Commit Graph

4219 Commits (4ca2149b7001c124c7c6a87d46f0f439b0f3785a)

Author SHA1 Message Date
Igor Brai b3e74f2b98
community[minor]: add mojeek search util (#20922)
**Description:** This pull request introduces a new feature to community
tools, enhancing its search capabilities by integrating the Mojeek
search engine
**Dependencies:** None

---------

Co-authored-by: Igor Brai <igor@mojeek.com>
Co-authored-by: Bagatur <22008038+baskaryan@users.noreply.github.com>
Co-authored-by: ccurme <chester.curme@gmail.com>
5 months ago
hmn falahi 4822beb298
Ignore self/cls from required args of class functions in convert_to_openai_tool (#20691)
Removed redundant self/cls from required args of class functions in
_get_python_function_required_args:

```python
class MemberTool:
    def search_member(
            self,
            keyword: str,
            *args,
            **kwargs,
    ):
        """Search on members with any keyword like first_name, last_name, email

        Args:
            keyword: Any keyword of member
        """

        headers = dict(authorization=kwargs['token'])
        members = []
        try:
            members = request_(
                method='SEARCH',
                url=f'{service_url}/apiv1/members',
                headers=headers,
                json=dict(query=keyword),
            )

        except Exception as e:
            logger.info(e.__doc__)

        return members

convert_to_openai_tool(MemberTool.search_member)
```
expected result:
```
{'type': 'function', 'function': {'name': 'search_member', 'description': 'Search on members with any keyword like first_name, last_name, username, email', 'parameters': {'type': 'object', 'properties': {'keyword': {'type': 'string', 'description': 'Any keyword of member'}}, 'required': ['keyword']}}}
```

#20685

---------

Co-authored-by: Bagatur <22008038+baskaryan@users.noreply.github.com>
Co-authored-by: Bagatur <baskaryan@gmail.com>
5 months ago
Eugene Yurtsev 4f4ee8e2cf
cli[patch]: Update migrations file manually (#21021)
We need to replace occurrences in the code of RunnableMap not just the
import,
so for now, we don't replace RunnableMap.
5 months ago
Tomaz Bratanic 67428c4052
community[patch]: Neo4j enhanced schema (#20983)
Scan the database for example values and provide them to an LLM for
better inference of Text2cypher
5 months ago
aditya thomas 8b59bddc03
anthropic[patch]: add tests for secret_str for api key (#20986)
**Description:** Add tests to check API keys are masked
**Issue:** Resolves
https://github.com/langchain-ai/langchain/issues/12165 for Anthropic
models
**Dependencies:** None
5 months ago
Pengcheng Liu 1fad39be1c
community[minor]: Add LarkSuite wiki document loader. (#21016)
**Description:** Add LarkSuite wiki document loader. Refer to [LarkSuite
api document
](https://open.feishu.cn/document/server-docs/docs/wiki-v2/space-node/list)for
details.
**Issue:** None
**Dependencies:** None
**Twitter handle:** None
5 months ago
Leonid Ganeline dc7c06bc07
community[minor]: import fix (#20995)
Issue: When the third-party package is not installed, whenever we need
to `pip install <package>` the ImportError is raised.
But sometimes, the `ValueError` or `ModuleNotFoundError` is raised. It
is bad for consistency.
Change: replaced the `ValueError` or `ModuleNotFoundError` with
`ImportError` when we raise an error with the `pip install <package>`
message.
Note: Ideally, we replace all `try: import... except... raise ... `with
helper functions like `import_aim` or just use the existing
[langchain_core.utils.utils.guard_import](https://api.python.langchain.com/en/latest/utils/langchain_core.utils.utils.guard_import.html#langchain_core.utils.utils.guard_import)
But it would be much bigger refactoring. @baskaryan Please, advice on
this.
5 months ago
Karim Lalani 2ddac9a7c3
experimental[minor]: Add bind_tools and with_structured_output functions to OllamaFunctions (#20881)
Implemented bind_tools for OllamaFunctions.
Made OllamaFunctions sub class of ChatOllama.
Implemented with_structured_output for OllamaFunctions.

integration unit test has been updated.
notebook has been updated.

---------

Co-authored-by: Bagatur <baskaryan@gmail.com>
5 months ago
Eugene Yurtsev d781560722
cli[minor]: Add ipynb support, add text_splitters (#20963) 5 months ago
WilliamEspegren 804390ba4b
community: Spider integration (#20937)
Added the [Spider.cloud](https://spider.cloud) document loader.
[Spider](https://github.com/spider-rs/spider) is the
[fastest](https://github.com/spider-rs/spider/blob/main/benches/BENCHMARKS.md)
and cheapest crawler that returns LLM-ready data.

```
- **Description:** Adds Spider data loader
- **Dependencies:** spider-client
- **Twitter handle:** @WilliamEspegren 
```

---------

Co-authored-by: Bagatur <22008038+baskaryan@users.noreply.github.com>
Co-authored-by: Bagatur <baskaryan@gmail.com>
Co-authored-by: = <=>
Co-authored-by: Chester Curme <chester.curme@gmail.com>
5 months ago
ccurme 9ec7151317
fireworks: fix integration tests (#20973) 5 months ago
William FH 9fa9f05e5d
Catch System Error in ast parse (#20961)
I can't seem to reproduce, but i got this:

```
SystemError: AST constructor recursion depth mismatch (before=102, after=37)
```

And the operation isn't critical for the actual forward pass so seems
preferable to expand our caught exceptions
5 months ago
YH 2aca7fcdcf
core[patch]: Enhance link extraction with query parameters (#20259)
**Description**: This update enhances the `extract_sub_links` function
within the `langchain_core/utils/html.py` module to include query
parameters in the extracted URLs.

**Issue**: N/A

**Dependencies**: No additional dependencies required for this change.

**Twitter handle**: N/A

Co-authored-by: Bagatur <22008038+baskaryan@users.noreply.github.com>
5 months ago
Chip Davis e818c75f8a
infra: test directory loader multithreaded (#20281)
This is a unit test for #20230 which was a fix for using multithreaded
mode with directory loader @eyurtsev
5 months ago
Guilherme Zanotelli f931a9ce60
community[patch]: Pass kwargs to SPARQLStore from RdfGraph (#20385)
This introduces `store_kwargs` which behaves similarly to `graph_kwargs`
on the `RdfGraph` object, which will enable users to pass `headers` and
other arguments to the underlying `SPARQLStore` object. I have also made
a [PR in `rdflib` to support passing
`default_graph`](https://github.com/RDFLib/rdflib/pull/2761).

Example usage:
```python
from langchain_community.graphs import RdfGraph

graph = RdfGraph(
    query_endpoint="http://localhost/sparql",
    standard="rdf",
    store_kwargs=dict(
        default_graph="http://example.com/mygraph"
    )
)
```

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

---------

Co-authored-by: Bagatur <22008038+baskaryan@users.noreply.github.com>
Co-authored-by: Bagatur <baskaryan@gmail.com>
5 months ago
Jorge Piedrahita Ortiz 40b2e2916b
community[minor]: Sambanova llm integration (#20955)
- **Description:** Added [Sambanova systems](https://sambanova.ai/)
integration, including sambaverse and sambastudio LLMs
- **Dependencies:**   sseclient-py  (optional)

---------

Co-authored-by: Bagatur <22008038+baskaryan@users.noreply.github.com>
Co-authored-by: Bagatur <baskaryan@gmail.com>
5 months ago
Rahul Triptahi 955cf186d2
community[patch]: Ingest source, owner and full_path if present in Document's metadata. (#20949)
Description: The PebbloSafeLoader should first check for owner,
full_path and size in metadata before implementing its own logic.
Dependencies: None
Documentation: NA.

Signed-off-by: Rahul Tripathi <rauhl.psit.ec@gmail.com>
Co-authored-by: Rahul Tripathi <rauhl.psit.ec@gmail.com>
5 months ago
Amine Djeghri 790ea75cf7
community[minor]: add exllamav2 library for GPTQ & EXL2 models (#17817)
Added 3 files : 
- Library : ExLlamaV2 
- Test integration
- Notebook

---------

Co-authored-by: Bagatur <baskaryan@gmail.com>
Co-authored-by: Bagatur <22008038+baskaryan@users.noreply.github.com>
5 months ago
Naveen Tatikonda 8bbdb4f6a0
community[patch]: Add OpenSearch as semantic cache (#20254)
### Description
Use OpenSearch vector store as Semantic Cache.

### Twitter Handle
**@OpenSearchProj**

---------

Signed-off-by: Naveen Tatikonda <navtat@amazon.com>
Co-authored-by: Harish Tatikonda <harishtatikonda@Harishs-MacBook-Air.local>
Co-authored-by: EC2 Default User <ec2-user@ip-172-31-31-155.ec2.internal>
Co-authored-by: Bagatur <22008038+baskaryan@users.noreply.github.com>
Co-authored-by: Bagatur <baskaryan@gmail.com>
5 months ago
Mayank Solanki 8c085fc697
community[patch]: Added a function `from_existing_collection` in `Qdrant` vector database. (#20779)
Issue: #20514 
The current implementation of `construct_instance` expects a `texts:
List[str]` that will call the embedding function. This might not be
needed when we already have a client with collection and `path, you
don't want to add any text.

This PR adds a class method that returns a qdrant instance with an
existing client.

Here everytime
cb6e5e56c2/libs/community/langchain_community/vectorstores/qdrant.py (L1592)
`construct_instance` is called, this line sends some text for embedding
generation.

---------

Co-authored-by: Anush <anushshetty90@gmail.com>
5 months ago
Leonid Kuligin 893a924b90
core[minor], community[patch], langchain[patch]: move BaseChatLoader to core (#19607)
Thank you for contributing to LangChain!

- [ ] **PR title**: "core: move BaseChatLoader and BaseToolkit from
community"


- [ ] **PR message**: move BaseChatLoader and BaseToolkit

---------

Co-authored-by: Bagatur <baskaryan@gmail.com>
5 months ago
Erick Friis d4befd0cfb
core: fix batch ordering test (#20952) 5 months ago
Eugene Yurtsev 8ed150b2fe
cli[minor]: Fix bug to account for name changes (#20948)
* Fix bug to account for name changes / aliases
* Generate migration list from langchain to langchain_core
5 months ago
Eugene Yurtsev 2fa0ff1a2d
cli[minor]: update code to generate migrations from langchain to community (#20946)
Updates code that generates migrations from langchain to community
5 months ago
ccurme bf16cefd18
langchain: deprecate create_structured_output_runnable (#20933) 5 months ago
Erick Friis 38eccab3ae
upstage: release 0.1.3 (#20941) 5 months ago
Sean e1c2e2fdfa
upstage: Upstage Groundedness Check parameter update (#20914)
* Groundedness Check takes `str` or `list[Document]` as input.

* Deprecate `GroundednessCheck` due to its naming.
* Added `UpstageGroundednessCheck`. 

* Hotfix for Groundedness Check parameter. 
  The name `query` was misleading and it should be `answer` instead.

---------

Co-authored-by: Erick Friis <erick@langchain.dev>
5 months ago
ccurme 84b8e67c9c
mistral: release 0.1.4 (#20940) 5 months ago
ccurme 465fbaa30b
openai: release 0.1.4 (#20939) 5 months ago
Eugene Yurtsev 12c906f6ce
cli[minor]: Improve partner migrations (#20938)
This auto generates partner migrations.

At the moment the migration is from community -> partner.

So one would need to run the migration script twice to go from langchain to partner.
5 months ago
Eugene Yurtsev 5653f36adc
cli[minor]: Add script to generate migrations for partner packages (#20932)
Add script to help generate migrations.

This works well for partner packages. Migrations are generated based on run time rather than static analysis (much simpler to get the correct migrations implemented).

The script for generating migrations from langchain to community still needs work.
5 months ago
ccurme fe1304afc4
openai: add unit test (#20931)
Test a helper function that was added earlier.
5 months ago
Eugene Yurtsev 6598757037
cli[minor]: Add first version of migrate (#20902)
Adds a first version of the migrate script.
5 months ago
Lei Zhang 9281841cfe
community[patch]: fix integrated test case test_recursive_url_loader.py assertions (issue-20919) (#20920)
**Description:** 
Fix integrated test case test_recursive_url_loader.py

Local testing successful

```shell
(venv) lei@LeideMacBook-Pro community % poetry run pytest tests/integration_tests/document_loaders/test_recursive_url_loader.py
================================================================================ test session starts ================================================================================
platform darwin -- Python 3.11.4, pytest-7.4.4, pluggy-1.4.0 -- /Users/zhanglei/Work/github/langchain/venv/bin/python
cachedir: .pytest_cache
rootdir: /Users/zhanglei/Work/github/langchain/libs/community
configfile: pyproject.toml
plugins: syrupy-4.6.1, asyncio-0.20.3, cov-4.1.0, vcr-1.0.2, mock-3.12.0, anyio-3.7.1, dotenv-0.5.2, requests-mock-1.11.0, socket-0.6.0
asyncio: mode=Mode.AUTO
collected 6 items                                                                                                                                                                   

tests/integration_tests/document_loaders/test_recursive_url_loader.py::test_async_recursive_url_loader PASSED                                                                 [ 16%]
tests/integration_tests/document_loaders/test_recursive_url_loader.py::test_async_recursive_url_loader_deterministic PASSED                                                   [ 33%]
tests/integration_tests/document_loaders/test_recursive_url_loader.py::test_sync_recursive_url_loader FAILED                                                                  [ 50%]
tests/integration_tests/document_loaders/test_recursive_url_loader.py::test_sync_async_equivalent PASSED                                                                      [ 66%]
tests/integration_tests/document_loaders/test_recursive_url_loader.py::test_loading_invalid_url PASSED                                                                        [ 83%]
tests/integration_tests/document_loaders/test_recursive_url_loader.py::test_sync_async_metadata_necessary_properties PASSED                                                   [100%]

===================================================================================== FAILURES ======================================================================================
__________________________________________________________________________ test_sync_recursive_url_loader ___________________________________________________________________________

    def test_sync_recursive_url_loader() -> None:
        url = "https://docs.python.org/3.9/"
        loader = RecursiveUrlLoader(
            url, extractor=lambda _: "placeholder", use_async=False, max_depth=2
        )
        docs = loader.load()
>       assert len(docs) == 23
E       AssertionError: assert 24 == 23
E        +  where 24 = len([Document(page_content='placeholder', metadata={'source': 'https://docs.python.org/3.9/', 'content_type': 'text/html', 'title': '3.9.18 Documentation', 'language': None}), Document(page_content='placeholder', metadata={'source': 'https://docs.python.org/3.9/py-modindex.html', 'content_type': 'text/html', 'title': 'Python Module Index — Python 3.9.18 documentation', 'language': None}), Document(page_content='placeholder', metadata={'source': 'https://docs.python.org/3.9/download.html', 'content_type': 'text/html', 'title': 'Download — Python 3.9.18 documentation', 'language': None}), Document(page_content='placeholder', metadata={'source': 'https://docs.python.org/3.9/howto/index.html', 'content_type': 'text/html', 'title': 'Python HOWTOs — Python 3.9.18 documentation', 'language': None}), Document(page_content='placeholder', metadata={'source': 'https://docs.python.org/3.9/whatsnew/index.html', 'content_type': 'text/html', 'title': 'Whatâ\x80\x99s New in Python — Python 3.9.18 documentation', 'language': None}), Document(page_content='placeholder', metadata={'source': 'https://docs.python.org/3.9/c-api/index.html', 'content_type': 'text/html', 'title': 'Python/C API Reference Manual — Python 3.9.18 documentation', 'language': None}), ...])

tests/integration_tests/document_loaders/test_recursive_url_loader.py:38: AssertionError
================================================================================= warnings summary ==================================================================================
tests/integration_tests/document_loaders/test_recursive_url_loader.py::test_async_recursive_url_loader
tests/integration_tests/document_loaders/test_recursive_url_loader.py::test_async_recursive_url_loader_deterministic
tests/integration_tests/document_loaders/test_recursive_url_loader.py::test_sync_recursive_url_loader
tests/integration_tests/document_loaders/test_recursive_url_loader.py::test_sync_async_equivalent
tests/integration_tests/document_loaders/test_recursive_url_loader.py::test_sync_async_metadata_necessary_properties
  /Users/zhanglei/.pyenv/versions/3.11.4/lib/python3.11/html/parser.py:170: XMLParsedAsHTMLWarning: It looks like you're parsing an XML document using an HTML parser. If this really is an HTML document (maybe it's XHTML?), you can ignore or filter this warning. If it's XML, you should know that using an XML parser will be more reliable. To parse this document as XML, make sure you have the lxml package installed, and pass the keyword argument `features="xml"` into the BeautifulSoup constructor.
    k = self.parse_starttag(i)

-- Docs: https://docs.pytest.org/en/stable/how-to/capture-warnings.html
================================================================================ slowest 5 durations ================================================================================
56.75s call     tests/integration_tests/document_loaders/test_recursive_url_loader.py::test_async_recursive_url_loader_deterministic
38.99s call     tests/integration_tests/document_loaders/test_recursive_url_loader.py::test_async_recursive_url_loader
31.20s call     tests/integration_tests/document_loaders/test_recursive_url_loader.py::test_sync_async_metadata_necessary_properties
30.37s call     tests/integration_tests/document_loaders/test_recursive_url_loader.py::test_sync_async_equivalent
15.44s call     tests/integration_tests/document_loaders/test_recursive_url_loader.py::test_sync_recursive_url_loader
============================================================================== short test summary info ==============================================================================
FAILED tests/integration_tests/document_loaders/test_recursive_url_loader.py::test_sync_recursive_url_loader - AssertionError: assert 24 == 23
================================================================ 1 failed, 5 passed, 5 warnings in 172.97s (0:02:52) ================================================================
(venv) zhanglei@LeideMacBook-Pro community % poetry run pytest tests/integration_tests/document_loaders/test_recursive_url_loader.py
================================================================================ test session starts ================================================================================
platform darwin -- Python 3.11.4, pytest-7.4.4, pluggy-1.4.0 -- /Users/zhanglei/Work/github/langchain/venv/bin/python
cachedir: .pytest_cache
rootdir: /Users/zhanglei/Work/github/langchain/libs/community
configfile: pyproject.toml
plugins: syrupy-4.6.1, asyncio-0.20.3, cov-4.1.0, vcr-1.0.2, mock-3.12.0, anyio-3.7.1, dotenv-0.5.2, requests-mock-1.11.0, socket-0.6.0
asyncio: mode=Mode.AUTO
collected 6 items                                                                                                                                                                   

tests/integration_tests/document_loaders/test_recursive_url_loader.py::test_async_recursive_url_loader PASSED                                                                 [ 16%]
tests/integration_tests/document_loaders/test_recursive_url_loader.py::test_async_recursive_url_loader_deterministic PASSED                                                   [ 33%]
tests/integration_tests/document_loaders/test_recursive_url_loader.py::test_sync_recursive_url_loader PASSED                                                                  [ 50%]
tests/integration_tests/document_loaders/test_recursive_url_loader.py::test_sync_async_equivalent PASSED                                                                      [ 66%]
tests/integration_tests/document_loaders/test_recursive_url_loader.py::test_loading_invalid_url PASSED                                                                        [ 83%]
tests/integration_tests/document_loaders/test_recursive_url_loader.py::test_sync_async_metadata_necessary_properties PASSED                                                   [100%]

================================================================================= warnings summary ==================================================================================
tests/integration_tests/document_loaders/test_recursive_url_loader.py::test_async_recursive_url_loader
tests/integration_tests/document_loaders/test_recursive_url_loader.py::test_async_recursive_url_loader_deterministic
tests/integration_tests/document_loaders/test_recursive_url_loader.py::test_sync_recursive_url_loader
tests/integration_tests/document_loaders/test_recursive_url_loader.py::test_sync_async_equivalent
tests/integration_tests/document_loaders/test_recursive_url_loader.py::test_sync_async_metadata_necessary_properties
  /Users/zhanglei/.pyenv/versions/3.11.4/lib/python3.11/html/parser.py:170: XMLParsedAsHTMLWarning: It looks like you're parsing an XML document using an HTML parser. If this really is an HTML document (maybe it's XHTML?), you can ignore or filter this warning. If it's XML, you should know that using an XML parser will be more reliable. To parse this document as XML, make sure you have the lxml package installed, and pass the keyword argument `features="xml"` into the BeautifulSoup constructor.
    k = self.parse_starttag(i)

-- Docs: https://docs.pytest.org/en/stable/how-to/capture-warnings.html
================================================================================ slowest 5 durations ================================================================================
46.99s call     tests/integration_tests/document_loaders/test_recursive_url_loader.py::test_async_recursive_url_loader_deterministic
32.43s call     tests/integration_tests/document_loaders/test_recursive_url_loader.py::test_async_recursive_url_loader
31.23s call     tests/integration_tests/document_loaders/test_recursive_url_loader.py::test_sync_async_equivalent
30.75s call     tests/integration_tests/document_loaders/test_recursive_url_loader.py::test_sync_async_metadata_necessary_properties
15.89s call     tests/integration_tests/document_loaders/test_recursive_url_loader.py::test_sync_recursive_url_loader
===================================================================== 6 passed, 5 warnings in 157.42s (0:02:37) =====================================================================
(venv) lei@LeideMacBook-Pro community % 
```

**Issue:** https://github.com/langchain-ai/langchain/issues/20919

**Twitter handle:** @coolbeevip
5 months ago
ccurme 7d8d0229fa
remove placeholder error message (#20340) 5 months ago
William FH 4c437ebb9c
Use lstv2 (#20747) 5 months ago
ccurme 891ae37437
langchain: support PineconeVectorStore in self query retriever (#20905)
`langchain_pinecone.Pinecone` is deprecated in favor of
`PineconeVectorStore`, and is currently a subclass of
`PineconeVectorStore`.
```python
@deprecated(since="0.0.3", removal="0.2.0", alternative="PineconeVectorStore")
class Pinecone(PineconeVectorStore):
    """Deprecated. Use PineconeVectorStore instead."""

    pass
```
5 months ago
Matt 28df4750ef
community[patch]: Add initial tests for AzureSearch vector store (#17663)
**Description:** AzureSearch vector store has no tests. This PR adds
initial tests to validate the code can be imported and used.
**Issue:** N/A
**Dependencies:** azure-search-documents and azure-identity are added as
optional dependencies for testing

---------

Co-authored-by: Matt Gotteiner <[email protected]>
Co-authored-by: Bagatur <baskaryan@gmail.com>
5 months ago
Dristy Srivastava 5f1d1666e3
community[patch]: Add support for pebblo server and client version (#20269)
**Description**:
_PebbloSafeLoader_: Add support for pebblo server and client version


**Documentation:** NA
**Unit test:** NA
**Issue:** NA
**Dependencies:**  None

---------

Co-authored-by: Bagatur <22008038+baskaryan@users.noreply.github.com>
5 months ago
am-kinetica b54b19ba1c
community[minor]: Implemented Kinetica Document Loader and added notebooks (#20002)
- [ ] **Kinetica Document Loader**: "community: a class to load
Documents from Kinetica"



- [ ] **Kinetica Document Loader**: 
- **Description:** implemented KineticaLoader in `kinetica_loader.py`
- **Dependencies:** install the Kinetica API using `pip install
gpudb==7.2.0.1 `
5 months ago
Michael Schock 5e60d65917
experimental[patch]: return from HuggingGPT task executor task.run() exception (#20219)
**Description:** Fixes a bug in the HuggingGPT task execution logic
here:

      except Exception as e:
          self.status = "failed"
          self.message = str(e)
      self.status = "completed"
      self.save_product()

where a caught exception effectively just sets `self.message` and can
then throw an exception if, e.g., `self.product` is not defined.

**Issue:** None that I'm aware of.
**Dependencies:** None
**Twitter handle:** https://twitter.com/michaeljschock

Co-authored-by: Bagatur <22008038+baskaryan@users.noreply.github.com>
5 months ago
Anish Chakraborty 898362de81
core[patch]: improve comma separated list output parser to handle non-space separated list (#20434)
- **Description:** Changes
`lanchain_core.output_parsers.CommaSeparatedListOutputParser` to handle
`,` as a delimiter alongside the previous implementation which used `, `
as delimiter.
- **Issue:** Started noticing that some results returned by LLMs were
not getting parsed correctly when the output contained `,` instead of `,
`.
  - **Dependencies:** No
  - **Twitter handle:** not active on twitter.


<!---
If no one reviews your PR within a few days, please @-mention one of
baskaryan, efriis, eyurtsev, hwchase17.
-->
5 months ago
Michael Schock 63a07f52df
experimental[patch]: remove \n from AutoGPT feedback_tool exit check (#20132) 5 months ago
Shengsheng Huang fd1061e7bf
community[patch]: add more data types support to ipex-llm llm integration (#20833)
- **Description**:  
- **add support for more data types**: by default `IpexLLM` will load
the model in int4 format. This PR adds more data types support such as
`sym_in5`, `sym_int8`, etc. Data formats like NF3, NF4, FP4 and FP8 are
only supported on GPU and will be added in future PR.
    - Fix a small issue in saving/loading, update api docs
- **Dependencies**: `ipex-llm` library
- **Document**: In `docs/docs/integrations/llms/ipex_llm.ipynb`, added
instructions for saving/loading low-bit model.
- **Tests**: added new test cases to
`libs/community/tests/integration_tests/llms/test_ipex_llm.py`, added
config params.
- **Contribution maintainer**: @shane-huang
5 months ago
Rahul Triptahi dc921f0823
community[patch]: Add semantic info to metadata, classified by pebblo-server. (#20468)
Description: Add support for Semantic topics and entities.
Classification done by pebblo-server is not used to enhance metadata of
Documents loaded by document loaders.
Dependencies: None
Documentation: Updated.

Signed-off-by: Rahul Tripathi <rauhl.psit.ec@gmail.com>
Co-authored-by: Rahul Tripathi <rauhl.psit.ec@gmail.com>
5 months ago
Eugene Yurtsev a5028b6356
cli[minor]: Add __version__ (#20903)
Add __version__ to cli
5 months ago
Jingpan Xiong 1202017c56
community[minor]: Add relyt vector database (#20316)
Co-authored-by: kaka <kaka@zbyte-inc.cloud>
Co-authored-by: Bagatur <baskaryan@gmail.com>
Co-authored-by: jingsi <jingsi@leadincloud.com>
Co-authored-by: Bagatur <22008038+baskaryan@users.noreply.github.com>
5 months ago
davidefantiniIntel f386f71bb3
community: fix tqdm import (#20263)
Description: Fix tqdm import in QuantizedBiEncoderEmbeddings
5 months ago
Andres Algaba 05ae8ca7d4
community[patch]: deprecate persist method in Chroma (#20855)
Thank you for contributing to LangChain!

- [x] **PR title**

- [x] **PR message**:
- **Description:** Deprecate persist method in Chroma no longer exists
in Chroma 0.4.x
    - **Issue:** #20851 
    - **Dependencies:** None
    - **Twitter handle:** AndresAlgaba1

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

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

---------

Co-authored-by: Bagatur <22008038+baskaryan@users.noreply.github.com>
5 months ago
ccurme fdabd3cdf5
mistral, openai: support custom tokenizers in chat models (#20901) 5 months ago
ccurme b8db73233c
core, community: deprecate tool.__call__ (#20900)
Does not update docs.
5 months ago
Tomaz Bratanic 520972fd0f
community[patch]: Support passing graph object to Neo4j integrations (#20876)
For driver connection reusage, we introduce passing the graph object to
neo4j integrations
5 months ago
Lei Zhang 748a6ae609
community[patch]: add HTTP response headers Content-Type to metadata of RecursiveUrlLoader document (#20875)
**Description:** 
The RecursiveUrlLoader loader offers a link_regex parameter that can
filter out URLs. However, this filtering capability is limited, and if
the internal links of the website change, unexpected resources may be
loaded. These resources, such as font files, can cause problems in
subsequent embedding processing.

>
https://blog.langchain.dev/assets/fonts/source-sans-pro-v21-latin-ext_latin-regular.woff2?v=0312715cbf

We can add the Content-Type in the HTTP response headers to the document
metadata so developers can choose which resources to use. This allows
developers to make their own choices.

For example, the following may be a good choice for text knowledge.

- text/plain - simple text file
- text/html - HTML web page
- text/xml - XML format file
- text/json - JSON format data
- application/pdf - PDF file
- application/msword - Word document

and ignore the following

- text/css - CSS stylesheet
- text/javascript - JavaScript script
- application/octet-stream - binary data
- image/jpeg - JPEG image
- image/png - PNG image
- image/gif - GIF image
- image/svg+xml - SVG image
- audio/mpeg - MPEG audio files
- video/mp4 - MP4 video file
- application/font-woff - WOFF font file
- application/font-ttf - TTF font file
- application/zip - ZIP compressed file
- application/octet-stream - binary data

**Twitter handle:** @coolbeevip

---------

Co-authored-by: Bagatur <baskaryan@gmail.com>
5 months ago
Erick Friis eca3640af7
upstage: release 0.1.2 (#20898) 5 months ago
Joan Fontanals baefbfb14e
community[mionr]: add Jina Reranker in retrievers module (#19406)
- **Description:** Adapt JinaEmbeddings to run with the new Jina AI
Rerank API
- **Twitter handle:** https://twitter.com/JinaAI_


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


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

---------

Co-authored-by: Bagatur <22008038+baskaryan@users.noreply.github.com>
Co-authored-by: Bagatur <baskaryan@gmail.com>
5 months ago
Erick Friis 92969d49cb
multiple: remove external repo mds (#20896)
api docs build doesn't tolerate them
5 months ago
Jason_Chen 53bb7dbd29
community[patch]: add BeautifulSoupTransformer remove_unwanted_classnames method (#20467)
Add the remove_unwanted_classnames method to the
BeautifulSoupTransformer class, which can filter more effectively.

---------

Co-authored-by: Bagatur <22008038+baskaryan@users.noreply.github.com>
Co-authored-by: Bagatur <baskaryan@gmail.com>
5 months ago
YISH ed26149a29
openai[patch]: Allow disablling safe_len_embeddings(OpenAIEmbeddings) (#19743)
OpenAI API compatible server may not support `safe_len_embedding`, 

use `disable_safe_len_embeddings=True` to disable it.

---------

Co-authored-by: Bagatur <baskaryan@gmail.com>
5 months ago
Bagatur 5b83130855
core[minor], langchain[patch], community[patch]: mv StructuredQuery (#20849)
mv StructuredQuery to core
5 months ago
Sean 540f384197
partner: Upstage quick documentation update (#20869)
* Updating the provider docs page. 
The RAG example was meant to be moved to cookbook, but was merged by
mistake.

* Fix bug in Groundedness Check

---------

Co-authored-by: JuHyung-Son <sonju0427@gmail.com>
Co-authored-by: Erick Friis <erick@langchain.dev>
5 months ago
Bagatur ffad3985a1
core[patch]: Release 0.1.46 (#20891) 5 months ago
Mish Ushakov 6ccecf2363
community[minor]: added Browserbase loader (#20478) 5 months ago
Erick Friis 5da9dd1195
mistral: comment batching param (#20868)
Addresses #20523
5 months ago
Ivaylo Bratoev 7c5063ef60
infra: fix how Poetry is installed in the dev container (#20521)
Currently, when a new dev container is created, poetry does not work in
it with the error "No module named 'rapidfuzz'".

Install Poetry outside the project venv so that poetry and project
dependencies do not get mixed. Use pipx to install poetry securely in
its own isolated environment.

Issue: #12237

Twitter handle: https://twitter.com/ibratoev

Co-authored-by: Bagatur <22008038+baskaryan@users.noreply.github.com>
5 months ago
GustavoSept c2d09a5186
experimental[patch]: Makes regex customizable in text_splitter.py (SemanticChunker class) (#20485)
- **Description:** Currently, the regex is static (`r"(?<=[.?!])\s+"`),
which is only useful for certain use cases. The current change only
moves this to be a parameter of split_text(). Which adds flexibility
without making it more complex (as the default regex is still the same).
- **Issue:** Not applicable (I searched, no one seems to have created
this issue yet).
  - **Dependencies:** None.


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

---------

Co-authored-by: Bagatur <22008038+baskaryan@users.noreply.github.com>
Co-authored-by: Bagatur <baskaryan@gmail.com>
5 months ago
William FH a936f696a6
[Core] Feat: update config CVar in tool.invoke (#20808) 5 months ago
Lei Zhang 2cd907ad7e
text-splitters[patch]: fix MarkdownHeaderTextSplitter fails to parse headers with non-printable characters (#20645)
Description: MarkdownHeaderTextSplitter Fails to Parse Headers with
non-printable characters. more #20643

The following is the official test case. Just replacing `# Foo\n\n` with
`\ufeff# Foo\n\n` will cause the test case to fail.

chunk metadata is empty

```python
def test_md_header_text_splitter_1() -> None:
    """Test markdown splitter by header: Case 1."""

    markdown_document = (
        "\ufeff# Foo\n\n"
        "    ## Bar\n\n"
        "Hi this is Jim\n\n"
        "Hi this is Joe\n\n"
        " ## Baz\n\n"
        " Hi this is Molly"
    )
    headers_to_split_on = [
        ("#", "Header 1"),
        ("##", "Header 2"),
    ]
    markdown_splitter = MarkdownHeaderTextSplitter(
        headers_to_split_on=headers_to_split_on,
    )
    output = markdown_splitter.split_text(markdown_document)
    expected_output = [
        Document(
            page_content="Hi this is Jim  \nHi this is Joe",
            metadata={"Header 1": "Foo", "Header 2": "Bar"},
        ),
        Document(
            page_content="Hi this is Molly",
            metadata={"Header 1": "Foo", "Header 2": "Baz"},
        ),
    ]
    assert output == expected_output
```

twitter: @coolbeevip

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

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

make lint_diff , make test checks done
5 months ago
Nikita Pokidyshev 9e983c9500
langchain[patch]: fix agent_token_buffer_memory not working with openai tools (#20708)
- **Description:** fix a bug in the agent_token_buffer_memory
- **Issue:** agent_token_buffer_memory was not working with openai tools
- **Dependencies:** None
- **Twitter handle:** @pokidyshef
5 months ago
Erick Friis 1aef8116de
upstage: release 0.1.1 (#20864) 5 months ago
junkeon c8fd51e8c8
upstage: Add Upstage partner package LA and GC (#20651)
---------

Co-authored-by: Sean <chosh0615@gmail.com>
Co-authored-by: Erick Friis <erick@langchain.dev>
Co-authored-by: Sean Cho <sean@upstage.ai>
5 months ago
Alex Lee 243ba71b28
langchain[patch]: add `aprep_output` method to `langchain/chains/base.py` (#20748)
## Description

Add `aprep_output` method to `langchain/chains/base.py`. Some downstream
`ChatMessageHistory` objects that use async connections require an async
way to append to the context.

It turned out that `ainvoke()` was calling `prep_output` which is
synchronous.

---------

Co-authored-by: Bagatur <22008038+baskaryan@users.noreply.github.com>
5 months ago
Harrison Chase 43c041cda5
support messages in messages out (#20862) 5 months ago
back2nix a1614b88ac
groq[patch]: groq proxy support (#20758)
# Proxy Fix for Groq Class 🐛 🚀

## Description
This PR fixes a bug related to proxy settings in the `Groq` class,
allowing users to connect to LangChain services via a proxy.

## Changes Made
-  FIX support for specifying proxy settings in the `Groq` class.
-  Resolved the bug causing issues with proxy settings.
-  Did not include unit tests and documentation updates.
-  Did not run make format, make lint, and make test to ensure code
quality and functionality because I couldn't get it to run, so I don't
program in Python and couldn't run `ruff`.
-  Ensured that the changes are backwards compatible.
-  No additional dependencies were added to `pyproject.toml`.

### Error Before Fix
```python
Traceback (most recent call last):
  File "/home/bg/Documents/code/github.com/back2nix/test/groq/main.py", line 9, in <module>
    chat = ChatGroq(
           ^^^^^^^^^
  File "/home/bg/Documents/code/github.com/back2nix/test/groq/venv310/lib/python3.11/site-packages/langchain_core/load/serializable.py", line 120, in __init__
    super().__init__(**kwargs)
  File "/home/bg/Documents/code/github.com/back2nix/test/groq/venv310/lib/python3.11/site-packages/pydantic/v1/main.py", line 341, in __init__
    raise validation_error
pydantic.v1.error_wrappers.ValidationError: 1 validation error for ChatGroq
__root__
  Invalid `http_client` argument; Expected an instance of `httpx.AsyncClient` but got <class 'httpx.Client'> (type=type_error)
  ```
  
### Example usage after fix
  ```python3
import os

import httpx
from langchain_core.prompts import ChatPromptTemplate
from langchain_groq import ChatGroq

chat = ChatGroq(
    temperature=0,
    groq_api_key=os.environ.get("GROQ_API_KEY"),
    model_name="mixtral-8x7b-32768",
    http_client=httpx.Client(
        proxies="socks5://127.0.0.1:1080",
        transport=httpx.HTTPTransport(local_address="0.0.0.0"),
    ),
    http_async_client=httpx.AsyncClient(
        proxies="socks5://127.0.0.1:1080",
        transport=httpx.HTTPTransport(local_address="0.0.0.0"),
    ),
)

system = "You are a helpful assistant."
human = "{text}"
prompt = ChatPromptTemplate.from_messages([("system", system), ("human", human)])

chain = prompt | chat
out = chain.invoke({"text": "Explain the importance of low latency LLMs"})

print(out)
```

---------

Co-authored-by: Bagatur <22008038+baskaryan@users.noreply.github.com>
Co-authored-by: Bagatur <baskaryan@gmail.com>
5 months ago
volodymyr-memsql 493afe4d8d
community[patch]: add hybrid search to singlestoredb vectorstore (#20793)
Implemented the ability to enable full-text search within the
SingleStore vector store, offering users a versatile range of search
strategies. This enhancement allows users to seamlessly combine
full-text search with vector search, enabling the following search
strategies:

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

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

CC: @baskaryan, @hwchase17

---------

Co-authored-by: Volodymyr Tkachuk <vtkachuk-ua@singlestore.com>
Co-authored-by: Bagatur <baskaryan@gmail.com>
5 months ago
Tomaz Bratanic 9efab3ed66
community[patch]: Add driver config param for neo4j graph (#20772)
Co-authored-by: Bagatur <baskaryan@gmail.com>
5 months ago
Leonid Ganeline 13751c3297
community: `tigergraph` fixes (#20034)
- added guard on the `pyTigerGraph` import
- added a missed example page in the `docs/integrations/graphs/`
- formatted the `docs/integrations/providers/` page to the consistent
format. Added links.
5 months ago
Martin Kolb 0186e4e633
community[patch]: Advanced filtering for HANA Cloud Vector Engine (#20821)
- **Description:**
This PR adds support for advanced filtering to the integration of HANA
Vector Engine.
The newly supported filtering operators are: $eq, $ne, $gt, $gte, $lt,
$lte, $between, $in, $nin, $like, $and, $or

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

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

Description of the new capabilities in notebook:
`docs/docs/integrations/vectorstores/hanavector.ipynb`
5 months ago
Alex Sherstinsky 12e5ec6de3
community: Support both Predibase SDK-v1 and SDK-v2 in Predibase-LangChain integration (#20859) 5 months ago
Erick Friis 8c95ac3145
docs, multiple: de-beta with_structured_output (#20850) 5 months ago
Nuno Campos 477eb1745c
Better support for subgraphs in graph viz (#20840) 5 months ago
JeffKatzy 5ab3f9a995
community[patch]: standardize chat init args (#20844)
Thank you for contributing to LangChain!

community:perplexity[patch]: standardize init args

updated pplx_api_key and request_timeout so that aliased to api_key, and
timeout respectively. Added test that both continue to set the same
underlying attributes.

Related to
[20085](https://github.com/langchain-ai/langchain/issues/20085)

---------

Co-authored-by: Bagatur <22008038+baskaryan@users.noreply.github.com>
5 months ago
Massimiliano Pronesti 8d1167b32f
community[patch]: add support for similarity_score_threshold search in… (#20852)
See
https://github.com/langchain-ai/langchain/issues/20600#issuecomment-2075569338
for details.

@chrislrobert
5 months ago
Eugene Yurtsev d8aa72f51d
core[minor],langchain[patch]: Move base indexing interface and logic to core (#20667)
This PR moves the interface and the logic to core.

The following changes to namespaces:


`indexes` -> `indexing`
`indexes._api` -> `indexing.api`


Testing code is intentionally duplicated for now since it's testing
different
implementations of the record manager (in-memory vs. SQL).

Common logic will need to be pulled out into the test client.


A follow up PR will move the SQL based implementation outside of
LangChain.
5 months ago
ccurme 3bcfbcc871
groq: handle null queue_time (#20839) 5 months ago
Eugene Yurtsev 30e48c9878
core[patch],community[patch]: Move file chat history back to community (#20834)
Marking as patch since we haven't had releases in between. This just reverting part of a PR from yesterday.
5 months ago
ccurme 6debadaa70
groq: bump core (#20838) 5 months ago
Erick Friis 7984206c95
groq: release 0.1.3 (#20836)
Fixes #20811
5 months ago
Nestor Qin 9111d3a636
community[patch]: Fix message formatting for Anthropic models on Amazon Bedrock (#20801)
**Description:**
This PR fixes an issue in message formatting function for Anthropic
models on Amazon Bedrock.

Currently, LangChain BedrockChat model will crash if it uses Anthropic
models and the model return a message in the following type:
- `AIMessageChunk`

Moreover, when use BedrockChat with for building Agent, the following
message types will trigger the same issue too:
- `HumanMessageChunk`
- `FunctionMessage`

**Issue:**
https://github.com/langchain-ai/langchain/issues/18831

**Dependencies:**
No.

**Testing:**
Manually tested. The following code was failing before the patch and
works after.

```
@tool
def square_root(x: str):
    "Useful when you need to calculate the square root of a number"
    return math.sqrt(int(x))

llm = ChatBedrock(
    model_id="anthropic.claude-3-sonnet-20240229-v1:0",
    model_kwargs={ "temperature": 0.0 },
)

prompt = ChatPromptTemplate.from_messages(
    [
        ("system", FUNCTION_CALL_PROMPT),
        ("human", "Question: {user_input}"),
        MessagesPlaceholder(variable_name="agent_scratchpad"),
    ]
)

tools = [square_root]
tools_string = format_tool_to_anthropic_function(square_root)

agent = (
        RunnablePassthrough.assign(
            user_input=lambda x: x['user_input'],
            agent_scratchpad=lambda x: format_to_openai_function_messages(
                x["intermediate_steps"]
            )
        )
        | prompt
        | llm
        | AnthropicFunctionsAgentOutputParser()
)
agent_executor = AgentExecutor(agent=agent, tools=tools, verbose=True, return_intermediate_steps=True)
output = agent_executor.invoke({
    "user_input": "What is the square root of 2?",
    "tools_string": tools_string,
})
```
List of messages returned from Bedrock:
```
<SystemMessage> content='You are a helpful assistant.'
<HumanMessage> content='Question: What is the square root of 2?'
<AIMessageChunk> content="Okay, let's calculate the square root of 2.<scratchpad>\nTo calculate the square root of a number, I can use the square_root tool:\n\n<function_calls>\n  <invoke>\n    <tool_name>square_root</tool_name>\n    <parameters>\n      <__arg1>2</__arg1>\n    </parameters>\n  </invoke>\n</function_calls>\n</scratchpad>\n\n<function_results>\n<search_result>\nThe square root of 2 is approximately 1.414213562373095\n</search_result>\n</function_results>\n\n<answer>\nThe square root of 2 is approximately 1.414213562373095\n</answer>" id='run-92363df7-eff6-4849-bbba-fa16a1b2988c'"
<FunctionMessage> content='1.4142135623730951' name='square_root'
```
5 months ago
ccurme 06b04b80b8
groq: fix warning filter for integration test (#20806) 5 months ago
ccurme 5a3c65a756
standard tests: add xfails (#20659) 5 months ago
Erick Friis ddc2274aea
standard-tests: split tool calling test (#20803)
just making it a bit easier to grok
5 months ago
ccurme 6622829c67
mistral: catch GatedRepoError, release 0.1.3 (#20802)
https://github.com/langchain-ai/langchain/issues/20618

---------

Co-authored-by: Erick Friis <erick@langchain.dev>
5 months ago
Eugene Yurtsev a7c347ab35
langchain[patch]: Update evaluation logic that instantiates a default LLM (#20760)
Favor langchain_openai over langchain_community for evaluation logic.

---------

Co-authored-by: ccurme <chester.curme@gmail.com>
5 months ago
Eugene Yurtsev 72f720fa38
langchain[major]: Remove default instantations of LLMs from VectorstoreToolkit (#20794)
Remove default instantiation from vectorstore toolkit.
5 months ago
ccurme 42de5168b1
langchain: deprecate LLMChain, RetrievalQA, and ConversationalRetrievalChain (#20751) 5 months ago
Erick Friis 30c7951505
core: use qualname in beta message (#20361) 5 months ago
Aliaksandr Kuzmik 5560cc448c
community[patch]: fix CometTracer bug (#20796)
Hi! My name is Alex, I'm an SDK engineer from
[Comet](https://www.comet.com/site/)

This PR updates the `CometTracer` class.

Fixed an issue when `CometTracer` failed while logging the data to Comet
because this data is not JSON-encodable.

The problem was in some of the `Run` attributes that could contain
non-default types inside, now these attributes are taken not from the
run instance, but from the `run.dict()` return value.
5 months ago
Eugene Yurtsev 1c89e45c14
langchain[major]: breaks some chains to remove hidden defaults (#20759)
Breaks some chains in langchain to remove hidden chat model / llm instantiation.
5 months ago
Eugene Yurtsev ad6b5f84e5
community[patch],core[minor]: Move in memory cache implementation to core (#20753)
This PR moves the InMemoryCache implementation from community to core.
5 months ago
Eugene Yurtsev a2cc9b55ba
core[patch]: Remove autoupgrade to addable dict in Runnable/RunnableLambda/RunnablePassthrough transform (#20677)
Causes an issue for this code

```python
from langchain.chat_models.openai import ChatOpenAI
from langchain.output_parsers.openai_tools import JsonOutputToolsParser
from langchain.schema import SystemMessage

prompt = SystemMessage(content="You are a nice assistant.") + "{question}"

llm = ChatOpenAI(
    model_kwargs={
        "tools": [
            {
                "type": "function",
                "function": {
                    "name": "web_search",
                    "description": "Searches the web for the answer to the question.",
                    "parameters": {
                        "type": "object",
                        "properties": {
                            "query": {
                                "type": "string",
                                "description": "The question to search for.",
                            },
                        },
                    },
                },
            }
        ],
    },
    streaming=True,
)

parser = JsonOutputToolsParser(first_tool_only=True)

llm_chain = prompt | llm | parser | (lambda x: x)


for chunk in llm_chain.stream({"question": "tell me more about turtles"}):
    print(chunk)

# message = llm_chain.invoke({"question": "tell me more about turtles"})

# print(message)
```

Instead by definition, we'll assume that RunnableLambdas consume the
entire stream and that if the stream isn't addable then it's the last
message of the stream that's in the usable format.

---

If users want to use addable dicts, they can wrap the dict in an
AddableDict class.

---

Likely, need to follow up with the same change for other places in the
code that do the upgrade
5 months ago
Oleksandr Yaremchuk 9428923bab
experimental[minor]: upgrade the prompt injection model (#20783)
- **Description:** In January, Laiyer.ai became part of ProtectAI, which
means the model became owned by ProtectAI. In addition to that,
yesterday, we released a new version of the model addressing issues the
Langchain's community and others mentioned to us about false-positives.
The new model has a better accuracy compared to the previous version,
and we thought the Langchain community would benefit from using the
[latest version of the
model](https://huggingface.co/protectai/deberta-v3-base-prompt-injection-v2).
- **Issue:** N/A
- **Dependencies:** N/A
- **Twitter handle:** @alex_yaremchuk
5 months ago
Eugene Yurtsev 645b1e142e
core[minor],langchain[patch],community[patch]: Move InMemory and File implementations of Chat History to core (#20752)
This PR moves the implementations for chat history to core. So it's
easier to determine which dependencies need to be broken / add
deprecation warnings
5 months ago
ccurme 7a922f3e48
core, openai: support custom token encoders (#20762) 5 months ago
Christophe Bornet 0ae5027d98
community[patch]: Remove usage of deprecated StoredBlobHistory in CassandraChatMessageHistory (#20666) 5 months ago
Bagatur eb18f4e155
infra: rm sep repo partner dirs (#20756)
so you can `poetry run pip install -e libs/partners/*/` to your hearts
content
5 months ago
Eugene Yurtsev 936c6cc74a
langchain[patch]: Add missing deprecation for openai adapters (#20668)
Add missing deprecation for openai adapters
5 months ago
Eugene Yurtsev 38adbfdf34
community[patch],core[minor]: Move BaseToolKit to core.tools (#20669) 5 months ago
Mark Needham ce23f8293a
Community patch clickhouse make it possible to not specify index (#20460)
Vector indexes in ClickHouse are experimental at the moment and can
sometimes break/change behaviour. So this PR makes it possible to say
that you don't want to specify an index type.

Any queries against the embedding column will be brute force/linear
scan, but that gives reasonable performance for small-medium dataset
sizes.

---------

Co-authored-by: Erick Friis <erick@langchain.dev>
Co-authored-by: Bagatur <22008038+baskaryan@users.noreply.github.com>
5 months ago
ccurme c010ec8b71
patch: deprecate (a)get_relevant_documents (#20477)
- `.get_relevant_documents(query)` -> `.invoke(query)`
- `.get_relevant_documents(query=query)` -> `.invoke(query)`
- `.get_relevant_documents(query, callbacks=callbacks)` ->
`.invoke(query, config={"callbacks": callbacks})`
- `.get_relevant_documents(query, **kwargs)` -> `.invoke(query,
**kwargs)`

---------

Co-authored-by: Erick Friis <erick@langchain.dev>
5 months ago
Matheus Henrique Raymundo bb69819267
community: Fix the stop sequence key name for Mistral in Bedrock (#20709)
Fixing the wrong stop sequence key name that causes an error on AWS
Bedrock.
You can check the MistralAI bedrock parameters
[here](https://docs.aws.amazon.com/bedrock/latest/userguide/model-parameters-mistral.html)
This change fixes this
[issue](https://github.com/langchain-ai/langchain/issues/20095)
5 months ago
Bagatur 1c7b3c75a7
community[patch], experimental[patch]: support tool-calling sql and p… (#20639)
d agents
5 months ago
Bagatur d0cee65cdc
langchain[patch]: langchain-pinecone self query support (#20702) 5 months ago
shumway743 cb6e5e56c2
community[minor]: add graph store implementation for apache age (#20582)
**Description:** implemented GraphStore class for Apache Age graph db

**Dependencies:** depends on psycopg2

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

---------

Co-authored-by: Bagatur <22008038+baskaryan@users.noreply.github.com>
Co-authored-by: Bagatur <baskaryan@gmail.com>
5 months ago
Christophe Bornet c909ae0152
community[minor]: Add async methods to CassandraVectorStore (#20602)
Co-authored-by: Eugene Yurtsev <eyurtsev@gmail.com>
5 months ago
Leonid Ganeline 06d18c106d
langchain[patch]: `example_selector` import fix (#20676)
Cleaned up updated imports
5 months ago
Leonid Ganeline d6470aab60
langchain: `dosctore` import fix (#20678)
Cleaned up imports
5 months ago
Dmitry Tyumentsev f111efeb6e
community[patch]: YandexGPT API add ability to disable request logging (#20670)
Closes (#20622)

Added the ability to [disable logging of requests to
YandexGPT](https://yandex.cloud/en/docs/foundation-models/operations/yandexgpt/disable-logging).
5 months ago
Mateusz Szewczyk 75ffe51bbe
ibm: Add support for Embedding Models (#20647)
---------

Co-authored-by: Erick Friis <erick@langchain.dev>
5 months ago
Erick Friis 73809817ff
community: release 0.0.34 (#20672) 5 months ago
Tomaz Bratanic 8c08cf4619
community: Add support for relationship indexes in neo4j vector (#20657)
Neo4j has added relationship vector indexes.
We can't populate them, but we can use existing indexes for retrieval
5 months ago
Erick Friis 940242c1ec
core: release 0.1.45 (#20664) 5 months ago
Souls-R 36084e7500
docs: fix variable name typo in example code (#20658)
This pull request corrects a mistake in the variable name within the
example code. The variable doc_schema has been changed to dog_schema to
fix the error.
5 months ago
Sivaudha baedc3ec0a
langchain[minor]: Databricks vector search self query integration (#20627)
- Enable self querying feature for databricks vector search

---------

Co-authored-by: Bagatur <baskaryan@gmail.com>
Co-authored-by: Bagatur <22008038+baskaryan@users.noreply.github.com>
5 months ago
ccurme 6d530481c1
openai: fix allowed block types (#20636) 5 months ago
Erick Friis 5c216ad08f
upstage[patch]: un-xfail tool calling test, release 0.1.0 (#20635) 5 months ago
Nuno Campos 48307e46a3
core[patch]: Fix runnable map ser/de (#20631) 5 months ago
Charlie Holtz 1cbab0ebda
community: update Replicate to work with official models (#20633)
Description: you don't need to pass a version for Replicate official
models. That was broken on LangChain until now!

You can now run: 

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

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

twitter: @charliebholtz

---------

Co-authored-by: Erick Friis <erick@langchain.dev>
5 months ago
Congyu dd5139e304
community[patch]: truncate zhipuai `temperature` and `top_p` parameters to [0.01, 0.99] (#20261)
ZhipuAI API only accepts `temperature` parameter between `(0, 1)` open
interval, and if `0` is passed, it responds with status code `400`.

However, 0 and 1 is often accepted by other APIs, for example, OpenAI
allows `[0, 2]` for temperature closed range.

This PR truncates temperature parameter passed to `[0.01, 0.99]` to
improve the compatibility between langchain's ecosystem's and ZhipuAI
(e.g., ragas `evaluate` often generates temperature 0, which results in
a lot of 400 invalid responses). The PR also truncates `top_p` parameter
since it has the same restriction.

Reference: [glm-4 doc](https://open.bigmodel.cn/dev/api#glm-4) (which
unfortunately is in Chinese though).

---------

Co-authored-by: Bagatur <22008038+baskaryan@users.noreply.github.com>
5 months ago
Lance Martin d5c22b80a5
community[patch]: Fix Ollama for LLaMA3 (#20624)
We see verbose generations w/ LLaMA3 and Ollama - 

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

--- 

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

Test LLaMA2 - 

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

Test LLaMA3 - 

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

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

Test Mistral -

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

---------

Co-authored-by: Erick Friis <erick@langchain.dev>
5 months ago
Erick Friis 3425988de7
core: deprecation default to qualname (#20578) 5 months ago
hulitaitai 7d0a008744
community[minor]: Add audio-parser "faster-whisper" in audio.py (#20012)
faster-whisper is a reimplementation of OpenAI's Whisper model using
CTranslate2, which is up to 4 times faster than enai/whisper for the
same accuracy while using less memory. The efficiency can be further
improved with 8-bit quantization on both CPU and GPU.

It can automatically detect the following 14 languages and transcribe
the text into their respective languages: en, zh, fr, de, ja, ko, ru,
es, th, it, pt, vi, ar, tr.

The gitbub repository for faster-whisper is :
    https://github.com/SYSTRAN/faster-whisper

---------

Co-authored-by: Eugene Yurtsev <eyurtsev@gmail.com>
5 months ago
Guangdong Liu e3c2431c5b
comminuty[patch]:Fix Error in apache doris insert (#19989)
- **Issue:** #19886
5 months ago
Tomaz Bratanic 27370b679e
community[patch]: Ignore null and invalid embedding values for neo4j metadata filtering (#20558) 5 months ago
Eugene Yurtsev 718c9cbe3a
mistral[patch]: Support both model and model_name (#20557) 5 months ago
Leonid Ganeline 95dc90609e
experimental[patch]: `prompts` import fix (#20534)
Replaced `from langchain.prompts` with `from langchain_core.prompts`
where it is appropriate.
Most of the changes go to `langchain_experimental`
Similar to #20348
5 months ago
Massimiliano Pronesti 2542a09abc
community[patch]: AzureSearch incorrectly converted to retriever (#20601)
Closes #20600.

Please see the issue for more details.
5 months ago
Christophe Bornet 8f0b5687a3
community[minor]: Add hybrid search to Cassandra VectorStore (#20286)
Only supported by Astra DB at the moment.
**Twitter handle:** cbornet_
5 months ago
Christophe Bornet d2d01370bc
community[minor]: Add async methods to CassandraLoader (#20609)
Co-authored-by: Eugene Yurtsev <eyurtsev@gmail.com>
5 months ago
Eugene Yurtsev 8c29b7bf35
mistralai[patch]: Use public attribute for eventsource.response (#20580)
Minor change, use the public attribute instead of the protected one.
5 months ago
Erick Friis 66fb0b1f35
core: fix fireworks mapping (#20613) 5 months ago
balloonio e786da7774
community[patch]: Invoke callback prior to yielding token fix [HuggingFaceTextGenInference] (#20426)
…gFaceTextGenInference)

- [x] **PR title**: community[patch]: Invoke callback prior to yielding
token fix for [HuggingFaceTextGenInference]


- [x] **PR message**: 
- **Description:** Invoke callback prior to yielding token in stream
method in [HuggingFaceTextGenInference]
    - **Issue:** https://github.com/langchain-ai/langchain/issues/16913
    - **Dependencies:** None
    - **Twitter handle:** @bolun_zhang

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

---------

Co-authored-by: Chester Curme <chester.curme@gmail.com>
5 months ago
Ethan Yang 2d6d796040
community: Add save_model function for openvino reranker and embedding (#19896) 5 months ago
zR 9c1d7f2405
update zhipuai notebook (#20595)
fix timeout issue
fix zhipuai usecase notebookbook

Thank you for contributing to LangChain!

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


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


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


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

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

If no one reviews your PR within a few days, please @-mention one of
baskaryan, efriis, eyurtsev, hwchase17.
5 months ago
ccurme c897264b9b
community: (milvus) check for num_shards (#20603)
@rgupta2508 I believe this change is necessary following
https://github.com/langchain-ai/langchain/pull/20318 because of how
Milvus handles defaults:


59bf5e811a/pymilvus/client/prepare.py (L82-L85)
```python
num_shards = kwargs[next(iter(same_key))]
if not isinstance(num_shards, int):
    msg = f"invalid num_shards type, got {type(num_shards)}, expected int"
    raise ParamError(message=msg)
req.shards_num = num_shards
```
this way lets Milvus control the default value (instead of maintaining a
separate default in Langchain).

Let me know if I've got this wrong or you feel it's unnecessary. Thanks.
5 months ago
Rohit Gupta 25c4c24e89
Support to create shards_num in milvus vectorstores (#20318)
To support number of the shards for the collection to create in milvus
vvectorstores.

Thank you for contributing to LangChain!

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


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


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


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

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

If no one reviews your PR within a few days, please @-mention one of
baskaryan, efriis, eyurtsev, hwchase17.
5 months ago
aditya thomas cea379e7c7
community, core[callbacks]: move FileCallbackHandler from community to core (#20495)
**Description:** Move `FileCallbackHandler` from community to core
**Issue:** #20493 
**Dependencies:** None

(imo) `FileCallbackHandler` is a built-in LangChain callback handler
like `StdOutCallbackHandler` and should properly be in in core.
5 months ago
Erick Friis e7e94b37f1
upstage: fix core dep (#20576) 5 months ago
Erick Friis e395115807
docs: aws docs updates (#20571) 5 months ago
Erick Friis f09bd0b75b
upstage: init package (#20574)
Co-authored-by: Sean Cho <sean@upstage.ai>
Co-authored-by: JuHyung-Son <sonju0427@gmail.com>
5 months ago
Marco Perini 11c9ed3362
community[patch]: exposing headless flag parameter to AsyncChromiumLoader class (#20424)
- **Description:** added the headless parameter as optional argument to
the langchain_community.document_loaders AsyncChromiumLoader class
  - **Dependencies:** None
  - **Twitter handle:** @perinim_98

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

---------

Co-authored-by: Bagatur <22008038+baskaryan@users.noreply.github.com>
Co-authored-by: Bagatur <baskaryan@gmail.com>
5 months ago
Bagatur 54e9271504
anthropic[patch]: fix msg mutation (#20572) 5 months ago
Nuno Campos 719da8746e
core: fix attributeerror in runnablelambda.deps (#20569)
- would happen when user's code tries to access attritbute that doesnt
exist, we prefer to let this crash in the user's code, rather than here
- also catch more cases where a runnable is invoked/streamed inside a
lambda. before we weren't seeing these as deps
5 months ago
Christophe Bornet a22da4315b
community[patch]: Replace function in CassandraVectorStore with simpler lambda (#20323) 5 months ago
Christophe Bornet 75733c5cc1
community[minor]: Improve CassandraVectorStore from_texts (#20284) 5 months ago
Tomer Cagan 463160c3f6
community: fix `DirectoryLoader` progress bar (#19821)
**Description:** currently, the `DirectoryLoader` progress-bar maximum value is based on an incorrect number of files to process

In langchain_community/document_loaders/directory.py:127:

```python
        paths = p.rglob(self.glob) if self.recursive else p.glob(self.glob)
        items = [
            path
            for path in paths
            if not (self.exclude and any(path.match(glob) for glob in self.exclude))
        ]
```

`paths` returns both files and directories. `items` is later used to determine the maximum value of the progress-bar which gives an incorrect progress indication.
5 months ago
Bagatur 984e7e36c2
anthropic[patch]: Release 0.1.10 (#20568) 5 months ago
Pengcheng Liu ecd19a9e58
community[patch]: Add function call support in Tongyi chat model. (#20119)
- [ ] **PR message**: 
- **Description:** This pr adds function calling support in Tongyi chat
model.
    - **Issue:** None
    - **Dependencies:** None
    - **Twitter handle:** None

Co-authored-by: Bagatur <22008038+baskaryan@users.noreply.github.com>
5 months ago
kaijietti 80679ab906
zep[patch]: implement add_messages and aadd_messages (#20099)
This PR implement `add_messages` and `aadd_messages` to avoid
unnecessary round-trips.
5 months ago
ccurme 2238490069
mistral, openai: allow anthropic-style messages in message histories (#20565) 5 months ago
Eugene Yurtsev 7a7851aa06
anthropic[patch]: Handle empty text block (#20566)
Handle empty text block
5 months ago
Bagatur 7917e2c418
core[patch]: Release 0.1.44 (#20564) 5 months ago
ccurme 4a17951900
mistral: read tool calls from AIMessage (#20554)
Co-authored-by: Eugene Yurtsev <eyurtsev@gmail.com>
5 months ago
Eugene Yurtsev f257909699
mistralai[patch]: Surface http errors (#20555)
Do not swallow errors when streaming with httpx.

Update affected code if this PR gets merged to httpx:
https://github.com/florimondmanca/httpx-sse/pull/25/files
5 months ago
Sevin F. Varoglu 3f156e0ece
community[minor]: add ChatOctoAI (#20059)
This PR adds ChatOctoAI, a chat model integration for OctoAI.
5 months ago
Eun Hye Kim b34f1086fe
community[patch]: Add streaming logic in ChatHuggingFace (#18784)
- Add functions (_stream, _astream)
- Connect to _generate and _agenerate

Thank you for contributing to LangChain!

- [x] **PR title**: "community: Add streaming logic in ChatHuggingFace"

- [x] **PR message**: ***Delete this entire checklist*** and replace
with
- **Description:** Addition functions (_stream, _astream) and connection
to _generate and _agenerate
    - **Issue:** #18782
    - **Dependencies:** none
    - **Twitter handle:** @lunara_x
5 months ago
pjb157 479be3cc91
community[minor]: Unify Titan Takeoff Integrations and Adding Embedding Support (#18775)
**Community: Unify Titan Takeoff Integrations and Adding Embedding
Support**

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

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

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

**Twitter**
@MeryemArik9

Thanks all :)

---------

Co-authored-by: Bagatur <baskaryan@gmail.com>
Co-authored-by: Bagatur <22008038+baskaryan@users.noreply.github.com>
5 months ago
Rahul Triptahi 2cbfc94bcb
community[patch]: Add support for authorized identities in PebbloSafeLoader. (#20055)
Description: Add support for authorized identities in PebbloSafeLoader.
Now with this change, PebbloSafeLoader will extract
authorized_identities from metadata and send it to pebblo server
Dependencies: None
Documentation: None

Signed-off-by: Rahul Tripathi <rauhl.psit.ec@gmail.com>
Co-authored-by: Rahul Tripathi <rauhl.psit.ec@gmail.com>
5 months ago
Guangdong Liu b78ede2f96
community[patch]: standardize init args (#20166)
Related to https://github.com/langchain-ai/langchain/issues/20085

@baskaryan
5 months ago
Guangdong Liu 3729bec1a2
community[patch]: standardize init args (#20210)
Related to https://github.com/langchain-ai/langchain/issues/20085

@baskaryan
5 months ago
sdan a7c5e41443
community[minor]: Added VLite as VectorStore (#20245)
Support [VLite](https://github.com/sdan/vlite) as a new VectorStore
type.

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

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

**Profiles**

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

---------

Co-authored-by: Bagatur <baskaryan@gmail.com>
5 months ago
Hyeongchan Kim 7824291252
community[patch]: Fix not to cast to str type when `file_path` is None (#20057)
From `langchain_community 0.0.30`, there's a bug that cannot send a
file-like object via `file` parameter instead of `file path` due to
casting the `file_path` to str type even if `file_path` is None.

which means that when I call the `partition_via_api()`, exactly one of
`filename` and `file` must be specified by the following error message.

however, from `langchain_community 0.0.30`, `file_path` is casted into
`str` type even `file_path` is None in `get_elements_from_api()` and got
an error at `exactly_one(filename=filename, file=file)`.

here's an error message
```
---> 51     exactly_one(filename=filename, file=file)
     53     if metadata_filename and file_filename:
     54         raise ValueError(
     55             "Only one of metadata_filename and file_filename is specified. "
     56             "metadata_filename is preferred. file_filename is marked for deprecation.",
     57         )

File /opt/homebrew/lib/python3.11/site-packages/unstructured/partition/common.py:441, in exactly_one(**kwargs)
    439 else:
    440     message = f"{names[0]} must be specified."
--> 441 raise ValueError(message)

ValueError: Exactly one of filename and file must be specified.
```

So, I simply made a change that casting to str type when `file_path` is
not None.

I use `UnstructuredAPIFileLoader` like below.

```
from langchain_community.document_loaders.unstructured import UnstructuredAPIFileLoader

documents: list = UnstructuredAPIFileLoader(
    file_path=None,
    file=file,  # file-like object, io.BytesIO type
    mode='elements',
    url='http://127.0.0.1:8000/general/v0/general',
    content_type='application/pdf',
    metadata_filename='asdf.pdf',
).load_and_split()
```
5 months ago
Prashanth Rao 295b9b704b
community[patch]: Improve Kuzu Cypher generation prompt (#20481)
- [x] **PR title**: "community: improve kuzu cypher generation prompt"

- [x] **PR message**: ***Delete this entire checklist*** and replace
with
- **Description:** Improves the Kùzu Cypher generation prompt to be more
robust to open source LLM outputs
    - **Issue:** N/A
    - **Dependencies:** N/A
    - **Twitter handle:** @kuzudb

- [x] **Add tests and docs**: If you're adding a new integration, please
include
No new tests (non-breaking. change)

- [x] **Lint and test**: Run `make format`, `make lint` and `make test`
from the root of the package(s) you've modified. See contribution
guidelines for more: https://python.langchain.com/docs/contributing/
5 months ago
MacanPN bce69ae43d
community[patch]: Changes to base_o365 and sharepoint document loaders (#20373)
## Description:
The PR introduces 3 changes:
1. added `recursive` property to `O365BaseLoader`. (To keep the behavior
unchanged, by default is set to `False`). When `recursive=True`,
`_load_from_folder()` also recursively loads all nested folders.
2. added `folder_id` to SharePointLoader.(similar to (this
PR)[https://github.com/langchain-ai/langchain/pull/10780] ) This
provides an alternative to `folder_path` that doesn't seem to reliably
work.
3. when none of `document_ids`, `folder_id`, `folder_path` is provided,
the loader fetches documets from root folder. Combined with
`recursive=True` this provides an easy way of loading all compatible
documents from SharePoint.

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

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

## Dependecies: None

Twitter handle:
@martintriska1 @WRhetoric

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

---------

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

---------

Co-authored-by: kartikTAI <129414343+kartikTAI@users.noreply.github.com>
Co-authored-by: Kartik Sarangmath <kartik@thirdai.com>
5 months ago
WeichenXu e9fc87aab1
community[patch]: Make ChatDatabricks model supports streaming response (#19912)
**Description:** Make ChatDatabricks model supports stream
**Issue:** N/A
**Dependencies:** MLflow nightly build version (we will release next
MLflow version soon)
**Twitter handle:** N/A

Manually test:

(Before testing, please install `pip install
git+https://github.com/mlflow/mlflow.git`)

```python
# Test Databricks Foundation LLM model
from langchain.chat_models import ChatDatabricks

chat_model = ChatDatabricks(
    endpoint="databricks-llama-2-70b-chat",
    max_tokens=500
)
from langchain_core.messages import AIMessageChunk

for chunk in chat_model.stream("What is mlflow?"):
  print(chunk.content, end="|")
```

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


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

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

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

---------

Signed-off-by: Weichen Xu <weichen.xu@databricks.com>
Co-authored-by: Bagatur <22008038+baskaryan@users.noreply.github.com>
Co-authored-by: Bagatur <baskaryan@gmail.com>
5 months ago
ccurme a892f985d3
standardized-tests[patch]: test tool call messages (#20519)
Co-authored-by: Bagatur <baskaryan@gmail.com>
5 months ago
Erick Friis e7fe5f7d3f
anthropic[patch]: serialization in partner package (#18828) 5 months ago
Bagatur f74d5d642e
anthropic[patch]: bump to core 0.1.43 (#20537) 5 months ago
Bagatur 96d8769eae
anthropic[patch]: release 0.1.9, use tool calls if content is empty (#20535) 5 months ago
Erick Friis 6adca37eb7
core: default chat/llm _identifying_params to lc_attributes (#20232) 5 months ago
ccurme 22da9f5f3f
update scheduled tests (#20526)
repurpose scheduled tests to test over provider packages
5 months ago
Nuno Campos 806a54908c
Runnable graph viz improvements (#20529)
- Add conditional: bool property to json representation of the graphs
- Add option to generate mermaid graph stripped of styles (useful as a
text representation of graph)
5 months ago
Nuno Campos f3aa26d6bf
Fix getattr in runnable binding for cases where config is passed in as arg too (#20528)
…s arg too

Thank you for contributing to LangChain!

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


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


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


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

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

If no one reviews your PR within a few days, please @-mention one of
baskaryan, efriis, eyurtsev, hwchase17.
5 months ago
Dhruv Chawla d6d559d50d
community[minor]: add UpTrainCallbackHandler (#19956)
- **Description:** 
This PR adds a callback handler for UpTrain. It performs evaluations in
the RAG pipeline to check the quality of retrieved documents, generated
queries and responses.

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

---------

Co-authored-by: Eugene Yurtsev <eugene@langchain.dev>
5 months ago
Leonid Ganeline 45d045b2c5
core[minor], langchain[patch]: `tools` dependencies refactoring (#18759)
The `langchain.tools`
[namespace](https://api.python.langchain.com/en/latest/langchain_api_reference.html#module-langchain.tools)
can be completely eliminated by moving one class and 3 functions into
`core`. It makes sense since the class and functions are very core.
5 months ago
Erick Friis 77eba10f47
standard-tests: fix default fixtures (#20520) 5 months ago
Ravindu Somawansa 5acc7ba622
community[minor]: Add glue catalog loader (#20220)
Add Glue Catalog loader
5 months ago
Dawson Bauer aab075345e
core[patch]: Fix imports defined in messages sub-package (#20500)
core[patch]: Fix imports defined in messages sub-package (#20500)
5 months ago
Fayfox 9fd36efdb5
anthropic[patch]: env ANTHROPIC_API_URL not work (#20507)
enviroment variable ANTHROPIC_API_URL will not work if anthropic_api_url
has default value

---------

Co-authored-by: Eugene Yurtsev <eugene@langchain.dev>
5 months ago
Martín Gotelli Ferenaz b48add4353
community[patch]: Fix pgvector deprecated filter clause usage with OR and AND conditions (#20446)
**Description**: Support filter by OR and AND for deprecated PGVector
version
**Issue**: #20445 
**Dependencies**: N/A
**Twitter** handle: @martinferenaz
5 months ago
Eugene Yurtsev c50099161b
community[patch]: Use uuid4 not uuid1 (#20487)
Using UUID1 is incorrect since it's time dependent, which makes it easy
to generate the exact same uuid
5 months ago
Bagatur f7667c614b
docs: update tool use case (#20404) 5 months ago
Erick Friis 86cf1d3ee1
community: release 0.0.33 (#20490) 5 months ago
Erick Friis 90184255f8
core: release 0.1.43 (#20489) 5 months ago
Erick Friis 7997f3b7f8
core: forward config params to default (#20402)
nuno's fault not mine

---------

Co-authored-by: Nuno Campos <nuno@boringbits.io>
Co-authored-by: Nuno Campos <nuno@langchain.dev>
5 months ago
Nuno Campos 97b2191e99
core: Add concept of conditional edge to graph rendering (#20480)
- implement for mermaid, graphviz and ascii
- this is to be used in langgraph
5 months ago
Ángel Igareta 60c7a17781
Remove logic to exclude intermediate nodes from rendering time (#20459)
Description: For simplicity, migrate the logic of excluding intermediate
nodes in the .get_graph() of langgraph package
(https://github.com/langchain-ai/langgraph/pull/310) at graph creation
time instead of graph rendering time.

Note: #20381 needs to be approved first

---------

Co-authored-by: Angel Igareta <angel.igareta@klarna.com>
Co-authored-by: Nuno Campos <nuno@langchain.dev>
Co-authored-by: Nuno Campos <nuno@boringbits.io>
5 months ago
Ángel Igareta d55a365c6c
Fix CDN URL in mermaid graph renderer (#20381)
Description of features on mermaid graph renderer:
- Fixing CDN to use official Mermaid JS CDN:
https://www.jsdelivr.com/package/npm/mermaid?tab=files
- Add device_scale_factor to allow increasing quality of resulting PNG.
5 months ago
Leonid Kuligin 676c68d318
community[patch]: deprecating remaining google_community integrations (#20471)
Deprecating remaining google community integrations
5 months ago
balloonio b66a4f48fa
community[patch]: Invoke callback prior to yielding token fix [DeepInfra] (#20427)
- [x] **PR title**: community[patch]: Invoke callback prior to yielding
token fix for [DeepInfra]


- [x] **PR message**: 
- **Description:** Invoke callback prior to yielding token in stream
method in [DeepInfra]
    - **Issue:** https://github.com/langchain-ai/langchain/issues/16913
    - **Dependencies:** None
    - **Twitter handle:** @bolun_zhang

If no one reviews your PR within a few days, please @-mention one of
baskaryan, efriis, eyurtsev, hwchase17.
5 months ago
Juan Carlos José Camacho 450c458f8f
community[minor]: Add Datahareld tool (#19680)
**Description:** Integrate [dataherald](https://www.dataherald.com)
tool, It is a natural language-to-SQL tool.
**Dependencies:** Install dataherald sdk to use it,
```
pip install dataherald
```

---------

Co-authored-by: Bagatur <22008038+baskaryan@users.noreply.github.com>
Co-authored-by: Bagatur <baskaryan@gmail.com>
Co-authored-by: Christophe Bornet <cbornet@hotmail.com>
5 months ago
Alexander Smirnov ece008f117
docs: Refine RunnablePassthrough docstring (#19812)
Description: This update refines the documentation for
`RunnablePassthrough` by removing an unnecessary import and correcting a
minor syntactical error in the example provided. This change enhances
the clarity and correctness of the documentation, ensuring that users
have a more accurate guide to follow.

Issue: N/A

Dependencies: None

This PR focuses solely on documentation improvements, specifically
targeting the `RunnablePassthrough` class within the `langchain_core`
module. By clarifying the example provided in the docstring, users are
offered a more straightforward and error-free guide to utilizing the
`RunnablePassthrough` class effectively.

As this is a documentation update, it does not include changes that
require new integrations, tests, or modifications to dependencies. It
adheres to the guidelines of minimal package interference and backward
compatibility, ensuring that the overall integrity and functionality of
the LangChain package remain unaffected.

Thank you for considering this documentation refinement for inclusion in
the LangChain project.
5 months ago
Egor Krasheninnikov c8391d4ff1
community[patch]: Fix YandexGPT embeddings (#19720)
Fix of YandexGPT embeddings. 

The current version uses a single `model_name` for queries and
documents, essentially making the `embed_documents` and `embed_query`
methods the same. Yandex has a different endpoint (`model_uri`) for
encoding documents, see
[this](https://yandex.cloud/en/docs/yandexgpt/concepts/embeddings). The
bug may impact retrievers built with `YandexGPTEmbeddings` (for instance
FAISS database as retriever) since they use both `embed_documents` and
`embed_query`.

A simple snippet to test the behaviour:
```python
from langchain_community.embeddings.yandex import YandexGPTEmbeddings
embeddings = YandexGPTEmbeddings()
q_emb = embeddings.embed_query('hello world')
doc_emb = embeddings.embed_documents(['hello world', 'hello world'])
q_emb == doc_emb[0]
```
The response is `True` with the current version and `False` with the
changes I made.


Twitter: @egor_krash

---------

Co-authored-by: Bagatur <22008038+baskaryan@users.noreply.github.com>
Co-authored-by: Bagatur <baskaryan@gmail.com>
5 months ago
Guangdong Liu 4be7ca7b4c
community[patch]:sparkllm standardize init args (#20194)
Related to https://github.com/langchain-ai/langchain/issues/20085
@baskaryan
5 months ago
Yuki Oshima 0758da8940
community[patch]: Set default value for _ListSQLDatabaseToolInput tool_input (#20409)
**Description:**

`_ListSQLDatabaseToolInput` raise error if model returns `{}`.
For example, gpt-4-turbo returns `{}` with SQL Agent initialized by
`create_sql_agent`.

So, I set default value `""` for `_ListSQLDatabaseToolInput` tool_input.

This is actually a gpt-4-turbo issue, not a LangChain issue, but I
thought it would be helpful to set a default value `""`.

This problem is discussed in detail in the following Issue.

**Issue:** https://github.com/langchain-ai/langchain/issues/20405

**Dependencies:** none

Sorry, I did not add or change the test code, as tests for this
components was not exist .

However, I have tested the following code based on the [SQL Agent
Document](https://python.langchain.com/docs/use_cases/sql/agents/), to
make sure it works.

```
from langchain_community.agent_toolkits.sql.base import create_sql_agent
from langchain_community.utilities.sql_database import SQLDatabase
from langchain_openai import ChatOpenAI

db = SQLDatabase.from_uri("sqlite:///Chinook.db")
llm = ChatOpenAI(model="gpt-4-turbo", temperature=0)
agent_executor = create_sql_agent(llm, db=db, agent_type="openai-tools", verbose=True)
result = agent_executor.invoke("List the total sales per country. Which country's customers spent the most?")
print(result["output"])
```
5 months ago
saberuster 160bcaeb93
text-splitters[minor]: Add lua code splitting (#20421)
- **Description:** Complete the support for Lua code in
langchain.text_splitter module.
- **Dependencies:** No
- **Twitter handle:** @saberuster

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

---------

Co-authored-by: Bagatur <baskaryan@gmail.com>
5 months ago
ccurme 4b6b0a87b6
groq[patch]: Make stream robust to ToolMessage (#20417)
```python
from langchain.agents import AgentExecutor, create_tool_calling_agent, tool
from langchain_core.prompts import ChatPromptTemplate, MessagesPlaceholder
from langchain_groq import ChatGroq


prompt = ChatPromptTemplate.from_messages(
    [
        ("system", "You are a helpful assistant"),
        ("human", "{input}"),
        MessagesPlaceholder("agent_scratchpad"),
    ]
)

model = ChatGroq(model_name="mixtral-8x7b-32768", temperature=0)

@tool
def magic_function(input: int) -> int:
    """Applies a magic function to an input."""
    return input + 2

tools = [magic_function]


agent = create_tool_calling_agent(model, tools, prompt)
agent_executor = AgentExecutor(agent=agent, tools=tools, verbose=True)

agent_executor.invoke({"input": "what is the value of magic_function(3)?"})
```
```
> Entering new AgentExecutor chain...

Invoking: `magic_function` with `{'input': 3}`


5The value of magic\_function(3) is 5.

> Finished chain.
{'input': 'what is the value of magic_function(3)?',
 'output': 'The value of magic\\_function(3) is 5.'}
```
5 months ago
ccurme 38faa74c23
community[patch]: update use of deprecated llm methods (#20393)
.predict and .predict_messages for BaseLanguageModel and BaseChatModel
5 months ago
Corey Zumar 3a068b26f3
community[patch]: Databricks - fix scope of dangerous deserialization error in Databricks LLM connector (#20368)
fix scope of dangerous deserialization error in Databricks LLM connector

---------

Signed-off-by: dbczumar <corey.zumar@databricks.com>
5 months ago
Bagatur f1248f8d9a
core[patch]: configurable init params (#20070)
Proposed fix for #20061. need to test

---------

Co-authored-by: Erick Friis <erick@langchain.dev>
5 months ago
aditya thomas 4f75b230ed
partner[ai21]: masking of the api key for ai21 models (#20257)
**Description:** Masking of the API key for AI21 models
**Issue:** Fixes #12165 for AI21
**Dependencies:** None

Note: This fix came in originally through #12418 but was possibly missed
in the refactor to the AI21 partner package


---------

Co-authored-by: Erick Friis <erick@langchain.dev>
5 months ago
Leonid Ganeline e512d3c6a6
langchain: `callbacks` imports fix (#20348)
Replaced all `from langchain.callbacks` into `from
langchain_core.callbacks` .
Changes in the `langchain` and `langchain_experimental`

---------

Co-authored-by: Erick Friis <erick@langchain.dev>
5 months ago
Erick Friis d83b720c40
templates: readme langsmith not private beta (#20173) 5 months ago
balloonio e7b1a44c5b
community[patch]: Invoke callback prior to yielding token fix for Llamafile (#20365)
- [x] **PR title**: community[patch]: Invoke callback prior to yielding
token fix for Llamafile


- [x] **PR message**: 
- **Description:** Invoke callback prior to yielding token in stream
method in community llamafile.py
    - **Issue:** https://github.com/langchain-ai/langchain/issues/16913
    - **Dependencies:** None
    - **Twitter handle:** @bolun_zhang

If no one reviews your PR within a few days, please @-mention one of
baskaryan, efriis, eyurtsev, hwchase17.
5 months ago
balloonio 93caa568f9
community[patch]: Invoke callback prior to yielding token fix for HuggingFaceEndpoint (#20366)
- [x] **PR title**: community[patch]: Invoke callback prior to yielding
token fix for HuggingFaceEndpoint


- [x] **PR message**: 
- **Description:** Invoke callback prior to yielding token in stream
method in community HuggingFaceEndpoint
    - **Issue:** https://github.com/langchain-ai/langchain/issues/16913
    - **Dependencies:** None
    - **Twitter handle:** @bolun_zhang

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

---------

Co-authored-by: Chester Curme <chester.curme@gmail.com>
5 months ago
Nicolas ad04585e30
community[minor]: Firecrawl.dev integration (#20364)
Added the [FireCrawl](https://firecrawl.dev) document loader. Firecrawl
crawls and convert any website into LLM-ready data. It crawls all
accessible subpages and give you clean markdown for each.

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

ccing contributors: (@ericciarla @nickscamara)

---------

Co-authored-by: Bagatur <baskaryan@gmail.com>
Co-authored-by: Bagatur <22008038+baskaryan@users.noreply.github.com>
5 months ago
Tomaz Bratanic a1b105ac00
experimental[patch]: Skip pydantic validation for llm graph transformer and fix JSON response where possible (#19915)
LLMs might sometimes return invalid response for LLM graph transformer.
Instead of failing due to pydantic validation, we skip it and manually
check and optionally fix error where we can, so that more information
gets extracted
5 months ago
P. Taylor Goetz 9317df7f16
community[patch]: Add "model" attribute to the payload sent to Ollama in `ChatOllama` (#20354)
Example Ollama API calls:

Request without "model":
```
curl --location 'http://localhost:11434/api/chat' \
--header 'Content-Type: application/json' \
--data '{
  "messages": [
    {
      "role": "user",
      "content": "What is the capitol of PA?"
    }
  ],
  "stream": false
}'
```
Response:
```
{"error":"model is required"}
```

Request with "model":
```
curl --location 'http://localhost:11434/api/chat' \
--header 'Content-Type: application/json' \
--data '{
  "model": "openchat",
  "messages": [
    {
      "role": "user",
      "content": "What is the capitol of PA?"
    }
  ],
  "stream": false
}'
```

Response:
```
{
  "eval_duration" : 733248000,
  "created_at" : "2024-04-11T23:04:08.735766843Z",
  "model" : "openchat",
  "message" : {
    "content" : " The capital city of Pennsylvania is Harrisburg.",
    "role" : "assistant"
  },
  "total_duration" : 3138731168,
  "prompt_eval_count" : 25,
  "load_duration" : 466562959,
  "done" : true,
  "prompt_eval_duration" : 1938495000,
  "eval_count" : 10
}
```
5 months ago
Alex Sherstinsky fad0962643
community: for Predibase -- enable both Predibase-hosted and HuggingFace-hosted fine-tuned adapter repositories (#20370) 5 months ago
Eugene Yurtsev 6470b30173
langchain[patch]: Add deprecation warning to extraction chains (#20224)
Add deprecation warnings to extraction chains
5 months ago
Eugene Yurtsev b65a1d4cfd
langchain[patch]: Add another unit test for indexing code (#20387)
Add another unit test for indexing
5 months ago
Erick Friis 29282371db
core: bind_tools interface on basechatmodel (#20360) 5 months ago
Erick Friis e6806a08d4
multiple: standard chat model tests (#20359) 5 months ago
Isak Nyberg bac9fb9a7c
community: add gpt-4 pricing in callback (#20292)
Added the pricing for `gpt-4-turbo` and `gpt-4-turbo-2024-04-09` in the
callback method.
related to issue #17173 

https://openai.com/pricing#language-models
5 months ago
Leonid Ganeline 7cf2d2759d
community[patch]: docstrings update (#20301)
Added missed docstrings. Format docstings to the consistent form.
5 months ago
Eugene Yurtsev 2900720cd3
core[patch]: Update documentation for base retriever (#20345)
Updating in code documentation for base retriever to direct folks toward
the .invoke and .ainvoke methods + explain how to implement
5 months ago
Erick Friis ec0273fc92
chroma: release 0.1.0 (#20355) 5 months ago
Erick Friis da707d0755
chroma: remove relevance score int test (#20346)
deprecating feature in #20302
5 months ago
Bagatur 6608089030
langchain[patch]: Release 0.1.16 (#20335) 5 months ago
Eugene Yurtsev 653489a1a9
docs: Update documentation for custom LLMs (#19972)
Update documentation for customizing LLMs
5 months ago
Bagatur 799714c629
release anthropic, fireworks, openai, groq, mistral (#20333) 5 months ago
Bagatur e72330aacc
core[patch]: Release 0.1.42 (#20332) 5 months ago
ccurme 795c728f71
mistral[patch]: add IDs to tool calls (#20299)
Mistral gives us one ID per response, no individual IDs for tool calls.

```python
from langchain.agents import AgentExecutor, create_tool_calling_agent, tool
from langchain_core.prompts import ChatPromptTemplate, MessagesPlaceholder
from langchain_mistralai import ChatMistralAI


prompt = ChatPromptTemplate.from_messages(
    [
        ("system", "You are a helpful assistant"),
        ("human", "{input}"),
        MessagesPlaceholder("agent_scratchpad"),
    ]
)
model = ChatMistralAI(model="mistral-large-latest", temperature=0)

@tool
def magic_function(input: int) -> int:
    """Applies a magic function to an input."""
    return input + 2

tools = [magic_function]

agent = create_tool_calling_agent(model, tools, prompt)
agent_executor = AgentExecutor(agent=agent, tools=tools, verbose=True)

agent_executor.invoke({"input": "what is the value of magic_function(3)?"})
```

---------

Co-authored-by: Eugene Yurtsev <eyurtsev@gmail.com>
5 months ago
Eugene Yurtsev 22fd844e8a
community[patch]: Add deprecation warnings to postgres implementation (#20222)
Add deprecation warnings to postgres implementation that are in langchain-postgres.
5 months ago
Eugene Yurtsev f02f708f52
core[patch]: For now remove user warning (#20321)
Remove warning since it creates a lot of noise.
5 months ago
Bagatur c706689413
openai[patch]: use tool_calls in request (#20272) 5 months ago
Bagatur e936fba428
langchain[patch]: agents check prompt partial vars (#20303) 5 months ago
Bagatur cb25fa0d55
core[patch]: fix ChatGeneration.text with content blocks (#20294) 5 months ago
Bagatur 03b247cca1
core[patch]: include tool_calls in ai msg chunk serialization (#20291) 5 months ago
Erick Friis 0fa551c278
chroma: bump rc, keep optional (#20298) 5 months ago
Erick Friis 16f8fff14f
chroma: add required fastapi dep to restrict to <1 (#20297) 5 months ago
Erick Friis 991fd82532
chroma: add optional fastapi dep to restrict to <1 (#20295) 5 months ago
killind-dev f8a54d1d73
chroma: Add chroma partner package (#19292)
**Description:** Adds chroma to the partners package. Tests & code
mirror those in the community package.
**Dependencies:** None
**Twitter handle:** @akiradev0x

---------

Co-authored-by: Erick Friis <erick@langchain.dev>
5 months ago
Yuki Watanabe eef19954f3
core[patch]: fix duplicated kwargs in `_load_sql_databse_chain` (#19908)
`kwargs` is specified twice in [this
line](3218463f6a/libs/langchain/langchain/chains/loading.py (L386)),
causing runtime error when passing any keyword arguments.
5 months ago
Nuno Campos 15271ac832
core: mustache prompt templates (#19980)
Co-authored-by: Erick Friis <erick@langchain.dev>
5 months ago
Leonid Ganeline 4cb5f4c353
community[patch]: import flattening fix (#20110)
This PR should make it easier for linters to do type checking and for IDEs to jump to definition of code.

See #20050 as a template for this PR.
- As a byproduct: Added 3 missed `test_imports`.
- Added missed `SolarChat` in to __init___.py Added it into test_import
ut.
- Added `# type: ignore` to fix linting. It is not clear, why linting
errors appear after ^ changes.

---------

Co-authored-by: Eugene Yurtsev <eyurtsev@gmail.com>
5 months ago
Yuki Oshima 12190ad728
openai[patch]: Fix langchain-openai unknown parameter error with gpt-4-turbo (#20271)
**Description:** 

I fixed langchain-openai unknown parameter error with gpt-4-turbo.

It seems that the behavior of the Chat Completions API implicitly
changed when using the latest gpt-4-turbo model, differing from previous
models. It now appears to reject parameters that are not listed in the
[API
Reference](https://platform.openai.com/docs/api-reference/chat/create).
So I found some errors and fixed them.

**Issue:** https://github.com/langchain-ai/langchain/issues/20264

**Dependencies:** none

**Twitter handle:** https://twitter.com/oshima_123
5 months ago
ccurme 21c1ce0bc1
update agents to use tool call messages (#20074)
```python
from langchain.agents import AgentExecutor, create_tool_calling_agent, tool
from langchain_anthropic import ChatAnthropic
from langchain_core.prompts import ChatPromptTemplate, MessagesPlaceholder

prompt = ChatPromptTemplate.from_messages(
    [
        ("system", "You are a helpful assistant"),
        MessagesPlaceholder("chat_history", optional=True),
        ("human", "{input}"),
        MessagesPlaceholder("agent_scratchpad"),
    ]
)
model = ChatAnthropic(model="claude-3-opus-20240229")

@tool
def magic_function(input: int) -> int:
    """Applies a magic function to an input."""
    return input + 2

tools = [magic_function]

agent = create_tool_calling_agent(model, tools, prompt)
agent_executor = AgentExecutor(agent=agent, tools=tools, verbose=True)

agent_executor.invoke({"input": "what is the value of magic_function(3)?"})
```
```
> Entering new AgentExecutor chain...

Invoking: `magic_function` with `{'input': 3}`
responded: [{'text': '<thinking>\nThe user has asked for the value of magic_function applied to the input 3. Looking at the available tools, magic_function is the relevant one to use here, as it takes an integer input and returns an integer output.\n\nThe magic_function has one required parameter:\n- input (integer)\n\nThe user has directly provided the value 3 for the input parameter. Since the required parameter is present, we can proceed with calling the function.\n</thinking>', 'type': 'text'}, {'id': 'toolu_01HsTheJPA5mcipuFDBbJ1CW', 'input': {'input': 3}, 'name': 'magic_function', 'type': 'tool_use'}]

5
Therefore, the value of magic_function(3) is 5.

> Finished chain.
{'input': 'what is the value of magic_function(3)?',
 'output': 'Therefore, the value of magic_function(3) is 5.'}
```

---------

Co-authored-by: Bagatur <baskaryan@gmail.com>
Co-authored-by: Bagatur <22008038+baskaryan@users.noreply.github.com>
5 months ago
Erick Friis 9eb6f538f0
infra, multiple: rc release versions (#20252) 6 months ago
Bagatur 0d0458d1a7
mistralai[patch]: Pre-release 0.1.2-rc.1 (#20251) 6 months ago
Bagatur e4046939d0
anthropic[patch]: Pre-release 0.1.8-rc.1 (#20250) 6 months ago
Bagatur a8eb0f5b1b
openai[patch]: pre-release 0.1.3-rc.1 (#20249) 6 months ago
Bagatur a43b9e4f33
core[patch]: Pre-release 0.1.42-rc.1 (#20248) 6 months ago
Bagatur 9514bc4d67
core[minor], ...: add tool calls message (#18947)
core[minor], langchain[patch], openai[minor], anthropic[minor], fireworks[minor], groq[minor], mistralai[minor]

```python
class ToolCall(TypedDict):
    name: str
    args: Dict[str, Any]
    id: Optional[str]

class InvalidToolCall(TypedDict):
    name: Optional[str]
    args: Optional[str]
    id: Optional[str]
    error: Optional[str]

class ToolCallChunk(TypedDict):
    name: Optional[str]
    args: Optional[str]
    id: Optional[str]
    index: Optional[int]


class AIMessage(BaseMessage):
    ...
    tool_calls: List[ToolCall] = []
    invalid_tool_calls: List[InvalidToolCall] = []
    ...


class AIMessageChunk(AIMessage, BaseMessageChunk):
    ...
    tool_call_chunks: Optional[List[ToolCallChunk]] = None
    ...
```
Important considerations:
- Parsing logic occurs within different providers;
- ~Changing output type is a breaking change for anyone doing explicit
type checking;~
- ~Langsmith rendering will need to be updated:
https://github.com/langchain-ai/langchainplus/pull/3561~
- ~Langserve will need to be updated~
- Adding chunks:
- ~AIMessage + ToolCallsMessage = ToolCallsMessage if either has
non-null .tool_calls.~
- Tool call chunks are appended, merging when having equal values of
`index`.
  - additional_kwargs accumulate the normal way.
- During streaming:
- ~Messages can change types (e.g., from AIMessageChunk to
AIToolCallsMessageChunk)~
- Output parsers parse additional_kwargs (during .invoke they read off
tool calls).

Packages outside of `partners/`:
- https://github.com/langchain-ai/langchain-cohere/pull/7
- https://github.com/langchain-ai/langchain-google/pull/123/files

---------

Co-authored-by: Chester Curme <chester.curme@gmail.com>
6 months ago
Erick Friis 00552918ac
groq: xfail tool_choice tests (#20247) 6 months ago
Bagatur 2d83505be9
experimental[patch]: Release 0.0.57 (#20243) 6 months ago
Bagatur f06cb59ab9
groq[patch]: Release 0.1.1 (#20242) 6 months ago
Bagatur 0b2f0307d7
openai[patch]: Release 0.1.2 (#20241) 6 months ago
Bagatur 4b84c9b28c
anthropic[patch]: Release 0.1.7 (#20240) 6 months ago
Bagatur 74d04a4e80
mistralai[patch]: Release 0.1.1 (#20239) 6 months ago
Bagatur e5913c8758
langchain[patch]: Release 0.1.15 (#20237) 6 months ago
Bagatur e39fdfddf1
community[patch]: Release 0.0.32 (#20236) 6 months ago
Bagatur a07238d14e
core[patch]: Release 0.1.41 (#20233) 6 months ago
Chip Davis 806d4ae48f
community[patch]: fixed multithreading returning List[List[Documents]] instead of List[Documents] (#20230)
Description: When multithreading is set to True and using the
DirectoryLoader, there was a bug that caused the return type to be a
double nested list. This resulted in other places upstream not being
able to utilize the from_documents method as it was no longer a
`List[Documents]` it was a `List[List[Documents]]`. The change made was
to just loop through the `future.result()` and yield every item.
Issue: #20093
Dependencies: N/A
Twitter handle: N/A
6 months ago
Eugene Yurtsev fe35e13083
langchain[patch]: Update unit test (#20228)
This unit test fails likely validation by the openai client.

Newer openai library seems to be doing more validation so the existing
test fails since http_client needs to be of httpx instance
6 months ago
Casper da Costa-Luis b972f394c8
langchain[patch]: make BooleanOutputParser check words not substrings (#20064)
- **Description**: fixes BooleanOutputParser detecting sub-words ("NOW
this is likely (YES)" -> `True`, not `AmbiguousError`)
- **Issue(s)**: fixes #11408 (follow-up to #17810)
- **Dependencies**: None
- **GitHub handle**: @casperdcl

<!-- if unreviewd after a few days, @-mention one of baskaryan, efriis,
eyurtsev, hwchase17 -->

- [x] **Add tests and docs**: If you're adding a new integration, please
include
1. a test for the integration, preferably unit tests that do not rely on
network access,
2. an example notebook showing its use. It lives in
`docs/docs/integrations` directory.
- [ ] **Lint and test**: Run `make format`, `make lint` and `make test`
from the root of the package(s) you've modified. See contribution
guidelines for more: https://python.langchain.com/docs/contributing/

---------

Co-authored-by: Eugene Yurtsev <eyurtsev@gmail.com>
6 months ago
seray add31f46d0
community[patch]: OpenLLM Async Client Fixes and Timeout Parameter (#20007)
Same changes as this merged
[PR](https://github.com/langchain-ai/langchain/pull/17478)
(https://github.com/langchain-ai/langchain/pull/17478), but for the
async client, as the same issues persist.

- Replaced 'responses' attribute of OpenLLM's GenerationOutput schema to
'outputs'.
reference:
66de54eae7/openllm-core/src/openllm_core/_schemas.py (L135)

- Added timeout parameter for the async client.

---------

Co-authored-by: Seray Arslan <seray.arslan@knime.com>
6 months ago
Erick Friis 37a9e23c05
community: switch to falkordb python client (#20229) 6 months ago
Christophe Bornet f43b48aebc
core[minor]: Implement aformat_messages for _StringImageMessagePromptTemplate (#20036) 6 months ago
Christophe Bornet 19001e6cb9
core[minor]: Implement aformat for FewShotPromptWithTemplates (#20039) 6 months ago
Erick Friis 855ba46f80
standard-tests: a standard unit and integration test set (#20182)
just chat models for now
6 months ago
Erick Friis 9b5cae045c
together: release 0.1.0 (#20225)
Resolved #20217
6 months ago
Eugene Yurtsev 7cfb643a1c
langchain-postgres: Remove remaining README.md file (#20221)
Repository has moved to langchain-ai/langchain-postgres
6 months ago
Eugene Yurtsev 2fa7266ebb
Remove postgres package (#20207)
Package moved
6 months ago
Simon Kelly a682f0d12b
openai[patch]: wrap stream code in context manager blocks (#18013)
**Description:**
Use the `Stream` context managers in `ChatOpenAi` `stream` and `astream`
method.

Using the context manager returned by the OpenAI client makes it
possible to terminate the stream early since the response connection
will be closed when the context manager exists.

**Issue:** #5340
**Twitter handle:** @snopoke

---------

Co-authored-by: Bagatur <baskaryan@gmail.com>
Co-authored-by: Bagatur <22008038+baskaryan@users.noreply.github.com>
6 months ago
David Lee 0394c6e126
community[minor]: add allow_dangerous_requests for OpenAPI toolkits (#19493)
**OpenAPI allow_dangerous_requests**: community: add
allow_dangerous_requests for OpenAPI toolkits

**Description:** a description of the change

Due to BaseRequestsTool changes, we need to pass
allow_dangerous_requests manually.


b617085af0/libs/community/langchain_community/tools/requests/tool.py (L26-L46)

While OpenAPI toolkits didn't pass it in the arguments.


b617085af0/libs/community/langchain_community/agent_toolkits/openapi/planner.py (L262-L269)


**Issue:** the issue # it fixes, if applicable

https://github.com/langchain-ai/langchain/issues/19440

If not passing allow_dangerous_requests, it won't be able to do
requests.

**Dependencies:** any dependencies required for this change

Not much

---------

Co-authored-by: Bagatur <22008038+baskaryan@users.noreply.github.com>
Co-authored-by: Eugene Yurtsev <eyurtsev@gmail.com>
6 months ago
Timothy 0c848a25ad
community[patch]: GCSDirectoryLoader bugfix (#20005)
- **Description:** Bug fix. Removed extra line in `GCSDirectoryLoader`
to allow catching Exceptions. Now also logs the file path if Exception
is raised for easier debugging.
- **Issue:** #20198 Bug since langchain-community==0.0.31
- **Dependencies:** No change
- **Twitter handle:** timothywong731

---------

Co-authored-by: Bagatur <baskaryan@gmail.com>
6 months ago
jeff kit ac42e96e4c
community[patch], langchain[minor]: Enhance Tencent Cloud VectorDB, langchain: make Tencent Cloud VectorDB self query retrieve compatible (#19651)
- make Tencent Cloud VectorDB support metadata filtering.
- implement delete function for Tencent Cloud VectorDB.
- support both Langchain Embedding model and Tencent Cloud VDB embedding
model.
- Tencent Cloud VectorDB support filter search keyword, compatible with
langchain filtering syntax.
- add Tencent Cloud VectorDB TranslationVisitor, now work with self
query retriever.
- more documentations.

---------

Co-authored-by: Bagatur <22008038+baskaryan@users.noreply.github.com>
6 months ago
Bagatur 1a34c65e01
community[patch]: pass through sql agent kwargs (#19962)
Fix #19961
6 months ago
Guangdong Liu 97d91ec17c
community[patch]: standardize baichuan init args (#20209)
Related to https://github.com/langchain-ai/langchain/issues/20085

@baskaryan
6 months ago
Piyush Jain cd7abc495a
community[minor]: add neptune analytics graph (#20047)
Replacement for PR
[#19772](https://github.com/langchain-ai/langchain/pull/19772).

---------

Co-authored-by: Dave Bechberger <dbechbe@amazon.com>
Co-authored-by: bechbd <bechbd@users.noreply.github.com>
6 months ago
Shuqian ad9750403b
community[minor]: add bedrock anthropic callback for token usage counting (#19864)
**Description:** add bedrock anthropic callback for token usage
counting, consulted openai callback.

---------

Co-authored-by: Massimiliano Pronesti <massimiliano.pronesti@gmail.com>
6 months ago
Prince Canuma 1f9f4d8742
community[minor]: Add support for MLX models (chat & llm) (#18152)
**Description:** This PR adds support for MLX models both chat (i.e.,
instruct) and llm (i.e., pretrained) types/
**Dependencies:** mlx, mlx_lm, transformers
**Twitter handle:** @Prince_Canuma

---------

Co-authored-by: Bagatur <baskaryan@gmail.com>
Co-authored-by: Bagatur <22008038+baskaryan@users.noreply.github.com>
6 months ago
Leonid Ganeline 2f8dd1a161
community[patch]: `cross_encoders` flatten namespaces (#20183)
Issue `langchain_community.cross_encoders` didn't have flattening
namespace code in the __init__.py file.
Changes:
- added code to flattening namespaces (used #20050 as a template)
- added ut for a change
- added missed `test_imports` for `chat_loaders` and
`chat_message_histories` modules
6 months ago
kaijietti a812839f0c
community: add request_timeout and max_retries to ChatAnthropic (#19402)
This PR make `request_timeout` and `max_retries` configurable for
ChatAnthropic.

---------

Co-authored-by: Bagatur <baskaryan@gmail.com>
Co-authored-by: Erick Friis <erick@langchain.dev>
6 months ago
Erick Friis 391e8f2050
pinecone[patch]: fix core min version (#20177) 6 months ago
Harry Jiang 1ee208541c
langchain: fix pinecone upsert when async_req is set to False (#19793)
Issue: 
When async_req is the default value True, pinecone client return the
multiprocessing AsyncResult object.
When async_req is set to False, pinecone client return the result
directly. `[{'upserted_count': 1}]` . Calling get() method will throw an
error in this case.
6 months ago
Alex Sherstinsky 5f563e040a
community: extend Predibase integration to support fine-tuned LLM adapters (#19979)
- [x] **PR title**: "package: description"
- Where "package" is whichever of langchain, community, core,
experimental, etc. is being modified. Use "docs: ..." for purely docs
changes, "templates: ..." for template changes, "infra: ..." for CI
changes.
  - Example: "community: add foobar LLM"


- [x] **PR message**: ***Delete this entire checklist*** and replace
with
- **Description:** Langchain-Predibase integration was failing, because
it was not current with the Predibase SDK; in addition, Predibase
integration tests were instantiating the Langchain Community `Predibase`
class with one required argument (`model`) missing. This change updates
the Predibase SDK usage and fixes the integration tests.
    - **Twitter handle:** `@alexsherstinsky`


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

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

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

---------

Co-authored-by: Erick Friis <erick@langchain.dev>
6 months ago
Bagatur a27d88f12a
anthropic[patch]: standardize init args (#20161)
Related to #20085
6 months ago
Bagatur 3490d70238
mistralai[patch]: standardize model params (#20163)
Related to #20085
6 months ago
Bagatur 5ae0e687b3
docs: use standard openai params (#20160)
Part of #20085
6 months ago
david02871 e1a24d09c5
community: Add PHP language parser to document_loaders (#19850)
**Description:**
Added a PHP language parser to document_loaders
**Issue:** N/A
**Dependencies:** N/A
**Twitter handle:** N/A

---------

Co-authored-by: Chester Curme <chester.curme@gmail.com>
6 months ago
Marlene 2f03bc397e
Community: Updating Azure Retriever and Docs to be Azure AI Search instead of Azure Cognitive Search (#19925)
Last year Microsoft [changed the
name](https://learn.microsoft.com/en-us/azure/search/search-what-is-azure-search)
of Azure Cognitive Search to Azure AI Search. This PR updates the
Langchain Azure Retriever API and it's associated docs to reflect this
change. It may be confusing for users to see the name Cognitive here and
AI in the Microsoft documentation which is why this is needed. I've also
added a more detailed example to the Azure retriever doc page.

There are more places that need a similar update but I'm breaking it up
so the PRs are not too big 😄 Fixing my errors from the previous PR.

Twitter: @marlene_zw

Two new tests added to test backward compatibility in
`libs/community/tests/integration_tests/retrievers/test_azure_cognitive_search.py`

---------

Co-authored-by: Chester Curme <chester.curme@gmail.com>
6 months ago
Rahul Triptahi 820b713086
community[minor]: Add support for Pebblo cloud_api_key in PebbloSafeLoader (#19855)
**Description**:
_PebbloSafeLoader_: Add support for pebblo's cloud api-key in
PebbloSafeLoader

- This Pull request enables PebbloSafeLoader to accept pebblo's cloud
api-key and send the semantic classification data to pebblo cloud.

**Documentation**: Updated 
**Unit test**: Added
**Issue**: NA
**Dependencies**: - None
**Twitter handle**: @rahul_tripathi2

Signed-off-by: Rahul Tripathi <rauhl.psit.ec@gmail.com>
Co-authored-by: Rahul Tripathi <rauhl.psit.ec@gmail.com>
6 months ago
Eugene Yurtsev 34a24d4df6
postgres[minor]: Add pgvector community as is (#20096)
This moves langchain pgvector community as is

The only modification is support for psycopg3 rather than psycopg2!
6 months ago
Eugene Yurtsev ba9e0d76c1
postgres[minor]: add postgres checkpoint implementation (#20025)
Adds checkpoint implementation using psycopg
6 months ago
William FH 039b7a472d
[core] fix: manually specifying run_id for chat models.invoke() and .ainvoke() (#20082) 6 months ago