the LLM in the PRs
merged into this one:

* https://github.com/jonathanalgar/langchain/pull/6
* https://github.com/jonathanalgar/langchain/pull/4
* https://github.com/jonathanalgar/langchain/pull/3

I didn't add the following files to the PR as the images already have OK
alt texts:

*
27dca2d92f/docs/docs/integrations/providers/argilla.mdx (L3)
*
27dca2d92f/docs/docs/integrations/providers/apify.mdx (L11)

---------

Co-authored-by: github-actions <github-actions@github.com>
6 months ago
Varik Matevosyan efe6cfafe2
community: Added Lantern as VectorStore (#12951)
Support [Lantern](https://github.com/lanterndata/lantern) as a new
VectorStore type.

- Added Lantern as VectorStore.
It will support 3 distance functions `l2 squared`, `cosine` and
`hamming` and will use `HNSW` index.
- Added tests
- Added example notebook
6 months ago
Christophe Bornet bc60203d0f
Add documentation for AstraDBStore (#15953)
Preview:
https://langchain-git-fork-cbornet-astradb-store-doc-langchain.vercel.app/docs/integrations/stores/astradb
6 months ago
Bagatur c697c89ca4
docs: add agent prompt creation examples (#15957) 6 months ago
Rihards Gravis 6a48ea43ec
docs: Update Robocorp Action Server installation instructions (#15943)
**Description:**

Remove section on how to install Action Server and direct the users t o
the instructions on Robocorp repository.

**Reason:**

Robocorp Action Server has moved from a pip installation to a standalone
cli application and is due for changes. Because of that, leaving only
LangChain integration relevant part in the documentation.
6 months ago
Raunak e26e1f8b37
community: Added functions to make async calls to HuggingFaceHub's embedding endpoint in HuggingFaceHubEmbeddings class (#15737)
**Description:**
Added aembed_documents() and aembed_query() async functions in
HuggingFaceHubEmbeddings class in
langchain_community\embeddings\huggingface_hub.py file. It will support
to make async calls to HuggingFaceHub's
embedding endpoint and generate embeddings asynchronously.

Test Cases: Added test_huggingfacehub_embedding_async_documents() and
test_huggingfacehub_embedding_async_query()
functions in test_huggingface_hub.py file to test the two async
functions created in HuggingFaceHubEmbeddings class.

Documentation: Updated huggingfacehub.ipynb with steps to install
huggingface_hub package and use
HuggingFaceHubEmbeddings.

**Dependencies:** None,
**Twitter handle:** I do not have a Twitter account

---------

Co-authored-by: H161961 <Raunak.Raunak@Honeywell.com>
6 months ago
Mu Xian Ming 560bb49c99
docs: redis_chat_message_history.ipynb integration doc (#15789)
- **Description:** Updated the docs for the memory integration module
redis_chat_message_history.ipynb
  - **Issue:** #15664
  - **Dependencies:** N/A

Co-authored-by: Mu Xianming <mu.xianming@lmwn.com>
6 months ago
Xin Liu 5efec068c9
feat: Implement `stream` interface (#15875)
<!-- Thank you for contributing to LangChain!

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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
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If no one reviews your PR within a few days, please @-mention one of
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Major changes:

- Rename `wasm_chat.py` to `llama_edge.py`
- Rename the `WasmChatService` class to `ChatService`
- Implement the `stream` interface for `ChatService`
- Add `test_chat_wasm_service_streaming` in the integration test
- Update `llama_edge.ipynb`

---------

Signed-off-by: Xin Liu <sam@secondstate.io>
6 months ago
Nuno Campos 438beb6c94
Pass config specs through ensemble retriever (#15917)
<!-- Thank you for contributing to LangChain!

Please title your PR "<package>: <description>", where <package> is
whichever of langchain, community, core, experimental, etc. is being
modified.

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,
- **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` from the root
of the package you've modified to check this locally.

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

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

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

---------

Co-authored-by: Harrison Chase <hw.chase.17@gmail.com>
6 months ago
Eugene Yurtsev 44101b6b0e
Docs[patch]: Update OpenAI tools agent description (#15896)
Update OpenAI tools agent description.
6 months ago
Eugene Yurtsev 46b7a8d913
Docs[patch]: Update agent quick start for agents (#15892)
Minor change:

1) Update tool invocation to use .invoke
2) Show hub prompt
6 months ago