Commit Graph

3806 Commits (4a1795190004bbb8badfab6ce1f2a8416c3c2558)

Author SHA1 Message Date
Lance Martin 12843f292f
community[patch]: llama cpp embeddings reset default n_batch (#17594)
When testing Nomic embeddings --
```
from langchain_community.embeddings import LlamaCppEmbeddings
embd_model_path = "/Users/rlm/Desktop/Code/llama.cpp/models/nomic-embd/nomic-embed-text-v1.Q4_K_S.gguf"
embd_lc = LlamaCppEmbeddings(model_path=embd_model_path)
embedding_lc = embd_lc.embed_query(query)
```

We were seeing this error for strings > a certain size -- 
```
File ~/miniforge3/envs/llama2/lib/python3.9/site-packages/llama_cpp/llama.py:827, in Llama.embed(self, input, normalize, truncate, return_count)
    824     s_sizes = []
    826 # add to batch
--> 827 self._batch.add_sequence(tokens, len(s_sizes), False)
    828 t_batch += n_tokens
    829 s_sizes.append(n_tokens)

File ~/miniforge3/envs/llama2/lib/python3.9/site-packages/llama_cpp/_internals.py:542, in _LlamaBatch.add_sequence(self, batch, seq_id, logits_all)
    540 self.batch.token[j] = batch[i]
    541 self.batch.pos[j] = i
--> 542 self.batch.seq_id[j][0] = seq_id
    543 self.batch.n_seq_id[j] = 1
    544 self.batch.logits[j] = logits_all

ValueError: NULL pointer access
```

The default `n_batch` of llama-cpp-python's Llama is `512` but we were
explicitly setting it to `8`.
 
These need to be set to equal for embedding models. 
* The embedding.cpp example has an assertion to make sure these are
always equal.
* Apparently this is not being done properly in llama-cpp-python.

With `n_batch` set to 8, if more than 8 tokens are passed the batch runs
out of space and it crashes.

This also explains why the CPU compute buffer size was small:

raw client with default `n_batch=512`
```
llama_new_context_with_model:        CPU input buffer size   =     3.51 MiB
llama_new_context_with_model:        CPU compute buffer size =    21.00 MiB
```
langchain with `n_batch=8`
```
llama_new_context_with_model:        CPU input buffer size   =     0.04 MiB
llama_new_context_with_model:        CPU compute buffer size =     0.33 MiB
```

We can work around this by passing `n_batch=512`, but this will not be
obvious to some users:
```
    embedding = LlamaCppEmbeddings(model_path=embd_model_path,
                                   n_batch=512)
```

From discussion w/ @cebtenzzre. Related:

https://github.com/abetlen/llama-cpp-python/issues/1189

Co-authored-by: Bagatur <baskaryan@gmail.com>
6 months ago
Zijian Han 8e976545f3
community[patch]: support OpenAI whisper base url (#17695)
**Description:** The base URL for OpenAI is retrieved from the
environment variable "OPENAI_BASE_URL", whereas for langchain it is
obtained from "OPENAI_API_BASE". By adding `base_url =
os.environ.get("OPENAI_API_BASE")`, the OpenAI proxy can execute
correctly.

---------

Co-authored-by: Bagatur <baskaryan@gmail.com>
6 months ago
Paulo Nascimento 44a3484503
community[patch]: add NotebookLoader unit test (#17721)
Thank you for contributing to LangChain!

- **Description:** added unit tests for NotebookLoader. Linked PR:
https://github.com/langchain-ai/langchain/pull/17614
- **Issue:**
[#17614](https://github.com/langchain-ai/langchain/pull/17614)
    - **Twitter handle:** @paulodoestech
- [x] Pass lint and test: Run `make format`, `make lint` and `make test`
from the root of the package(s) you've modified to check that you're
passing lint and testing. See contribution guidelines for more
information on how to write/run tests, lint, etc:
https://python.langchain.com/docs/contributing/
- [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.

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

---------

Co-authored-by: lachiewalker <lachiewalker1@hotmail.com>
Co-authored-by: Bagatur <22008038+baskaryan@users.noreply.github.com>
Co-authored-by: Bagatur <baskaryan@gmail.com>
6 months ago
Paulo Nascimento 4c3a67122f
community[patch]: add Integration for OpenAI image gen with v1 sdk (#17771)
**Description:** Created a Langchain Tool for OpenAI DALLE Image
Generation.
**Issue:**
[#15901](https://github.com/langchain-ai/langchain/issues/15901)
**Dependencies:** n/a
**Twitter handle:** @paulodoestech

- [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.

---------

Co-authored-by: Bagatur <baskaryan@gmail.com>
6 months ago
Kaixin Yang a8104ea8e9
openai[patch]: add checking codes for calling AI model get error (#17909)
**Description:**: adding checking codes for calling AI model get error
in chat_models/base.py and llms/base.py
**Issue**: Sometimes the AI Model calling will get error, we should
raise it.
Otherwise, the next code 'choices.extend(response["choices"])' will
throw a "TypeError: 'NoneType' object is not iterable" error to mask the
true error.
       Because 'response["choices"]' is None.
**Dependencies**: None

---------

Co-authored-by: yangkx <yangkx@asiainfo-int.com>
Co-authored-by: Bagatur <22008038+baskaryan@users.noreply.github.com>
6 months ago
Vincent Chen 833d61adb3
docs: update Together README.md (#18004)
## PR message
**Description:** This PR adds a README file for the Together API in the
`libs/partners` folder of this repository. The README includes:
 - A brief description of the package
 - Installation instructions and class introductions
 - Simple usage examples

**Issue:** #17545 

This PR only contains document changes.

---------

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

- **Issue:** [#14213]

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

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

---------

Co-authored-by: Sachin Paryani <saparan@microsoft.com>
Co-authored-by: Bagatur <baskaryan@gmail.com>
6 months ago
xiaohuanshu ecb11a4a32
langchain[patch]: fix BaseChatMemory get output data error with extra key (#18117)
**Description:** At times, BaseChatMemory._get_input_output may acquire
some extra keys such as 'intermediate_steps' (agent_executor with
return_intermediate_steps set to True) and 'messages'
(agent_executor.iter with memory). In these instances, _get_input_output
can raise an error due to the presence of multiple keys. The 'output'
field should be used as the default field in these cases.
**Issue:** #16791
6 months ago
Victor Adan afa2d85405
community[patch]: Added missing from_documents method to KNNRetriever. (#18411)
- Description: Added missing `from_documents` method to `KNNRetriever`,
providing the ability to supply metadata to LangChain `Document`s, and
to give it parity to the other retrievers, which do have
`from_documents`.
- Issue: None
- Dependencies: None
- Twitter handle: None

Co-authored-by: Victor Adan <vadan@netroadshow.com>
Co-authored-by: Bagatur <22008038+baskaryan@users.noreply.github.com>
6 months ago
Smit Parmar dfc4177b50
community[patch]: mypy ignore fix (#18483)
Relates to #17048 
Description : Applied fix to dynamodb and elasticsearch file.

Error was : `Cannot override writeable attribute with read-only
property`
Suggestion:
instead of adding 
```
@messages.setter
def messages(self, messages: List[BaseMessage]) -> None:
    raise NotImplementedError("Use add_messages instead")
```

we can change base class property
`messages: List[BaseMessage]`
to
```
@property
def messages(self) -> List[BaseMessage]:...
```

then we don't need to add `@messages.setter` in all child classes.
6 months ago
aditya thomas dc9e9a66db
docs: update docstring of the ChatAnthropic and AnthropicLLM classes (#18649)
**Description:** Update docstring of the ChatAnthropic and AnthropicLLM
classes
**Issue:** Not applicable
**Dependencies:** None
6 months ago
Luca Dorigo f19229c564
core[patch]: fix beta, deprecated typing (#18877)
**Description:** 

While not technically incorrect, the TypeVar used for the `@beta`
decorator prevented pyright (and thus most vscode users) from correctly
seeing the types of functions/classes decorated with `@beta`.

This is in part due to a small bug in pyright
(https://github.com/microsoft/pyright/issues/7448 ) - however, the
`Type` bound in the typevar `C = TypeVar("C", Type, Callable)` is not
doing anything - classes are `Callables` by default, so by my
understanding binding to `Type` does not actually provide any more
safety - the modified annotation still works correctly for both
functions, properties, and classes.

---------

Co-authored-by: Bagatur <22008038+baskaryan@users.noreply.github.com>
Co-authored-by: Bagatur <baskaryan@gmail.com>
6 months ago
aditya thomas 263ee78886
core[runnables]: docstring for class RunnableSerializable, method configurable_fields (#19722)
**Description:** Update to the docstring for class RunnableSerializable,
method configurable_fields
**Issue:** [Add in code documentation to core Runnable methods
#18804](https://github.com/langchain-ai/langchain/issues/18804)
**Dependencies:** None

---------

Co-authored-by: Chester Curme <chester.curme@gmail.com>
6 months ago
HuangZiy e1f10a697e
openai[patch]: perform judgment processing on chat model streaming delta (#18983)
**PR title:** partners: openai chat model
**PR message:** perform judgment processing on chat model streaming
delta
Closes #18977

Co-authored-by: Bagatur <22008038+baskaryan@users.noreply.github.com>
6 months ago
wulixuan b7c8bc8268
community[patch]: fix yuan2 errors in LLMs (#19004)
1. fix yuan2 errors while invoke Yuan2.
2. update tests.
6 months ago
aditya thomas ec4dcfca7f
core[runnables]: docstring of class RunnableSerializable, method configurable_alternatives (#19724)
**Description:** Update to the docstring for class RunnableSerializable,
method configurable_alternatives
**Issue:** [Add in code documentation to core Runnable methods
#18804](https://github.com/langchain-ai/langchain/issues/18804)
**Dependencies:** None

---------

Co-authored-by: Chester Curme <chester.curme@gmail.com>
6 months ago
Davide Menini 824dbc49ee
langchain[patch]: add template_tool_response arg to create_json_chat (#19696)
In this small PR I added the `template_tool_response` arg to the
`create_json_chat` function, so that users can customize this prompt in
case of need.
Thanks for your reviews!

---------

Co-authored-by: taamedag <Davide.Menini@swisscom.com>
6 months ago
高远 688ca48019
community[patch]: Adding validation when vector does not exist (#19698)
Adding validation when vector does not exist

Co-authored-by: gaoyuan <gaoyuan.20001218@bytedance.com>
6 months ago
Chaunte W. Lacewell 4a49fc5a95
community[patch]: Fix bug in vdms (#19728)
**Description:** Fix embedding check in vdms
**Contribution maintainer:** [@cwlacewe](https://github.com/cwlacewe)
6 months ago
高璟琦 75173d31db
community[minor]: Add solar model chat model (#18556)
Add our solar chat models, available model choices:
* solar-1-mini-chat
* solar-1-mini-translate-enko
* solar-1-mini-translate-koen

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

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

---------

Co-authored-by: Bagatur <22008038+baskaryan@users.noreply.github.com>
Co-authored-by: Bagatur <baskaryan@gmail.com>
6 months ago
Erick Friis e576d6c6b4
cohere[patch]: release 0.1.0rc1 (rc1-2 never released) (#19731) 6 months ago
harry-cohere ea57050122
cohere: add with_structured_output to ChatCohere (#19730)
**Description:** Adds support for `with_structured_output` to Cohere,
which supports single function calling.

---------

Co-authored-by: BeatrixCohere <128378696+BeatrixCohere@users.noreply.github.com>
6 months ago
Guangdong Liu 0571f886d1
core[patch]: Fix jsonOutputParser fails if a json value contains ``` inside it. (#19717)
- **Issue:** fix #19646 
- @baskaryan, @eyurtsev PTAL
6 months ago
Davide Menini f7042321f1
community[patch]: gather token usage info in BedrockChat during generation (#19127)
This PR allows to calculate token usage for prompts and completion
directly in the generation method of BedrockChat. The token usage
details are then returned together with the generations, so that other
downstream tasks can access them easily.

This allows to define a callback for tokens tracking and cost
calculation, similarly to what happens with OpenAI (see
[OpenAICallbackHandler](https://api.python.langchain.com/en/latest/_modules/langchain_community/callbacks/openai_info.html#OpenAICallbackHandler).
I plan on adding a BedrockCallbackHandler later.
Right now keeping track of tokens in the callback is already possible,
but it requires passing the llm, as done here:
https://how.wtf/how-to-count-amazon-bedrock-anthropic-tokens-with-langchain.html.
However, I find the approach of this PR cleaner.

Thanks for your reviews. FYI @baskaryan, @hwchase17

---------

Co-authored-by: taamedag <Davide.Menini@swisscom.com>
Co-authored-by: Bagatur <baskaryan@gmail.com>
6 months ago
ligang-super a662468dde
community[patch]: Fix the error of Baidu Qianfan not passing the stop parameter (#18666)
- [x] **PR title**: "community: fix baidu qianfan missing stop
parameter"
- [x] **PR message**:
- **Description: Baidu Qianfan lost the stop parameter when requesting
service due to extracting it from kwargs. This bug can cause the agent
to receive incorrect results

---------

Co-authored-by: ligang33 <ligang33@baidu.com>
Co-authored-by: Bagatur <22008038+baskaryan@users.noreply.github.com>
Co-authored-by: Bagatur <baskaryan@gmail.com>
6 months ago
BeatrixCohere d1a2e194c3
cohere[patch]: misc fixs tool use agent and cohere chat (#19705)
Bug fixes in this PR:
* allows for other params such as "message" not just the input param to
the prompt for the cohere tools agent
* fixes to documents kwarg from messages
* fixes to tool_calls API call

---------

Co-authored-by: Harry M <127103098+harry-cohere@users.noreply.github.com>
6 months ago
Erick Friis 8c2ed85a45
core[patch], infra: release 0.1.36, run partner CI on core PRs (#19688) 6 months ago
Erick Friis 5327bc9ec4
elasticsearch[patch]: move to repo (#19620) 6 months ago
Nilanjan De 239dd7c0c0
langchain[patch]: Use map() and avoid "ValueError: max() arg is an empty sequence" in MergerRetriever (#18679)
- **Issue:** When passing an empty list to MergerRetriever it fails with
error: ValueError: max() arg is an empty sequence

- **Description:** We have a use case where we dynamically select
retrievers and use MergerRetriever for merging the output of the
retrievers. We faced this issue when the retriever_docs list is empty.
Adding a default 0 for cases when retriever_docs is an empty list to
avoid "ValueError: max() arg is an empty sequence". Also, changed to use
map() which is more than twice as fast compared to the current
implementation.
```
import timeit
# Sample retriever_docs with varying lengths of sublists
retriever_docs = [[i for i in range(j)] for j in range(1, 1000)]
# First code snippet
code1 = '''
max_docs = max(len(docs) for docs in retriever_docs)
'''
# Second code snippet
code2 = '''
max_docs = max(map(len, retriever_docs), default=0)
'''
# Benchmarking
time1 = timeit.timeit(stmt=code1, globals=globals(), number=10000)
time2 = timeit.timeit(stmt=code2, globals=globals(), number=10000)
# Output
print(f"Execution time for code snippet 1: {time1} seconds")
print(f"Execution time for code snippet 2: {time2} seconds")
```

- **Dependencies:** none
6 months ago
aditya thomas 4cd38fe89f
docs: update docstring of the ChatGroq class (#18645)
**Description:** Update docstring of the ChatGroq class
**Issue:** Not applicable
**Dependencies:** None
6 months ago
Jaid e4d7b1a482
voyageai[patch]: top level reranker import (#19645)
The previous version didn't had  Voyage rerank in the init file


- [ ] **PR title**: langchain_voyageai reranker is not working
 


- [ ] **PR message**: 
    - **Description:** This fix let you run reranker from voyage
    - **Issue:** Was not able to run reranker from voyage
  






 @efriis
6 months ago
Juan Jose Miguel Ovalle Villamil 51baa1b5cf
langchain[patch]: fix-cohere-reranker-rerank-method with cohere v5 (#19486)
#### Description
Fixed the following error with `rerank` method from `CohereRerank`:
```
---> [79](https://vscode-remote+wsl-002bubuntu.vscode-resource.vscode-cdn.net/home/jjmov99/legal-colombia/~/legal-colombia/.venv/lib/python3.11/site-packages/langchain/retrievers/document_compressors/cohere_rerank.py:79) results = self.client.rerank(
     [80](https://vscode-remote+wsl-002bubuntu.vscode-resource.vscode-cdn.net/home/jjmov99/legal-colombia/~/legal-colombia/.venv/lib/python3.11/site-packages/langchain/retrievers/document_compressors/cohere_rerank.py:80)     query, docs, model, top_n=top_n, max_chunks_per_doc=max_chunks_per_doc
     [81](https://vscode-remote+wsl-002bubuntu.vscode-resource.vscode-cdn.net/home/jjmov99/legal-colombia/~/legal-colombia/.venv/lib/python3.11/site-packages/langchain/retrievers/document_compressors/cohere_rerank.py:81) )
     [82](https://vscode-remote+wsl-002bubuntu.vscode-resource.vscode-cdn.net/home/jjmov99/legal-colombia/~/legal-colombia/.venv/lib/python3.11/site-packages/langchain/retrievers/document_compressors/cohere_rerank.py:82) result_dicts = []
     [83](https://vscode-remote+wsl-002bubuntu.vscode-resource.vscode-cdn.net/home/jjmov99/legal-colombia/~/legal-colombia/.venv/lib/python3.11/site-packages/langchain/retrievers/document_compressors/cohere_rerank.py:83) for res in results.results:

TypeError: BaseCohere.rerank() takes 1 positional argument but 4 positional arguments (and 2 keyword-only arguments) were given
```
This was easily fixed going from this:
```
   def rerank(
        self,
        documents: Sequence[Union[str, Document, dict]],
        query: str,
        *,
        model: Optional[str] = None,
        top_n: Optional[int] = -1,
        max_chunks_per_doc: Optional[int] = None,
    ) -> List[Dict[str, Any]]:
         ...
        if len(documents) == 0:  # to avoid empty api call
            return []
        docs = [
            doc.page_content if isinstance(doc, Document) else doc for doc in documents
        ]
        model = model or self.model
        top_n = top_n if (top_n is None or top_n > 0) else self.top_n
        results = self.client.rerank(
            query, docs, model, top_n=top_n, max_chunks_per_doc=max_chunks_per_doc
        )
        result_dicts = []
        for res in results:
            result_dicts.append(
                {"index": res.index, "relevance_score": res.relevance_score}
            )
        return result_dicts
```
to this:
```
    def rerank(
        self,
        documents: Sequence[Union[str, Document, dict]],
        query: str,
        *,
        model: Optional[str] = None,
        top_n: Optional[int] = -1,
        max_chunks_per_doc: Optional[int] = None,
    ) -> List[Dict[str, Any]]:
         ...
        if len(documents) == 0:  # to avoid empty api call
            return []
        docs = [
            doc.page_content if isinstance(doc, Document) else doc for doc in documents
        ]
        model = model or self.model
        top_n = top_n if (top_n is None or top_n > 0) else self.top_n
        results = self.client.rerank(
            query=query, documents=docs, model=model, top_n=top_n, max_chunks_per_doc=max_chunks_per_doc <-------------
        )
        result_dicts = []
        for res in results.results:  <-------------
            result_dicts.append(
                {"index": res.index, "relevance_score": res.relevance_score}
            )
        return result_dicts
```
#### Unit & Integration tests
I added a unit test to check the behaviour of `rerank`. Also fixed the
original integration test which was failing.

#### Format & Linting
Everything worked properly with `make lint_diff`, `make format_diff` and
`make format`. However I noticed an error coming from other part of the
library when doing `make lint`:

```
(langchain-py3.9) ➜  langchain git:(master) make format
[ "." = "" ] || poetry run ruff format .
1636 files left unchanged
[ "." = "" ] || poetry run ruff --select I --fix .
(langchain-py3.9) ➜  langchain git:(master) make lint
./scripts/check_pydantic.sh .
./scripts/lint_imports.sh
poetry run ruff .
[ "." = "" ] || poetry run ruff format . --diff
1636 files already formatted
[ "." = "" ] || poetry run ruff --select I .
[ "." = "" ] || mkdir -p .mypy_cache && poetry run mypy . --cache-dir .mypy_cache
langchain/agents/openai_assistant/base.py:252: error: Argument "file_ids" to "create" of "Assistants" has incompatible type "Optional[Any]"; expected "Union[list[str], NotGiven]"  [arg-type]
langchain/agents/openai_assistant/base.py:374: error: Argument "file_ids" to "create" of "AsyncAssistants" has incompatible type "Optional[Any]"; expected "Union[list[str], NotGiven]"  [arg-type]
Found 2 errors in 1 file (checked 1634 source files)
make: *** [Makefile:65: lint] Error 1
```

---------

Co-authored-by: Bagatur <22008038+baskaryan@users.noreply.github.com>
Co-authored-by: Bagatur <baskaryan@gmail.com>
6 months ago
Shuqian 332996b4b2
openai[patch]: fix ChatOpenAI model's openai proxy (#19559)
Due to changes in the OpenAI SDK, the previous method of setting the
OpenAI proxy in ChatOpenAI no longer works. This PR fixes this issue,
making the previous way of setting the OpenAI proxy in ChatOpenAI
effective again.

---------

Co-authored-by: Bagatur <baskaryan@gmail.com>
6 months ago
Bagatur b15c7fdde6
anthropic[patch]: fix response metadata type (#19683) 6 months ago
kaijietti 9c4b6dc979
community[patch]: fix bug in cohere that `async for` a coroutine in ChatCohere (#19381)
Without `await`, the `stream` returned from the `async_client` is
actually a coroutine, which could not be used in `async for`.
6 months ago
Christian Galo 1adaa3c662
community[minor]: Update Azure Cognitive Services to Azure AI Services (#19488)
This is a follow up to #18371. These are the changes:
- New **Azure AI Services** toolkit and tools to replace those of
**Azure Cognitive Services**.
- Updated documentation for Microsoft platform.
- The image analysis tool has been rewritten to use the new package
`azure-ai-vision-imageanalysis`, doing a proper replacement of
`azure-ai-vision`.

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

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

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

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

---

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

---------

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

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

---------

Co-authored-by: Eugene Yurtsev <eugene@langchain.dev>
Co-authored-by: Bagatur <22008038+baskaryan@users.noreply.github.com>
Co-authored-by: Bagatur <baskaryan@gmail.com>
6 months ago
William FH b7b62e29fb
community[patch], mongodb[patch]: Stop spamming SIMD import warnings (#19531)
If you use an embedding dist function in an eval loop, you get warned
every time. Would prefer to just check once and forget about it.

---------

Co-authored-by: Bagatur <baskaryan@gmail.com>
6 months ago
Tomaz Bratanic b04e663426
experimental[patch]: Flatten relationships in LLM graph transformer (#19642) 6 months ago
billytrend-cohere 36abb5dd41
cohere[patch]: Fix positional argument (#19678)
cohere: Fix positional argument

Co-authored-by: Bagatur <22008038+baskaryan@users.noreply.github.com>
6 months ago
Nuno Campos fdfb51ad8d
core: Two updates to chat model interface (#19684)
- .stream() and .astream() call on_llm_new_token, removing the need for
subclasses to do so. Backwards compatible because now we don't pass
run_manager into ._stream and ._astream
- .generate() and .agenerate() now handle `stream: bool` kwarg for
_generate and _agenerate. Subclasses handle this arg by delegating to
._stream(), now one less thing they need to do. Backwards compat because
this is an optional arg that we now never pass to the subclasses
- .generate() and .agenerate() now inspect callback handlers to decide
on a default value for stream:bool if not passed in. This auto enables
streaming when using astream_events and astream_log
- as a result of these three changes any usage of .astream_events and
.astream_log should now yield chat model stream events
- In future PRs we can update all subclasses to reflect these two things
now handled by base class, but in meantime all will continue to work
6 months ago
harry-cohere 3685f8ceac
cohere[patch]: Add cohere tools agent (#19602)
**Description**: Adds a cohere tools agent and related notebook.

---------

Co-authored-by: BeatrixCohere <128378696+BeatrixCohere@users.noreply.github.com>
Co-authored-by: Erick Friis <erick@langchain.dev>
6 months ago
William FH 5c41f4083e
[Evals] Fix function calling support (#19658)
Current implementation is overzealous in validating chat datasets

Fixes
[#langsmith-sdk:557](https://github.com/langchain-ai/langsmith-sdk/issues/557)
6 months ago
yongheng.liu 7e29b6061f
community[minor]: integrate China Mobile Ecloud vector search (#15298)
- **Description:** integrate China Mobile Ecloud vector search, 
  - **Dependencies:** elasticsearch==7.10.1

Co-authored-by: liuyongheng <liuyongheng@cmss.chinamobile.com>
Co-authored-by: Bagatur <baskaryan@gmail.com>
6 months ago
Hyeongchan Kim 9b70131aed
community[patch]: refactor the type hint of `file_path` in `UnstructuredAPIFileLoader` class (#18839)
* **Description**: add `None` type for `file_path` along with `str` and
`List[str]` types.
* `file_path`/`filename` arguments in `get_elements_from_api()` and
`partition()` can be `None`, however, there's no `None` type hint for
`file_path` in `UnstructuredAPIFileLoader` and `UnstructuredFileLoader`
currently.
* calling the function with `file_path=None` is no problem, but my IDE
annoys me lol.
* **Issue**: N/A
* **Dependencies**: N/A

Co-authored-by: Bagatur <22008038+baskaryan@users.noreply.github.com>
6 months ago
CaroFG cf96060ab7
community[patch]: update for compatibility with latest Meilisearch version (#18970)
- **Description:** Updates Meilisearch vectorstore for compatibility
with v1.6 and above. Adds embedders settings and embedder_name which are
now required.

---------

Co-authored-by: Bagatur <baskaryan@gmail.com>
6 months ago
chyroc be2adb1083
community[patch]: support unstructured_kwargs for s3 loader (#15473)
fix https://github.com/langchain-ai/langchain/issues/15472

Co-authored-by: Bagatur <baskaryan@gmail.com>
6 months ago
Kahlil Wehmeyer 9c08cdea92
core[patch]: ToolException docs/exception message (#17590)
**Description:**
This PR adds a slightly more helpful message to a Tool Exception

```
# current state
langchain_core.tools.ToolException: Too many arguments to single-input tool

# proposed state
langchain_core.tools.ToolException: Too many arguments to single-input tool. Consider using a StructuredTool instead.
```
**Issue:** Somewhat discussed here 👉  #6197 
 **Dependencies:** None
**Twitter handle:** N/A

---------

Co-authored-by: Bagatur <22008038+baskaryan@users.noreply.github.com>
6 months ago
Evgenii Zheltonozhskii 5b1f9c6d3a
infra: Consistent lxml requirements (#19520)
Update the dependency for lxml to be consistent among different
packages; should fix
https://github.com/langchain-ai/langchain/issues/19040
6 months ago
Christophe Bornet 33fa8cfcd0
core[minor]: Add async methods to MaxMarginalRelevanceExampleSelector (#19639) 6 months ago
Taqi Jaffri 72c8b3127d
cli[patch]: Fix typo in dev script name for the --chat-playground option on the cli (#19673)
Fixes typo

---------

Co-authored-by: Taqi Jaffri <tjaffri@docugami.com>
6 months ago
Jan Nissen 2e0ddd6fb8
core[minor]: support pydantic v2 models in PydanticOutputParser (#18811)
As mentioned in #18322, the current PydanticOutputParser won't work for
anyone trying to parse to pydantic v2 models. This PR adds a separate
`PydanticV2OutputParser`, as well as a `langchain_core.pydantic_v2`
namespace that will fail on import to any projects using pydantic<2.
Happy to update the docs for output parsers if this is something we're
interesting in adding.

On a separate note, I also updated `check_pydantic.sh` to detect
pydantic imports with leading whitespace and excluded the internal
namespaces. That change can be separated into its own PR if needed.

---------

Co-authored-by: Jan Nissen <jan23@gmail.com>
6 months ago
Tomaz Bratanic 87d2a6b777
community[minor]: Add the option to omit schema refresh in Neo4jGraph (#19654) 6 months ago
jhicks2306 bcb8ab5216
docs: Improve docstring for Runnable bind method (#19659)
Added example to the docstring of the "bind" method of Runnable. This
makes it easier to understand the purpose of the method when reviewing
in code editors. E.g. VS Code below.

<img width="833" alt="Screenshot 2024-03-27 at 16 24 18"
src="https://github.com/langchain-ai/langchain/assets/45722942/ad022d4e-7bc0-4f4b-aa7a-838f1816cc52">

---------

Co-authored-by: Chester Curme <chester.curme@gmail.com>
6 months ago
Rajendra Kadam 0019d8a948
community[minor]: Add support for non-file-based Document Loaders in PebbloSafeLoader (#19574)
**Description:**
PebbloSafeLoader: Add support for non-file-based Document Loaders

This pull request enhances PebbloSafeLoader by introducing support for
several non-file-based Document Loaders. With this update,
PebbloSafeLoader now seamlessly integrates with the following loaders:
- GoogleDriveLoader
- SlackDirectoryLoader
- Unstructured EmailLoader

**Issue:** NA
**Dependencies:** - None
**Twitter handle:** @Raj__725

---------

Co-authored-by: Rahul Tripathi <rauhl.psit.ec@gmail.com>
6 months ago
Christophe Bornet 9954c6a38e
langchain[minor]: Add async methods to EncoderBackedStore (#19597)
Co-authored-by: Eugene Yurtsev <eyurtsev@gmail.com>
6 months ago
Erick Friis 929ed65554
cohere[patch]: release 0.1.0rc1 (#19663) 6 months ago
hulitaitai dc2c9dd4d7
Update text2vec.py (#19657)
Add that URL of the embedding tool "text2vec".
Fix minor mistakes in the doc-string.
6 months ago
Erick Friis 7630e9529c
Revert "community: added `partners/package-name` folders" (#19662)
Reverts langchain-ai/langchain#19290
6 months ago
Christophe Bornet 409c6eeb0b
core: Add async methods to LengthBasedExampleSelector (#19640) 6 months ago
Bagatur c7f1962f73
core[patch]: Release 0.1.35 (#19660) 6 months ago
Eugene Yurtsev e8339b1d83
core[patch]: Patch XML vulnerability in XMLOutputParser (CVE-2024-1455) (#19653)
Patch potential XML vulnerability CVE-2024-1455

This patches a potential XML vulnerability in the XMLOutputParser in
langchain-core. The vulnerability in some situations could lead to a
denial of service attack.

At risk are users that:

1) Running older distributions of python that have older version of
libexpat
2) Are using XMLOutputParser with an agent
3) Accept inputs from untrusted sources with this agent (e.g., endpoint
on the web that allows an untrusted user to interact wiith the parser)
6 months ago
Guangdong Liu 7042934b5f
community[patch]: Fix the bug that Chroma does not specify `embedding_function` (#19277)
- **Issue:** close #18291
- @baskaryan, @eyurtsev PTAL
6 months ago
billytrend-cohere 85f57ab4cd
cohere[patch]: Fix cohere rerank (#19624)
Fix cohere rerank inspired by
https://github.com/langchain-ai/langchain/pull/19486
6 months ago
Eugene Yurtsev 8ab7bb3166
core[patch]: XMLOutputParser fix to handle changes to xml standard library (#19612)
Newest python micro releases broke streaming in the XMLOutputParser. This fixes the parsing code to work with trailing junk after the XML content.
6 months ago
yuwenzho 3a7d2cf443
community[minor]: Add ITREX optimized Embeddings (#18474)
Introduction
[Intel® Extension for
Transformers](https://github.com/intel/intel-extension-for-transformers)
is an innovative toolkit designed to accelerate GenAI/LLM everywhere
with the optimal performance of Transformer-based models on various
Intel platforms

Description

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

---------

Signed-off-by: yuwenzho <yuwen.zhou@intel.com>
Co-authored-by: Bagatur <baskaryan@gmail.com>
6 months ago
Juan Jose Miguel Ovalle Villamil 1fe10a3e3d
experimental[patch]: Enhance LLMGraphTransformer with async processing and improved readability (#19205)
- [x] **PR title**: "experimental: Enhance LLMGraphTransformer with
async processing and improved readability"


- [x] **PR message**: 
- **Description:** This pull request refactors the `process_response`
and `convert_to_graph_documents` methods in the LLMGraphTransformer
class to improve code readability and adds async versions of these
methods for concurrent processing.
    The main changes include:
- Simplifying list comprehensions and conditional logic in the
process_response method for better readability.
- Adding async versions aprocess_response and
aconvert_to_graph_documents to enable concurrent processing of
documents.
These enhancements aim to improve the overall efficiency and
maintainability of the `LLMGraphTransformer` class.
  - **Issue:** N/A
  - **Dependencies:** No additional dependencies required.
  - **Twitter handle:** @jjovalle99


- [x] **Add tests and docs**: N/A (This PR does not introduce a new
integration)


- [x] **Lint and test**: Ran make format, make lint, and make test from
the root of the modified package(s). All tests pass successfully.

Additional notes:

- The changes made in this PR are backwards compatible and do not
introduce any breaking changes.
- The PR touches only the `LLMGraphTransformer` class within the
experimental package.

---------

Co-authored-by: Bagatur <22008038+baskaryan@users.noreply.github.com>
6 months ago
Fabrizio Ruocco f12cb0bea4
community[patch]: Microsoft Azure Document Intelligence updates (#16932)
- **Description:** Update Azure Document Intelligence implementation by
Microsoft team and RAG cookbook with Azure AI Search

---------

Co-authored-by: Lu Zhang (AI) <luzhan@microsoft.com>
Co-authored-by: Yateng Hong <yatengh@microsoft.com>
Co-authored-by: teethache <hongyateng2006@126.com>
Co-authored-by: Lu Zhang <44625949+luzhang06@users.noreply.github.com>
Co-authored-by: Eugene Yurtsev <eyurtsev@gmail.com>
Co-authored-by: Bagatur <baskaryan@gmail.com>
Co-authored-by: Bagatur <22008038+baskaryan@users.noreply.github.com>
6 months ago
Guangdong Liu cd79305eb9
openai[patch]: fix AzureChatOpenAI missing parameter problem (#19258)
- **Issue:** close #19255
- PTAL @baskaryan @eyurtsev
6 months ago
Timothy ad77fa15ee
community[patch]: Adding try-except block for GCSDirectoryLoader (#19591)
- **Description:** Implemented try-except block for
`GCSDirectoryLoader`. Reason: Users processing large number of
unstructured files in a folder may experience many different errors. A
try-exception block is added to capture these errors. A new argument
`use_try_except=True` is added to enable *silent failure* so that error
caused by processing one file does not break the whole function.
- **Issue:** N/A
- **Dependencies:** no new dependencies
- **Twitter handle:** timothywong731

---------

Co-authored-by: Bagatur <baskaryan@gmail.com>
6 months ago
fzowl aea2be5bf3
voyageai[patch]: VoyageAI rerank (#19521)
Adding VoyageAI reranking

---------

Co-authored-by: fodizoltan <zoltan@conway.expert>
Co-authored-by: Yujie Qian <thomasq0809@gmail.com>
6 months ago
Leonid Ganeline 3dc0f3c371
experimental[patch]: `PromptTemplate` import fix (#19617)
Changed import of `PromptTemplate` from `langchain` to `langchain_core`
in `langchain_experimental`
6 months ago
xsai9101 160a8eb178
community[minor]: add oracle autonomous database doc loader integration (#19536)
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:** Adding oracle autonomous database document loader
integration. This will allow users to connect to oracle autonomous
database through connection string or TNS configuration.
    https://www.oracle.com/autonomous-database/
    - **Issue:** None
    - **Dependencies:** oracledb python package 
    https://pypi.org/project/oracledb/
- **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.
  Unit test and doc are added.


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

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

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

---------

Co-authored-by: Bagatur <22008038+baskaryan@users.noreply.github.com>
Co-authored-by: Bagatur <baskaryan@gmail.com>
6 months ago
Erick Friis bf8ba00520
cli[patch]: release 0.0.22rc0, chat playground (#19614) 6 months ago
jhicks2306 087823aefa
docs: Update docstring for MessagesPlaceholder (#19601)
Update to docstring for MessagesPlaceholder so that it shows helpful
information in code editors. E.g. VS Code as shown below.


<img width="587" alt="Screenshot 2024-03-26 at 17 18 58"
src="https://github.com/langchain-ai/langchain/assets/45722942/8f49d09f-ed8d-4f61-a9d4-3611dbe9c9c5">

---------

Co-authored-by: Bagatur <baskaryan@gmail.com>
6 months ago
Christophe Bornet 7c2578bd55
langchain[patch]: Add async methods to EmbeddingRouterChain (#19603) 6 months ago
Christophe Bornet b3d7b5a653
langchain[patch[: Add async methods to TimeWeightedVectorStoreRetriever (#19606) 6 months ago
Adam Law aeb7b6b11d
community[patch]: use semantic_configurations in AzureSearch (#19347)
- **Description:** Currently the semantic_configurations are not used
when creating an AzureSearch instance, instead creating a new one with
default values. This PR changes the behavior to use the passed
semantic_configurations if it is present, and the existing default
configuration if not.

---------

Co-authored-by: Adam Law <adamlaw@microsoft.com>
Co-authored-by: Bagatur <baskaryan@gmail.com>
6 months ago
Christophe Bornet a7274f006e
langchain[patch]: Add async methods to VectorstoreIndexCreator (#19582) 6 months ago
Bagatur 241774012a
core[patch]: Release 0.1.34 (#19609)
Co-authored-by: Eugene Yurtsev <eyurtsev@gmail.com>
6 months ago
Nuno Campos c78eb55859
load: Optionally disable reading secrets from env (#19596)
Thank you for contributing to LangChain!

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


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


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


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

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

If no one reviews your PR within a few days, please @-mention one of
baskaryan, efriis, eyurtsev, hwchase17.
6 months ago
Eugene Yurtsev d3c9974da2
core[patch]: Temporarily disable test for streaming xml parser (#19610)
Test is failing due to micro version bump in python interpreter which
changed something about how std xml parser works
6 months ago
Eugene Yurtsev 8bc5cdccee
core[patch]: Reverting changes with defusedXML (#19604)
DefusedXML is causing parsing errors on previously functional code with
the 0.7.x versions. These do not seem to support newer version of python
well. 0.8.x has only been released as rc, so we're not going to to use
it in the core package
6 months ago
Giannis 9ea2a9b0c1
cohere[patch]: Add additional kwargs support for Cohere SDK params (#19533)
* Adds support for `additional_kwargs` in `get_cohere_chat_request`
* This functionality passes in Cohere SDK specific parameters from
`BaseMessage` based classes to the API

---------

Co-authored-by: Erick Friis <erick@langchain.dev>
6 months ago
Adrian Valente 2763d8cbe5
community: add len() implementation to Chroma (#19419)
Thank you for contributing to LangChain!

- [x] **Add len() implementation to Chroma**: "package: community"


- [x] **PR message**: 
- **Description:** add an implementation of the __len__() method for the
Chroma vectostore, for convenience.
- **Issue:** no exposed method to know the size of a Chroma vectorstore
    - **Dependencies:** None
    - **Twitter handle:** lowrank_adrian


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

- [x] **Lint and test**

---------

Co-authored-by: Bagatur <22008038+baskaryan@users.noreply.github.com>
6 months ago
Tom Aarsen e0a1278d2b
docs: HFEmbeddings: Add more information to model_kwargs/encode_kwargs (#19594)
- **Description:** Be more explicit with the `model_kwargs` and
`encode_kwargs` for `HuggingFaceEmbeddings`.
    - **Issue:** -
    - **Dependencies:** -

I received some reports by my users that they didn't realise that you
could change the default `batch_size` with `HuggingFaceEmbeddings`,
which may be attributed to how the `model_kwargs` and `encode_kwargs`
don't give much information about what you can specify.

I've added some parameter names & links to the Sentence Transformers
documentation to help clear it up. Let me know if you'd rather have
Markdown/Sphinx-style hyperlinks rather than a "bare URL".

- Tom Aarsen
6 months ago
Dobiichi-Origami 18e6f9376d
community[Qianfan]: add function_call in additional_kwargs (#19550)
- **Description:** add lacked `function_call` field in
`additional_kwargs` in previous version
- **Dependencies:** None of new dependency
6 months ago
Eugene Yurtsev 9c7e860cf6
core[patch]: Remove anyio dependency (#19583)
The dependency isn't used anymore
6 months ago
mwmajewsk f7a1fd91b8
community: better support of pathlib paths in document loaders (#18396)
So this arose from the
https://github.com/langchain-ai/langchain/pull/18397 problem of document
loaders not supporting `pathlib.Path`.

This pull request provides more uniform support for Path as an argument.
The core ideas for this upgrade: 
- if there is a local file path used as an argument, it should be
supported as `pathlib.Path`
- if there are some external calls that may or may not support Pathlib,
the argument is immidiately converted to `str`
- if there `self.file_path` is used in a way that it allows for it to
stay pathlib without conversion, is is only converted for the metadata.

Twitter handle: https://twitter.com/mwmajewsk
6 months ago
Yuki Watanabe cfecbda48b
community[minor]: Allow passing `allow_dangerous_deserialization` when loading LLM chain (#18894)
### Issue
Recently, the new `allow_dangerous_deserialization` flag was introduced
for preventing unsafe model deserialization that relies on pickle
without user's notice (#18696). Since then some LLMs like Databricks
requires passing in this flag with true to instantiate the model.

However, this breaks existing functionality to loading such LLMs within
a chain using `load_chain` method, because the underlying loader
function
[load_llm_from_config](f96dd57501/libs/langchain/langchain/chains/loading.py (L40))
 (and load_llm) ignores keyword arguments passed in. 

### Solution
This PR fixes this issue by propagating the
`allow_dangerous_deserialization` argument to the class loader iff the
LLM class has that field.

---------

Co-authored-by: Eugene Yurtsev <eyurtsev@gmail.com>
Co-authored-by: Bagatur <22008038+baskaryan@users.noreply.github.com>
6 months ago
hulitaitai d7c14cb6f9
community[minor]: Add embeddings integration for text2vec (#19267)
Create a Class which allows to use the "text2vec" open source embedding
model.

It should install the model by running 'pip install -U text2vec'.
Example to call the model through LangChain:

from langchain_community.embeddings.text2vec import Text2vecEmbeddings

            embedding = Text2vecEmbeddings()
            bookend.embed_documents([
                "This is a CoSENT(Cosine Sentence) model.",
"It maps sentences to a 768 dimensional dense vector space.",
            ])
            bookend.embed_query(
                "It can be used for text matching or semantic search."
            )

---------

Co-authored-by: Bagatur <baskaryan@gmail.com>
Co-authored-by: Eugene Yurtsev <eugene@langchain.dev>
Co-authored-by: Eugene Yurtsev <eyurtsev@gmail.com>
6 months ago
Shotaro Sano 55c624a694
infra: Resolve the endless dependency resolution during the build of `dev.Dockerfile` by copying `poetry.lock` (#19465)
## Description
This PR proposes a modification to the `libs/langchain/dev.Dockerfile`
configuration to copy the `libs/langchain/poetry.lock` into the working
directory. The change aims to address the issue where the Poetry install
command, the last command in the `dev.Dockerfile`, takes excessively
long hours, and to ensure the reproducibility of the poetry environment
in the devcontainer.

## Problem
The `dev.Dockerfile`, prepared for development environments such as
`.devcontainer`, encounters an unending dependency resolution when
attempting the Poetry installation.

### Steps to Reproduce
Execute the following build command: 

```bash
docker build -f libs/langchain/dev.Dockerfile .
```

### Current Behavior
The Docker build process gets stuck at the following step, which, in my
experience, did not conclude even after an entire night:

```
 => [langchain-dev-dependencies 4/6] COPY libs/community/ ../community/                                                                                0.9s
 => [langchain-dev-dependencies 5/6] COPY libs/text-splitters/ ../text-splitters/                                                                      0.0s
 => [langchain-dev-dependencies 6/6] RUN poetry install --no-interaction --no-ansi --with dev,test,docs                                               12.3s
 => => # Updating dependencies                                                                                                                             
 => => # Resolving dependencies...  
```

### Expected Behavior
The Docker build completes in a realistic timeframe. By applying this
PR, the build finishes within a few minutes.

### Analysis
The complexity of LangChain's dependencies has reached a point where
Poetry is required to resolve dependencies akin to threading a needle.
Consequently, poetry install fails to complete in a practical timeframe.

## Solution
The solution for dependency resolution is already recorded in
`libs/langchain/poetry.lock`, so we can use it. When copying
`project.toml` and `poetry.toml`, the `poetry.lock` located in the same
directory should also be copied.

```diff
# Copy only the dependency files for installation
-COPY libs/langchain/pyproject.toml libs/langchain/poetry.toml ./
+COPY libs/langchain/pyproject.toml libs/langchain/poetry.toml libs/langchain/poetry.lock ./
```

## Note
I am not intimately familiar with the historical context of the
`dev.Dockerfile` and thus do not know why `poetry.lock` has not been
copied until now. It might have been an oversight, or perhaps dependency
resolution used to complete quickly even without the `poetry.lock` file
in the past. However, if there are deliberate reasons why copying
`poetry.lock` is not advisable, please just close this PR.
6 months ago
Kalyan Mudumby d27600c6f7
community[patch]: GPTCache pydantic validation error on lookup (#19427)
Description:
this change fixes the pydantic validation error when looking up from
GPTCache, the `ChatOpenAI` class returns `ChatGeneration` as response
which is not handled.
use the existing `_loads_generations` and `_dumps_generations` functions
to handle it

Trace
```
  File "/home/theinhumaneme/Documents/NebuLogic/conversation-bot/development/scripts/chatbot-postgres-test.py", line 90, in <module>
    print(llm.invoke("tell me a joke"))
          ^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/home/theinhumaneme/Documents/NebuLogic/conversation-bot/venv/lib/python3.11/site-packages/langchain_core/language_models/chat_models.py", line 166, in invoke
    self.generate_prompt(
  File "/home/theinhumaneme/Documents/NebuLogic/conversation-bot/venv/lib/python3.11/site-packages/langchain_core/language_models/chat_models.py", line 544, in generate_prompt
    return self.generate(prompt_messages, stop=stop, callbacks=callbacks, **kwargs)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/home/theinhumaneme/Documents/NebuLogic/conversation-bot/venv/lib/python3.11/site-packages/langchain_core/language_models/chat_models.py", line 408, in generate
    raise e
  File "/home/theinhumaneme/Documents/NebuLogic/conversation-bot/venv/lib/python3.11/site-packages/langchain_core/language_models/chat_models.py", line 398, in generate
    self._generate_with_cache(
  File "/home/theinhumaneme/Documents/NebuLogic/conversation-bot/venv/lib/python3.11/site-packages/langchain_core/language_models/chat_models.py", line 585, in _generate_with_cache
    cache_val = llm_cache.lookup(prompt, llm_string)
                ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/home/theinhumaneme/Documents/NebuLogic/conversation-bot/venv/lib/python3.11/site-packages/langchain_community/cache.py", line 807, in lookup
    return [
           ^
  File "/home/theinhumaneme/Documents/NebuLogic/conversation-bot/venv/lib/python3.11/site-packages/langchain_community/cache.py", line 808, in <listcomp>
    Generation(**generation_dict) for generation_dict in json.loads(res)
    ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/home/theinhumaneme/Documents/NebuLogic/conversation-bot/venv/lib/python3.11/site-packages/langchain_core/load/serializable.py", line 120, in __init__
    super().__init__(**kwargs)
  File "/home/theinhumaneme/Documents/NebuLogic/conversation-bot/venv/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 Generation
type
  unexpected value; permitted: 'Generation' (type=value_error.const; given=ChatGeneration; permitted=('Generation',))
```


Although I don't seem to find any issues here, here's an
[issue](https://github.com/zilliztech/GPTCache/issues/585) raised in
GPTCache. Please let me know if I need to do anything else

Thank you

---------

Co-authored-by: Bagatur <22008038+baskaryan@users.noreply.github.com>
6 months ago
Leonid Ganeline 4159a4723c
experimental[patch]: update module doc strings (#19539)
Added missed module descriptions. Fixed format.
6 months ago
Piyush Jain 72ba738bf5
community[minor]: Improvements for NeptuneRdfGraph, Improve discovery of graph schema using database statistics (#19546)
Fixes linting for PR
[19244](https://github.com/langchain-ai/langchain/pull/19244)

---------

Co-authored-by: mhavey <mchavey@gmail.com>
6 months ago
Christophe Bornet 1f422318b7
core[minor]: Use BaseChatMessageHistory async methods in RunnableWithMessageHistory (#19565)
Co-authored-by: Eugene Yurtsev <eyurtsev@gmail.com>
6 months ago
Christophe Bornet 8595c3ab59
community[minor]: Add InMemoryVectorStore to module level imports (#19576) 6 months ago
Christophe Bornet a9457d269e
core: Add async methods to BaseExampleSelector and SemanticSimilarityExampleSelector (#19399)
Few-Shot prompt template may use a `SemanticSimilarityExampleSelector`
that in turn uses a `VectorStore` that does I/O operations.
So to work correctly on the event loop, we need:
* async methods for the `VectorStore` (OK)
* async methods for the `SemanticSimilarityExampleSelector` (this PR)
* async methods for `BasePromptTemplate` and `BaseChatPromptTemplate`
(future work)
6 months ago
Christophe Bornet 29c58528c7
core[minor]: Add default implementations to amax_marginal_relevance_search_by_vector and adelete (#19269) 6 months ago
Christophe Bornet 999365186b
langchain[major]: Use InMemoryVectorStore by default in VectorstoreIndexCreator (#19575)
This is a small breaking change but I think it should be done as:
* No external dependency needs to be installed anymore for the default
to work
* It is vendor-neutral
6 months ago
Guangdong Liu c93d4ea91c
docs: Add in code documentation to core Runnable map methods (docs only) (#19517)
- **Issue:** #18804
- @baskaryan, @eyurtsev
6 months ago
Leonid Ganeline 0199b73188
docs: added `partners/package-name` folders (#19290)
Added references to new integration packages from Google, by adding
subfolders to `partners/`.

---------

Co-authored-by: Bagatur <baskaryan@gmail.com>
6 months ago
Aayush Kataria 03c38005cb
community[patch]: Fixing some caching issues for AzureCosmosDBSemanticCache (#18884)
Fixing some issues for AzureCosmosDBSemanticCache
- Added the entry for "AzureCosmosDBSemanticCache" which was missing in
langchain/cache.py
- Added application name when creating the MongoClient for the
AzureCosmosDBVectorSearch, for tracking purposes.

@baskaryan, can you please review this PR, we need this to go in asap.
These are just small fixes which we found today in our testing.
6 months ago
Clément Tamines a6cbb755a7
community[patch]: fix semantic answer bug in AzureSearch vector store (#18938)
- **Description:** The `semantic_hybrid_search_with_score_and_rerank`
method of `AzureSearch` contains a hardcoded field name "metadata" for
the document metadata in the Azure AI Search Index. Adding such a field
is optional when creating an Azure AI Search Index, as other snippets
from `AzureSearch` test for the existence of this field before trying to
access it. Furthermore, the metadata field name shouldn't be hardcoded
as "metadata" and use the `FIELDS_METADATA` variable that defines this
field name instead. In the current implementation, any index without a
metadata field named "metadata" will yield an error if a semantic answer
is returned by the search in
`semantic_hybrid_search_with_score_and_rerank`.

- **Issue:** https://github.com/langchain-ai/langchain/issues/18731

- **Prior fix to this bug:** This bug was fixed in this PR
https://github.com/langchain-ai/langchain/pull/15642 by adding a check
for the existence of the metadata field named `FIELDS_METADATA` and
retrieving a value for the key called "key" in that metadata if it
exists. If the field named `FIELDS_METADATA` was not present, an empty
string was returned. This fix was removed in this PR
https://github.com/langchain-ai/langchain/pull/15659 (see
ed1ffca911#).
@lz-chen: could you confirm this wasn't intentional? 

- **New fix to this bug:** I believe there was an oversight in the logic
of the fix from
[#1564](https://github.com/langchain-ai/langchain/pull/15642) which I
explain below.
The `semantic_hybrid_search_with_score_and_rerank` method creates a
dictionary `semantic_answers_dict` with semantic answers returned by the
search as follows.

5c2f7e6b2b/libs/community/langchain_community/vectorstores/azuresearch.py (L574-L581)
The keys in this dictionary are the unique document ids in the index, if
I understand the [documentation of semantic
answers](https://learn.microsoft.com/en-us/azure/search/semantic-answers)
in Azure AI Search correctly. When the method transforms a search result
into a `Document` object, an "answer" key is added to the document's
metadata. The value for this "answer" key should be the semantic answer
returned by the search from this document, if such an answer is
returned. The match between a `Document` object and the semantic answers
returned by the search should be done through the unique document id,
which is used as a key for the `semantic_answers_dict` dictionary. This
id is defined in the search result's field named `FIELDS_ID`. I added a
check to avoid any error in case no field named `FIELDS_ID` exists in a
search result (which shouldn't happen in theory).
A benefit of this approach is that this fix should work whether or not
the Azure AI Search Index contains a metadata field.

@levalencia could you confirm my analysis and test the fix?
@raunakshrivastava7 do you agree with the fix?

Thanks for the help!
6 months ago
miri-bar 55db737302
ai21[minor]: AI21 Labs Semantic Text Splitter support (#19510)
Description: Added support for AI21 Labs model - Segmentation, as a Text
Splitter
Dependencies: ai21, langchain-text-splitter
Twitter handle: https://github.com/AI21Labs

---------

Co-authored-by: Bagatur <22008038+baskaryan@users.noreply.github.com>
Co-authored-by: Bagatur <baskaryan@gmail.com>
6 months ago
Anindyadeep b2a11ce686
community[minor]: Prem AI langchain integration (#19113)
### Prem SDK integration in LangChain

This PR adds the integration with [PremAI's](https://www.premai.io/)
prem-sdk with langchain. User can now access to deployed models
(llms/embeddings) and use it with langchain's ecosystem. This PR adds
the following:

### This PR adds the following:

- [x]  Add chat support
- [X]  Adding embedding support
- [X]  writing integration tests
    - [X]  writing tests for chat 
    - [X]  writing tests for embedding
- [X]  writing unit tests
    - [X]  writing tests for chat 
    - [X]  writing tests for embedding
- [X]  Adding documentation
    - [X]  writing documentation for chat
    - [X]  writing documentation for embedding
- [X] run `make test`
- [X] run `make lint`, `make lint_diff` 
- [X]  Final checks (spell check, lint, format and overall testing)

---------

Co-authored-by: Anindyadeep Sannigrahi <anindyadeepsannigrahi@Anindyadeeps-MacBook-Pro.local>
Co-authored-by: Bagatur <baskaryan@gmail.com>
Co-authored-by: Erick Friis <erick@langchain.dev>
Co-authored-by: Bagatur <22008038+baskaryan@users.noreply.github.com>
6 months ago
Souhail Hanfi cbec43afa9
community[patch]: avoid creating extension PGvector while using readOnly Databases (#19268)
- **Description:** PgVector class always runs "create extension" on init
and this statement crashes on ReadOnly databases (read only replicas).
but wierdly the next create collection etc work even in readOnly
databases
- **Dependencies:** no new dependencies
- **Twitter handle:** @VenOmaX666

Co-authored-by: Bagatur <22008038+baskaryan@users.noreply.github.com>
6 months ago
Mauricio Cruz fb9ce95184
cli[patch]: Fix Tuple typing problem when create new langchain app (#19141)
Thank you for contributing to LangChain!

When run command langchain app new my-app, i get this error:

File
"/home/mauricio/.local/lib/python3.8/site-packages/langchain_cli/utils/pyproject.py",
line 15, in <module>
pyproject_toml: Path, local_editable_dependencies: Iterable[tuple[str,
Path]]
TypeError: 'type' object is not subscriptable

This PR fix the error.
6 months ago
Erick Friis 441a8012b3
mistralai[patch]: release 0.1.0 (#19540) 6 months ago
Barun Amalkumar Halder 9246ec6b36
community[patch] : [Fiddler] ensure dataset is not added if model is present (#19293)
**Description:**
- minor PR to speed up onboarding by not trying to add a dataset, if a
model is already present.
- replace batch publish API with streaming when single events are
published.

**Dependencies:** any dependencies required for this change
**Twitter handle:** behalder

Co-authored-by: Barun Halder <barun@fiddler.ai>
6 months ago
JSDu 6e090280fd
community[patch]: milvus will autoflush, manual flush is slowly (#19300)
reference:


https://milvus.io/docs/configure_quota_limits.md#quotaAndLimitsflushRateenabled

https://github.com/milvus-io/milvus/issues/31407

Co-authored-by: Bagatur <22008038+baskaryan@users.noreply.github.com>
6 months ago
mackong e65dc4b95b
community[patch]: clean warning when delete by ids (#19301)
* Description: rearrange to avoid variable overwrite, which cause
warning always.
* Issue: N/A
* Dependencies: N/A
6 months ago
Stefano Mosconi 01fc69c191
community[patch]: expanding version in confluence loader (#19324)
**Description:**
Expanding version in all the Confluence API calls so to get when the
page was last modified/created in all cases.

**Issue:** #12812 
**Twitter handle:** zzste
6 months ago
Dmitry Tyumentsev 08b769d539
community[patch]: YandexGPT Use recent yandexcloud sdk version (#19341)
Fixed inability to work with [yandexcloud
SDK](https://pypi.org/project/yandexcloud/) version higher 0.265.0
6 months ago
Marlene f1313339ac
community[patch]: Fixing incorrect base URLs for Azure Cognitive Search Retriever (#19352)
This PR adds code to make sure that the correct base URL is being
created for the Azure Cognitive Search retriever. At the moment an
incorrect base URL is being generated. I think this is happening because
the original code was based on a depreciated API version. No
dependencies need to be added. I've also added more context to the test
doc strings.

I should also note that ACS is now Azure AI Search. I will open a
separate PR to make these changes as that would be a breaking change and
should potentially be discussed.

Twitter: @marlene_zw



- No new tests added, however the current ACS retriever tests are now
passing when I run them.
- Code was linted.

Co-authored-by: Bagatur <22008038+baskaryan@users.noreply.github.com>
6 months ago
FinTech秋田 03ba1d4731
community[patch]: Add Support for GPU Index Types in Milvus 2.4 (#19468)
- **Description:** This commit introduces support for the newly
available GPU index types introduced in Milvus 2.4 within the LangChain
project's `milvus.py`. With the release of Milvus 2.4, a range of
GPU-accelerated index types have been added, offering enhanced search
capabilities and performance optimizations for vector search operations.
This update ensures LangChain users can fully utilize the new
performance benefits for vector search operations.
    - Reference: https://milvus.io/docs/gpu_index.md

Co-authored-by: Bagatur <22008038+baskaryan@users.noreply.github.com>
6 months ago
Ash Vardanian d01bad5169
core[patch]: Convert SimSIMD back to NumPy (#19473)
This patch fixes the #18022 issue, converting the SimSIMD internal
zero-copy outputs to NumPy.

I've also noticed, that oftentimes `dtype=np.float32` conversion is used
before passing to SimSIMD. Which numeric types do LangChain users
generally care about? We support `float64`, `float32`, `float16`, and
`int8` for cosine distances and `float16` seems reasonable for
practically any kind of embeddings and any modern piece of hardware, so
we can change that part as well 🤗
6 months ago
Mikelarg dac2e0165a
community[minor]: Added GigaChat Embeddings support + updated previous GigaChat integration (#19516)
- **Description:** Added integration with
[GigaChat](https://developers.sber.ru/portal/products/gigachat)
embeddings. Also added support for extra fields in GigaChat LLM and
fixed docs.
6 months ago
Martin Kolb e5bdb26f76
community[patch]: More flexible handling for entity names in vector store "HANA Cloud" (#19523)
- **Description:** Added support for lower-case and mixed-case names
The names for tables and columns previouly had to be UPPER_CASE.
With this enhancement, also lower_case and MixedCase are supported,


  - **Issue:** N/A
  - **Dependencies:** no new dependecies added
  - **Twitter handle:** @sapopensource
6 months ago
Orest Xherija 0b1e09029f
openai[patch]: increase max batch size for Azure OpenAI Embeddings API (#19532)
**Description:** Azure OpenAI has increased its maximum batch size from
16 to 2048 for the Embeddings API per this How-To
[page](https://learn.microsoft.com/en-us/azure/ai-services/openai/how-to/embeddings?tabs=console#best-practices)

Co-authored-by: Bagatur <22008038+baskaryan@users.noreply.github.com>
6 months ago
Eugene Yurtsev 56f4c5459b
core[patch]: fix xml output parser transform (#19530)
Previous PR passed _parser attribute which apparently is not meant to be
used by user code and causes non deterministic failures on CI when
testing the transform and a transform methods. Reverting this change
temporarily.
6 months ago
Erick Friis e6952b04d5
cohere[patch]: fix release (#19529) 6 months ago
aditya thomas aa68fd7e91
core[runnables]: docstring for class runnable, method with_listeners() (#19515)
**Description:** Docstring for method with_listerners() of class
Runnable
**Issue:** [Add in code documentation to core Runnable methods
#18804](https://github.com/langchain-ai/langchain/issues/18804)
**Dependencies:** None
6 months ago
billytrend-cohere 63343b4987
cohere[patch]: add cohere as a partner package (#19049)
Description: adds support for langchain_cohere

---------

Co-authored-by: Harry M <127103098+harry-cohere@users.noreply.github.com>
Co-authored-by: Erick Friis <erick@langchain.dev>
6 months ago
Eugene Yurtsev 727d5023ce
core[patch]: Use defusedxml in XMLOutputParser (#19526)
This mitigates a security concern for users still using older versions of libexpat that causes an attacker to compromise the availability of the system if an attacker manages to surface malicious payload to this XMLParser.
6 months ago
Zachary Wilkins e1a6341940
langchain: Passthrough batch_size on index()/aindex() calls (#19443)
**Description:** This change passes through `batch_size` to
`add_documents()`/`aadd_documents()` on calls to `index()` and
`aindex()` such that the documents are processed in the expected batch
size.
**Issue:** #19415
**Dependencies:** N/A
**Twitter handle:** N/A
6 months ago
ccurme 82de8fd6c9
add kwargs (#19519)
`HanaDB.add_texts` is missing **kwargs.
6 months ago
Nikhil Kumar 3d3b46a782
docs: Update docs for `HuggingFacePipeline` (#19306)
Updated `HuggingFacePipeline` docs to be in sync with list of supported
tasks, including translation.

- [x] **PR title**: "community: Update docs for `HuggingFacePipeline`"
- 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**:
- **Description:** Update docs for `HuggingFacePipeline`, was earlier
missing `translation` as a valid task
    - **Issue:** N/A
    - **Dependencies:** N/A
    - **Twitter handle:** None


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


- [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/
6 months ago
Igor Muniz Soares 743f888580
community[minor]: Dappier chat model integration (#19370)
**Description:** 

This PR adds [Dappier](https://dappier.com/) for the chat model. It
supports generate, async generate, and batch functionalities. We added
unit and integration tests as well as a notebook with more details about
our chat model.


**Dependencies:** 
    No extra dependencies are needed.
6 months ago
Hugoberry 96dc180883
community[minor]: Add `DuckDB` as a vectorstore (#18916)
DuckDB has a cosine similarity function along list and array data types,
which can be used as a vector store.
- **Description:** The latest version of DuckDB features a cosine
similarity function, which can be used with its support for list or
array column types. This PR surfaces this functionality to langchain.
    - **Dependencies:** duckdb 0.10.0
    - **Twitter handle:** @igocrite

---------

Co-authored-by: Eugene Yurtsev <eyurtsev@gmail.com>
Co-authored-by: Bagatur <22008038+baskaryan@users.noreply.github.com>
6 months ago
preak95 6ea3e57a63
community[minor]: S3FileLoader to use expose mode and post_processors arguments of unstructured loader (#19270)
**Description:** Update s3_file.py to use arguments **mode** and
**post_processors** from the base class **UnstructuredBaseLoader** to
include more metadata about the files from the S3 bucket such as
*'page_number', 'languages'* etc.

**Issue:** NA
**Dependencies:** None
**Twitter handle:** preak95

---------

Co-authored-by: ccurme <chester.curme@gmail.com>
Co-authored-by: Bagatur <22008038+baskaryan@users.noreply.github.com>
6 months ago
Guangdong Liu 560e2182d8
docs: docstring Runnable `pipe` and `pick` methods (docs only) (#19395)
- **Issue:**  #18804
-  @eyurtsev @ccurme PTAL

---------

Co-authored-by: Bagatur <baskaryan@gmail.com>
Co-authored-by: Bagatur <22008038+baskaryan@users.noreply.github.com>
6 months ago
Christophe Bornet 63898dbda0
langchain[patch]: Use async memory in Chain when needed (#19429) 6 months ago
Erick Friis b617085af0
mistralai[patch]: streaming tool calls (#19469) 6 months ago
fengjial 3b52ee05d1
community[patch]: fix bugs in baiduvectordb as vectorstore (#19380)
fix small bugs in vectorstore/baiduvectordb
6 months ago
aditya thomas 515aab3312
community[patch]: invoke callback prior to yielding token (openai) (#19389)
**Description:** Invoke callback prior to yielding token for BaseOpenAI
& OpenAIChat
**Issue:** [Callback for on_llm_new_token should be invoked before the
token is yielded by the model
#16913](https://github.com/langchain-ai/langchain/issues/16913)
**Dependencies:** None
6 months ago
aditya thomas 49e932cd24
community[patch]: invoke callback prior to yielding token (fireworks) (#19388)
**Description:** Invoke callback prior to yielding token for Fireworks
**Issue:** [Callback for on_llm_new_token should be invoked before the
token is yielded by the model
#16913](https://github.com/langchain-ai/langchain/issues/16913)
**Dependencies:** None
6 months ago
aditya thomas 16ef88a87d
docs: moving FireworksEmbeddings documentation to docs folder (#19398)
**Description:** Moving FireworksEmbeddings documentation to the
location docs/integration/text_embedding/ from langchain_fireworks/docs/
**Issue:** FireworksEmbeddings documentation was not in the correct
location
**Dependencies:** None

---------

Co-authored-by: Bagatur <baskaryan@gmail.com>
6 months ago
Christophe Bornet 1b813fe6fe
langchain[patch]: Add async methods to VectorStoreRetrieverMemory (#19408) 6 months ago
Tarun Jain ef6d3d66d6
community[patch]: docarray requires hnsw installation (#19416)
I have a small dataset, and I tried to use docarray:
``DocArrayHnswSearch ``. But when I execute, it returns:

```bash
    raise ImportError(
ImportError: Could not import docarray python package. Please install it with `pip install "langchain[docarray]"`.
```

Instead of docarray it needs to be 

```bash
docarray[hnswlib]
```

Co-authored-by: Bagatur <22008038+baskaryan@users.noreply.github.com>
6 months ago
German Swan d4dc98a9f9
community[patch]: RecursiveUrlLoader: add base_url option (#19421)
RecursiveUrlLoader does not currently provide an option to set
`base_url` other than the `url`, though it uses a function with such an
option.
For example, this causes it unable to parse the
`https://python.langchain.com/docs`, as it returns the 404 page, and
`https://python.langchain.com/docs/get_started/introduction` has no
child routes to parse.
`base_url` allows setting the `https://python.langchain.com/docs` to
filter by, while the starting URL is anything inside, that contains
relevant links to continue crawling.
I understand that for this case, the docusaurus loader could be used,
but it's a common issue with many websites.

---------

Co-authored-by: Bagatur <22008038+baskaryan@users.noreply.github.com>
Co-authored-by: Bagatur <baskaryan@gmail.com>
6 months ago
Erick Friis e71daa7a03
openai[patch]: add test coverage to output (#19462) 6 months ago
igeni 4babefcb2f
cli[patch]: Modified regular expression (#19449)
- **Description:** Modified regular expression to add support for
unicode chars and simplify pattern

Co-authored-by: Bagatur <22008038+baskaryan@users.noreply.github.com>
6 months ago
Bagatur d93d49bc43
openai[patch]: tool use integration test (#19460) 6 months ago
Erick Friis a99e644913
openai[patch]: integration test structured output (#19459) 6 months ago
Erick Friis ac57123f40
openai[patch]: release 0.1.1 (#19458) 6 months ago
Luca Dorigo 47cfbe7522
openai[patch]: [URGENT REGRESSION FIX] Don't fail if tool message already doesn't contain name (#19435)
- [ ] **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.

---------

Co-authored-by: Bagatur <22008038+baskaryan@users.noreply.github.com>
Co-authored-by: Bagatur <baskaryan@gmail.com>
6 months ago
aditya thomas bc028294d0
docs: delete mistralai embeddings doc from incorrect location (#19432)
**Description:** Delete MistralAIEmbeddings usage document from folder
partners/mistralai/docs
**Issue:** The document is present in the folder docs/docs
**Dependencies:** None
6 months ago
Erick Friis 11e37943ed
mistralai[patch]: fix core version (#19454) 6 months ago
Erick Friis 3b093160c4
mistralai[patch]: release 0.1.0rc1 (#19453) 6 months ago
aditya thomas 4856a87261
community[patch]: invoke callback prior to yielding token (llama.cpp) (#19392)
**Description:** Invoke callback prior to yielding token for llama.cpp
**Issue:** [Callback for on_llm_new_token should be invoked before the
token is yielded by the model
#16913](https://github.com/langchain-ai/langchain/issues/16913)
**Dependencies:** None
6 months ago
ccurme c4599444ee
mistralai: update tool calling (#19451)
```python
from langchain.agents import tool
from langchain_mistralai import ChatMistralAI


llm = ChatMistralAI(model="mistral-large-latest", temperature=0)

@tool
def get_word_length(word: str) -> int:
    """Returns the length of a word."""
    return len(word)


tools = [get_word_length]
llm_with_tools = llm.bind_tools(tools)

llm_with_tools.invoke("how long is the word chrysanthemum")
```
currently raises
```
AttributeError: 'dict' object has no attribute 'model_dump'
```

Same with `.with_structured_output`
```python
from langchain_mistralai import ChatMistralAI
from langchain_core.pydantic_v1 import BaseModel

class AnswerWithJustification(BaseModel):
    """An answer to the user question along with justification for the answer."""
    answer: str
    justification: str

llm = ChatMistralAI(model="mistral-large-latest", temperature=0)
structured_llm = llm.with_structured_output(AnswerWithJustification)

structured_llm.invoke("What weighs more a pound of bricks or a pound of feathers")
```

This appears to fix.
6 months ago
ccurme 8a2528c34a
[langchain] fix OpenAIAssistantRunnable.create_assistant (#19081)
- **Description:** OpenAI assistants support some pre-built tools (e.g.,
`"retrieval"` and `"code_interpreter"`) and expect these as `{"type":
"code_interpreter"}`. This may have been upset by
https://github.com/langchain-ai/langchain/pull/18935
- **Issue:** https://github.com/langchain-ai/langchain/issues/19057
6 months ago
Harrison Chase b40c80007f
core[minor]: Add utility code to create tool examples (#18602)
Co-authored-by: Chester Curme <chester.curme@gmail.com>
6 months ago
Erick Friis 53ac1ebbbc
mistralai[minor]: 0.1.0rc0, remove mistral sdk (#19420) 6 months ago
William FH e980c14d6a
core[patch]: allow "placeholder" type in from_messages tuples (#19152)
Co-authored-by: Erick Friis <erick@langchain.dev>
6 months ago
billytrend-cohere f6bcd42421
community[patch]: Replace positional argument with text=text for cohere>=5 compatibility (#19407)
- **Description:** Replace positional argument with text=text for
cohere>=5 compatibility
6 months ago
enfeng b20c2640da
anthropic[patch]: update base_url of anthropic (#18634)
A small change ~

- [ ] **update base_url**: "package: langchain_anthropic"

---------

Co-authored-by: yangenfeng <yangenfeng@xiaoniangao.com>
Co-authored-by: Harrison Chase <hw.chase.17@gmail.com>
6 months ago
Erick Friis a9cda536ad
openai[patch]: fix core min version (#19366) 6 months ago
Erick Friis 0b20c098df
openai[patch]: fix name param (#19365) 6 months ago
Erick Friis f6c8700326
openai[patch]: release 0.1.0, message id and name support (#19363) 6 months ago
Bagatur 3fa711dce0
experimental[patch]: Release 0.0.55 (#19353) 6 months ago
Erick Friis 2bcd760c46
robocorp[patch]: run integration tests on release (#19358) 6 months ago
Erick Friis a031c183ae
robocorp[patch]: release 0.0.4 (#19357) 6 months ago
Bagatur d95ea3550e
langchain[patch]: Release 0.1.13 (#19351) 6 months ago
Bagatur b58b38769d
community[patch]: Release 0.0.29 (#19350) 6 months ago
Bagatur 5d220975fc
core[patch]: Release 0.1.33 (#19348) 6 months ago
Eugene Yurtsev aa9ccca775
langchain[patch]: Add tests for indexing (#19342)
This PR adds tests for the indexing API
6 months ago
William FH 68298cdc82
[Feat] Accept non-dict if only 1 prompt input variable (#19156)
For prompt templates with only 1 variable (common in e.g.,
MessageGraph), it's convenient to wrap the incoming object in the
variable before formatting.


The downside of this, of course, would be that some number of
invocations will successfully format when the user may have intended to
format it properly before
6 months ago
mackong d9396bdec1
langchain[patch]: add stop for various non-openai agents (#19333)
* Description: add stop for various non-openai agents.
* Issue: N/A
* Dependencies: N/A

---------

Co-authored-by: Eugene Yurtsev <eyurtsev@gmail.com>
6 months ago
Yudhajit Sinha 7d216ad1e1
community[patch]: Invoke callback prior to yielding token (titan_takeoff_pro) (#18624)
## PR title
community[patch]: Invoke callback prior to yielding token

## PR message
- Description: Invoke callback prior to yielding token in _stream_
method in llms/titan_takeoff_pro.
- Issue: #16913 
- Dependencies: None
6 months ago
Yudhajit Sinha 455a74486b
community[patch]: Invoke callback prior to yielding token (sparkllm) (#18625)
## PR title
community[patch]: Invoke callback prior to yielding token

## PR message
- Description: Invoke callback prior to yielding token in _stream_
method in llms/sparkllm.
- Issue: #16913 
- Dependencies: None
6 months ago
Yudhajit Sinha 5ac1860484
community[patch]: Invoke callback prior to yielding token (replicate) (#18626)
## PR title
community[patch]: Invoke callback prior to yielding token

## PR message
- Description: Invoke callback prior to yielding token in _stream_
method in llms/replicate.
- Issue: #16913 
- Dependencies: None
6 months ago
Yudhajit Sinha 9525e392de
community[patch]: Invoke callback prior to yielding token (pai_eas_endpoint) (#18627)
## PR title
community[patch]: Invoke callback prior to yielding token

## PR message
- Description: Invoke callback prior to yielding token in _stream_
method in llms/pai_eas_endpoint.
- Issue: #16913 
- Dependencies: None
6 months ago
Yudhajit Sinha 140f06e59a
community[patch]: Invoke callback prior to yielding token (openai) (#18628)
## PR title
community[patch]: Invoke callback prior to yielding token

## PR message
- Description: Invoke callback prior to yielding token in _stream_
method in llms/openai.
- Issue: #16913 
- Dependencies: None
6 months ago
Yudhajit Sinha 280a914920
community[patch]: Invoke callback prior to yielding token (ollama) (#18629)
## PR title
community[patch]: Invoke callback prior to yielding token

## PR message
- Description: Invoke callback prior to yielding token in _stream_ &
_astream_ methods in llms/ollama.
- Issue: #16913 
- Dependencies: None
6 months ago
Christophe Bornet 00614f332a
community[minor]: Add InMemoryVectorStore (#19326)
This is a basic VectorStore implementation using an in-memory dict to
store the documents.
It doesn't need any extra/optional dependency as it uses numpy which is
already a dependency of langchain.
This is useful for quick testing, demos, examples.
Also it allows to write vendor-neutral tutorials, guides, etc...
6 months ago
Devesh Rahatekar 3c4529ac69
core: Updated docstring for RunnablePick (#18832)
**Description:** : Updated the docstring for RunnablePick. Added
Overview and an Example for RunnablePick class.
   **Issue:** : #18803
6 months ago
Leonid Ganeline 8609afbd10
core[patch]: Update `messages` namespace to fix API reference docs (#19161)
Classes and functions defined in __init__.py are not parsed into the API
Reference.
For example:
- libs/core/langchain_core/messages/__init__.py : AnyMessage,
MessageLikeRepresentation, get_buffer_string(), messages_from_dict(),
...

Opinionated: __init__.py is not a typical place to define artifacts.

Moved artifacts from __init__ into utils.py. 
Added `MessageLikeRepresentation` to __all__ since it is used outside of
`messages`, for example, in
`libs/core/langchain_core/language_models/base.py`
Added `_message_from_dict` to __all__ since it is used outside of
`messages`(???) I would add `message_from_dict` (without underscore) as
an alias. Please, advise.
6 months ago
Christophe Bornet 4c2e887276
core: Simplify astream logic in BaseChatModel and BaseLLM (#19332)
Covered by tests in
`libs/core/tests/unit_tests/language_models/chat_models/test_base.py`,
`libs/core/tests/unit_tests/language_models/llms/test_base.py` and
`libs/core/tests/unit_tests/runnables/test_runnable_events.py`
6 months ago
Erick Friis 69e9610f62
openai[patch]: pass message name (#17537) 6 months ago
Guangdong Liu e5d7e455dc
splitters: Add ensure_ascii parameter (#18485)
- **Description:** Add ensure_ascii parameter
6 months ago
Nithish Raghunandanan 7ad0a3f2a7
community: add Couchbase Vector Store (#18994)
- **Description:** Added support for Couchbase Vector Search to
LangChain.
- **Dependencies:** couchbase>=4.1.12
- **Twitter handle:** @nithishr

---------

Co-authored-by: Nithish Raghunandanan <nithishr@users.noreply.github.com>
6 months ago
Chris Papademetrious 305d74c67a
core: implement a batch_size parameter for CacheBackedEmbeddings (#18070)
**Description:**

Currently, `CacheBackedEmbeddings` computes vectors for *all* uncached
documents before updating the store. This pull request updates the
embedding computation loop to compute embeddings in batches, updating
the store after each batch.

I noticed this when I tried `CacheBackedEmbeddings` on our 30k document
set and the cache directory hadn't appeared on disk after 30 minutes.

The motivation is to minimize compute/data loss when problems occur:

* If there is a transient embedding failure (e.g. a network outage at
the embedding endpoint triggers an exception), at least the completed
vectors are written to the store instead of being discarded.
* If there is an issue with the store (e.g. no write permissions), the
condition is detected early without computing (and discarding!) all the
vectors.

**Issue:**
Implements enhancement #18026.

**Testing:**
I was unable to run unit tests; details in [this
post](https://github.com/langchain-ai/langchain/discussions/15019#discussioncomment-8576684).

---------

Signed-off-by: chrispy <chrispy@synopsys.com>
Co-authored-by: Eugene Yurtsev <eyurtsev@gmail.com>
6 months ago
William FH 89af30807b
Permit function eval on llm data type (#19287) 6 months ago
Jib f8078e41e5
mongodb[patch]: Added scoring threshold to caching (#19286)
## Description
Semantic Cache can retrieve noisy information if the score threshold for
the value is too low. Adding the ability to set a `score_threshold` on
cache construction can allow for less noisy scores to appear.


- [x] **Add tests and docs**
  1. Added tests that confirm the `score_threshold` query is valid.


- [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: Erick Friis <erick@langchain.dev>
6 months ago
Christophe Bornet 30e4a35d7a
community: Use langchain-astradb for AstraDB caches (#18419)
- [x] Needs https://github.com/langchain-ai/langchain-datastax/pull/4
- [x] Needs a new release of langchain-astradb
6 months ago
Guangdong Liu 2c835baae4
code[patch]: Add in code documentation to core Runnable with_retry method (docs only) (#19192)
- **Description:** Add in code documentation to core Runnable with_retry
method (docs only)
- **Issue:** #18804 
@baskaryan @eyurtsev PTAL

---------

Co-authored-by: ccurme <chester.curme@gmail.com>
6 months ago
Eugene Yurtsev 4b3dd34544
core[patch]: Pass sync run manager for sync stream fallback in astream (#19280)
This PR patches the fallback in chat models and language models to pass
in the appropriate version of the run manager (sync vs. async)
6 months ago
Leonid Ganeline d314acb2d5
core[patch]: Move `globals` to a module instead of a package (non breaking change) (#19159)
Classes and functions defined in __init__.py are not parsed into the API
Reference.
For example: libs/core/langchain_core/globals/__init__.py :
`set_verbose` `get_llm_cache`, `set_llm_cache`, ...
And the whole `langchain_core.globals` namespace is not visible in the
API Reference. The refactoring is just file renaming.
6 months ago
Al-Ekram Elahee Hridoy 50f93d86ec
core[minor]: Enhance cache flexibility in BaseChatModel (#17386)
- **Description:** Enhanced the `BaseChatModel` to support an
`Optional[Union[bool, BaseCache]]` type for the `cache` attribute,
allowing for both boolean flags and custom cache implementations.
Implemented logic within chat model methods to utilize the provided
custom cache implementation effectively. This change aims to provide
more flexibility in caching strategies for chat models.
  - **Issue:** Implements enhancement request #17242.
- **Dependencies:** No additional dependencies required for this change.

---------

Co-authored-by: Eugene Yurtsev <eyurtsev@gmail.com>
6 months ago
Zihong ff31cc1648
experimental: update the notebook link of semantic chunk. (#19253)
update the notebook link of semantic chunk.
6 months ago
Frederico Wu f36418a5b0
langchain: creating assistants with file_ids (#19199)
Changing OpenAIAssistantRunnable.create_assistant to send the `file_ids`
parameter to openai.beta.assistants.create

Co-authored-by: Frederico Wu <fred.diaswu@coxautoinc.com>
6 months ago
Vittorio Rigamonti 9b2f9ee952
community: VectorStore Infinispan, adding autoconfiguration (#18967)
**Description**:
this PR enable VectorStore autoconfiguration for Infinispan: if
metadatas are only of basic types, protobuf
config will be automatically generated for the user.
6 months ago
Max Jakob 6f544a6a25
elasticsearch: check for deployed models (#18973)
When creating a new index, if we use a retrieval strategy that expects a
model to be deployed in Elasticsearch, check if a model with this name
is indeed deployed before creating an index. This lowers the probability
to get into a state in which an index was created with a faulty model
ID, which cannot be overwritten any more (the index has to manually be
deleted).
6 months ago
gonvee b82644078e
community: Add `keep_alive` parameter to control how long the model w… (#19005)
Add `keep_alive` parameter to control how long the model will stay
loaded into memory with Ollama。

---------

Co-authored-by: Bagatur <baskaryan@gmail.com>
6 months ago
Roshan Santhosh 7afecec280
core: update _rm_titles to account for title argument name bug (#19036)
Issue : For functions which have an argument with the name 'title', the
convert_pydantic_to_openai_function generates an incorrect output and
omits the argument all together. This is because the _rm_titles function
removes all instances of the the key 'title' from the output.



Description : Updates the _rm_titles function to check the presence of
the 'type' key as well before removing the 'title' key. As the title key
that we wish to omit always has a type key along with it.

Potential gap if there is a function defined which has both title and
key as argument names, in which case this would fail. Maybe we could set
a filter on the function argument names and reject those with keyword
argument names.


No dependencies. Passed all tests. 


- [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:** 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!


- [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.

---------

Co-authored-by: Eugene Yurtsev <eyurtsev@gmail.com>
6 months ago
Harrison Chase efcdf54edd
Josha91 fix docstring (#19249)
Co-authored-by: Josha van Houdt <josha.van.houdt@sap.com>
Co-authored-by: Bagatur <22008038+baskaryan@users.noreply.github.com>
6 months ago
Simon Stone 58c7687174
langchain: preserve document metadata in `FlashrankRerank` (#19148)
**Description:** Preserves document metadata in `FlashrankRerank`
    - **Issue:** #19142
    - **Dependencies:** None
    - **Twitter handle:** n/a

---------

Co-authored-by: Simon Stone <simon.stone@dartmouth.edu>
6 months ago
Aaron Jimenez bc648f6cfc
core: Updated docstring for Context class (#19079)
- **Description:** Improves the docstring for `class Context` by
providing an overview and an example.
- **Issue:** #18803
6 months ago
Taqi Jaffri 044bc22acc
Community: Add mistral oss model support to azureml endpoints, plus configurable timeout (#19123)
- **Description:** There was no formatter for mistral models for Azure
ML endpoints. Adding that, plus a configurable timeout (it was hard
coded before)
- **Dependencies:** none
- **Twitter handle:** @tjaffri @docugami
6 months ago
Kangmoon Seo 07de4abe70
core: Fix Exception handling in XMLOutputParser (#19126)
- **Description:** 
  - Exception handling in `XMLOutputParser`
1. Add Exception handling at `root = ET.fromstring(text)` // raises
`ET.ParseError`
    2. Fix Exception class (commonly uses in `BaseOutputParser` class)
  - AS-IS: raise `ValueError`, `ET.ParserError` without handling
    ```python
    # langchain_core/output_parsers/xml.py

        text = text.strip()
        if (text.startswith("<") or text.startswith("\n<")) and (
            text.endswith(">") or text.endswith(">\n")
        ):
            root = ET.fromstring(text)
            return self._root_to_dict(root)
        else:
            raise ValueError(f"Could not parse output: {text}")
    ```
  - TO-BE: raise `OutputParserException`
    ```python
    # langchain_core/output_parsers/xml.py

        text = text.strip()
        if (text.startswith("<") or text.startswith("\n<")) and (
            text.endswith(">") or text.endswith(">\n")
        ):
            try:
                root = ET.fromstring(text)
                return self._root_to_dict(root)

            except ET.ParseError:
raise OutputParserException(f"Could not parse output: {text}")

        else:
raise OutputParserException(f"Could not parse output: {text}")

    ``` 
- **Issue:** #19107  
- **Dependencies:** None
6 months ago
Hamza Muhammad Farooqi 24a0a4472a
Add docstrings for Clickhouse class methods (#19195)
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.


- [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.
6 months ago
Rohit Gupta 785f8ab174
[langchain_community] milvus vectorstores upsert: add **kwargs to make it use for other argument also (#19193)
add **kwargs in add_documents for upsert, to make it use for other
argument also.
Lets use this, it was unused as of now.

- [ ] **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.

Co-authored-by: Rohit Gupta <rohit.gupta2@walmart.com>
6 months ago
Cycle 77868b1974
experimental: add buffer_size hyperparameter to SemanticChunker as in source video (#19208)
add buffer_size hyperparameter which used in combine_sentences function
6 months ago
Shotaro Sano ca9c8c58ea
text-splitters, infra: fix `libs/langchain/dev.Dockerfile` so that the `text-splitter` directory is copied before poetry installation (#19214)
## Description
This PR modifies the settings in `libs/langchain/dev.Dockerfile` to
ensure that the `text-splitters` directory is copied before the poetry
installation process begins.

Without this modification, the `docker build` command fails for
`dev.Dockerfile`, preventing the setup of some development environments,
including `.devcontainer`.

## Bug Details

### Repro
Run the following command:

```bash
docker build -f libs/langchain/dev.Dockerfile .
```

### Current Behavior
The docker build command fails, raising the following error:

```
...
 => [langchain-dev-dependencies 4/5] COPY libs/community/ ../community/                                                                                0.4s
 => ERROR [langchain-dev-dependencies 5/5] RUN poetry install --no-interaction --no-ansi --with dev,test,docs                                          1.1s
------                                                                                                                                                      
 > [langchain-dev-dependencies 5/5] RUN poetry install --no-interaction --no-ansi --with dev,test,docs:
#13 0.970 
#13 0.970 Directory ../text-splitters does not exist
------
executor failed running [/bin/sh -c poetry install --no-interaction --no-ansi --with dev,test,docs]: exit code: 1
```

### Expected Behavior
The `docker build` command successfully completes without the poetry
error.

### Analysis
The error occurs because the `text-splitters` directory is not copied
into the build environment, unlike the other packages under the `libs`
directory. I suspect that the `COPY` setting was overlooked since
`text-splitters` was separated in a recent PR.

## Fix
Add the following lines to the `libs/langchain/dev.Dockerfile`:

```dockerfile
# Copy the text-splitters library for installation
COPY libs/text-splitters/ ../text-splitters/
```
6 months ago
Guangdong Liu c3310c5e7f
community: Fix Milvus got multiple values for keyword argument 'timeout' (#19232)
- **Description:** Fix Milvus got multiple values for keyword argument
'timeout'
- **Issue:**  fix #18580
- @baskaryan @eyurtsev PTAL
6 months ago
Erick Friis 95904fe443
langchain[patch]: update base imports to core (#19248)
still deprecated, but was misleading before
6 months ago
Asaf Joseph Gardin 21c45475c5
ai21[patch]: AI21 Labs bump SDK version (#19114)
Description: Added support AI21 SDK version 2.1.2
Twitter handle: https://github.com/AI21Labs

---------

Co-authored-by: Asaf Gardin <asafg@ai21.com>
Co-authored-by: Erick Friis <erick@langchain.dev>
6 months ago
Jib 516cc44b3f
langchain-mongodb: [test-fix] add explicit index_name setting on test vector creation (#19245)
- **Description:** Tests fail to do value lookup because it does not
specify the index name
  - **Issue:** the issue # Failing integration test
 

- [x] **Add tests and docs**: Tests now pass


- [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/
6 months ago
William FH 780337488e
[Enhancement] Add support for directly providing a run_id (#18990)
The root run id (~trace id's) is useful for assigning feedback, but the
current recommended approach is to use callbacks to retrieve it, which
has some drawbacks:
1. Doesn't work for streaming until after the first event
2. Doesn't let you call other endpoints with the same trace ID in
parallel (since you have to wait until the call is completed/started to
use

This PR lets you provide = "run_id" in the runnable config.

Couple considerations:

1. For batch calls, we split the trace up into separate trees (to permit
better rendering). We keep the provided run ID for the first one and
generate a unique one for other elements of the batch.
2. For nested calls, the provided ID is ONLY used on the top root/trace.



### Example Usage


```
chain.invoke("foo", {"run_id": uuid.uuid4()})
```
6 months ago
Jacob Lee bd329e9aad
core[patch]: Add LLM output to message response_metadata (#19158)
This will more easily expose token usage information.

CC @baskaryan

---------

Co-authored-by: Bagatur <baskaryan@gmail.com>
6 months ago
Erick Friis 6fa1438334
mongodb[patch]: release 0.1.2 (#19243) 6 months ago
Leonid Ganeline 7de1d9acfd
community: `llms` imports fixes (#18943)
Classes are missed in  __all__  and in different places of __init__.py
- BaichuanLLM 
- ChatDatabricks
- ChatMlflow
- Llamafile
- Mlflow
- Together
Added classes to __all__. I also sorted __all__ list.

---------

Co-authored-by: Erick Friis <erick@langchain.dev>
6 months ago
Kenzie Mihardja 21f75991d4
deprecate community docugami loader (#19230)
Thank you for contributing to LangChain!

- [x] **PR title**: "community: deprecate DocugamiLoader"

- [x] **PR message**: Deprecate the langchain_community and use the
docugami_langchain DocugamiLoader

---------

Co-authored-by: Kenzie Mihardja <kenzie28@cs.washington.edu>
6 months ago
Jib ec026004cb
mongodb[patch]: Remove in-memory cache from cache abstractions (#18987)
## Description
* In memory cache easily gets out of sync with the server cache, so we
will remove it entirely to reduce the issues around invalidated caches.

## Dependencies
None

- [x]  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: Erick Friis <erick@langchain.dev>
6 months ago
Jib 866d6408af
mongodb[patch]: Remove embedding retrieval from mongodb payload (#19035)
## Description
Returning the embedding is not necessary in the vector search
functionality unless specified as a debugging step. This change defaults
the behavior such that the server _only_ returns the embedding key if
explicitly requested, such as in the case of
`max_marginal_relevance_search`.


- [x] **Add tests and docs**: If you're adding a new integration, please
include
* Added `test_from_documents_no_embedding_return`


- [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: Erick Friis <erick@langchain.dev>
6 months ago
Leonid Kuligin 366ba77459
core[minor]: moved fake llms and embeddings to core (#19226)
- [ ] **PR title**: "core: moved fake llms and embeddings to core"


- [ ] **PR message**:
 - **Description:** moved fake llms and embeddings to core"
6 months ago
Pengfei Jiang 514fe80778
community[patch]: add stop parameter support to volcengine maas (#19052)
- **Description:** add stop parameter to volcengine maas model
- **Dependencies:** no

---------

Co-authored-by: 江鹏飞 <jiangpengfei.jiangpf@bytedance.com>
6 months ago
htaoruan bcc771e37c
docs: ChatTongyi example error (#19013) 6 months ago
primate88 5aa68936e0
community: Fix import path for StreamingStdOutCallbackHandler example (#19170)
- Description:
- Updated the import path for `StreamingStdOutCallbackHandler` in the
streaming response example within `huggingface_endpoint.py`. This change
corrects the import statement to reflect the actual location of
`StreamingStdOutCallbackHandler` in
`langchain_core.callbacks.streaming_stdout`.
- Issue:
  - None
- Dependencies:
  - No additional dependencies are required for this change.
- Twitter handle:
  - None

## Note:
I have tested this change locally and confirmed that the
`StreamingStdOutCallbackHandler` works as expected with the updated
import path. This PR does not require the addition of new tests since it
is a correction to documentation/examples rather than functional code.
6 months ago
Bagatur 611d5a1618
openai[patch]: fix async http client (#19164)
Fix #19116
6 months ago
Nikhil Kumar 635b3372bd
community[minor]: Add support for translation in HuggingFacePipeline (#19190)
- [x] **Support for translation**: "community: Add support for
translation in `HuggingFacePipeline`"


- [x] **Add support for translation in `HuggingFacePipeline`**:
- **Description:** Add support for translation in `HuggingFacePipeline`,
which earlier used to support only text summarization and generation.
    - **Issue:** N/A
    - **Dependencies:** N/A
    - **Twitter handle:** None
6 months ago
Nikhil Kumar a1b26dd9b6
docs: Add docs for RouterRunnable (#19191)
- [x] **Docs for `RouterRunnable`**: core: Add docs for `RouterRunnable`

- [x] **Add docs for `RouterRunnable`**:
- **Description:** Add docs for `RouterRunnable`, which was previously
missing documentation
    - **Issue:** #18803 
    - **Dependencies:** N/A
    - **Twitter handle:** None
6 months ago
k.muto 8d2c34e655
community: Fix all page numbers were the same for _BaseGoogleVertexAISearchRetriever (#19175)
- Description:
- This pull request is to fix a bug where page numbers were not set
correctly. In the current code, all chunks share the same metadata
object doc_metadata, so the page number is set with the same value for
all documents. To fix this, I changed to using separate metadata objects
for each chunk.
- Issue:
  - None
- Dependencies:
  - No additional dependencies are required for this change.
- Twitter handle:
  - @eycjur

- Test
- Even if it's not a bug, there are cases where everything ends up with
the same number of pages, so it's very difficult for me to write
integration tests.
6 months ago
Cailin Wang 7cd87d2f6a
community: Add `partition` parameter to DashVector (#19023)
**Description**: DashVector Add partition parameter
**Twitter handle**: @CailinWang_

---------

Co-authored-by: root <root@Bluedot-AI>
6 months ago
Rodrigo Nogueira e64cf1aba4
community: Add model argument for maritalk models and better error handling (#19187) 6 months ago
Sergey Kozlov 1a55e950aa
community[patch]: support fastembed v1 and v2 (#19125)
**Description:**
#18040 forces `fastembed>2.0`, and this causes dependency conflicts with
the new `unstructured` package (different `onnxruntime`). There may be
other dependency conflicts.. The only way to use
`langchain-community>=0.0.28` is rollback to `unstructured 0.10.X`. But
new `unstructured` contains many fixes.

This PR allows to use both `fastembed` `v1` and `v2`.

How to reproduce:

`pyproject.toml`:
```toml
[tool.poetry]
name = "depstest"
version = "0.0.0"
description = "test"
authors = ["<dev@example.org>"]

[tool.poetry.dependencies]
python = ">=3.10,<3.12"
langchain-community = "^0.0.28"
fastembed = "^0.2.0"
unstructured = {extras = ["pdf"], version = "^0.12"}
```

```bash
$ poetry lock
```

Co-authored-by: Sergey Kozlov <sergey.kozlov@ludditelabs.io>
6 months ago
six17 fd4f536c77
text-splitters[patch]: fix json split of RecursiveJsonSplitter (#19119)
- **Description:** This modification addresses the issue of mutable
default parameters in functions. In the original code, the `chunks`
parameter is defaulted to a list containing an empty dictionary, which
is mutable. Since default parameters in Python are evaluated only once
at function definition time, modifications to the parameter would
persist across future calls. By changing the default to `None` and
checking/initializing within the function, a new list is created for
each call, thus avoiding potential issues.

---------

Co-authored-by: sixiang <sixiang@lixiang.com>
Co-authored-by: Bagatur <baskaryan@gmail.com>
6 months ago
aditya thomas 80eb510a7b
docs: update docstring of Together class (#19008)
**Description:** Update docstring of Together class to show example and
update API URL
**Issue:** Improves usability
**Dependencies:** None
**Lint and test**: `make format`, `make lint` and `make test` were run
6 months ago
高远 ef9813dae6
docs: add vikingdb docstrings(#19016)
Co-authored-by: gaoyuan <gaoyuan.20001218@bytedance.com>
6 months ago
wulixuan 0e0030f494
community[patch]: fix yuan2 chat model errors while invoke. (#19015)
1. fix yuan2 chat model errors while invoke.
2. update related tests.
3. fix some deprecationWarning.
6 months ago
Shuai Liu c244e1a50b
community[patch]: Fixed bug in merging `generation_info` during chunk concatenation in Tongyi and ChatTongyi (#19014)
- **Description:** 

In #16218 , during the `GenerationChunk` and `ChatGenerationChunk`
concatenation, the `generation_info` merging changed from simple keys &
values replacement to using the util method
[`merge_dicts`](https://github.com/langchain-ai/langchain/blob/master/libs/core/langchain_core/utils/_merge.py):


![image](https://github.com/langchain-ai/langchain/assets/2098020/10f315bf-7fe0-43a7-a0ce-6a3834b99a15)

The `merge_dicts` method could not handle merging values of `int` or
some other types, and would raise a
[`TypeError`](https://github.com/langchain-ai/langchain/blob/master/libs/core/langchain_core/utils/_merge.py#L55).

This PR fixes this issue in the **Tongyi and ChatTongyi Model** by
adopting the `generation_info` of the last chunk
and discarding the `generation_info` of the intermediate chunks,
ensuring that `stream` and `astream` function correctly.

- **Issue:**  
    - Related issues or PRs about Tongyi & ChatTongyi: #16605, #17105 
    - Other models or cases: #18441, #17376
- **Dependencies:** No new dependencies
6 months ago
Christophe Bornet f2a7dda4bd
community[patch]: Use langchain-astradb for AstraDB doc loader (#19071)
Co-authored-by: Bagatur <baskaryan@gmail.com>
Co-authored-by: Bagatur <22008038+baskaryan@users.noreply.github.com>
6 months ago
Holt Skinner cee03630d9
community[patch]: Add Blended Search Support to `GoogleVertexAISearchRetriever` (#19082)
https://cloud.google.com/generative-ai-app-builder/docs/create-data-store-es#multi-data-stores

---------

Co-authored-by: Bagatur <22008038+baskaryan@users.noreply.github.com>
6 months ago
Eugene Yurtsev 0ddfe7fc9d
langchain[patch]: make hub work with older langchainhub versions (#19076)
Make it work with older clients
6 months ago
case-k ebc4a64f9e
docs: fix databricks document url (#19096)
Co-authored-by: Bagatur <22008038+baskaryan@users.noreply.github.com>
6 months ago
Guangdong Liu 4468e5bdbe
docs: Add in code documentation to core Runnable with_fallbacks method (docs only) (#19104)
- Description: [a description of the change] Add in code documentation
to core Runnable with_fallbacks method (docs only)
- Issue: the issue #18804 
@eyurtsev PTAL
6 months ago
Guangdong Liu cced3eb9bc
community[patch]: Fix sparkllm embeddings api bug. (#19122)
- **Description:** Fix sparkllm embeddings api bug.
@baskaryan PTAL
6 months ago
kaijietti c20aeef79a
community[patch]: implement qdrant _aembed_query and use it in other async funcs (#19155)
`amax_marginal_relevance_search ` and `asimilarity_search_with_score `
should use an async version of `_embed_query `.
6 months ago
Barun Amalkumar Halder 34d6f0557d
community[patch] : publishes duration as milliseconds to Fiddler (#19166)
**Description:** Many LLM steps complete in sub-second duration, which
can lead to non-collection of duration field for Fiddler. This PR
updates duration from seconds to milliseconds.
**Issue:** [INTERNAL] FDL-17568
**Dependencies:** NA
**Twitter handle:** behalder

Co-authored-by: Barun Halder <barun@fiddler.ai>
6 months ago
Eugene Yurtsev 745d2476a2
langchain: upgrade mypy (#19163)
Update mypy in langchain
6 months ago
Maxime Perrin aa785fa6ec
core[minor]: allow LLMs async streaming to fallback on sync streaming (#18960)
- **Description:** Handling fallbacks when calling async streaming for a
LLM that doesn't support it.
- **Issue:** #18920 
- **Twitter handle:**@maximeperrin_

---------

Co-authored-by: Maxime Perrin <mperrin@doing.fr>
6 months ago
Barun Amalkumar Halder b551d49cf5
community[patch] : adds feedback and status for Fiddler callback handler events (#19157)
**Description:** This PR adds updates the fiddler events schema to also
pass user feedback, and llm status to fiddler
   **Tickets:** [INTERNAL] FDL-17559 
   **Dependencies:**  NA
   **Twitter handle:** behalder

Co-authored-by: Barun Halder <barun@fiddler.ai>
6 months ago
Juan Felipe Arias f5b9aedc48
community[patch]: add args_schema to sql_database tools for langGraph integration (#18595)
- **Description:** This modification adds pydantic input definition for
sql_database tools. This helps for function calling capability in
LangGraph. Since actions nodes will usually check for the args_schema
attribute on tools, This update should make these tools compatible with
it (only implemented on the InfoSQLDatabaseTool)
  - **Issue:** N/A
  - **Dependencies:** N/A
  - **Twitter handle:** juanfe8881
6 months ago
fengjial c922ea36cb
community[minor]: Add Baidu VectorDB as vector store (#17997)
Co-authored-by: fengjialin <fengjialin@MacBook-Pro.local>
6 months ago
Erick Friis 781aee0068
community, langchain, infra: revert store extended test deps outside of poetry (#19153)
Reverts langchain-ai/langchain#18995

Because it makes installing dependencies in python 3.11 extended testing
take 80 minutes
6 months ago
Erick Friis 9e569d85a4
community, langchain, infra: store extended test deps outside of poetry (#18995)
poetry can't reliably handle resolving the number of optional "extended
test" dependencies we have. If we instead just rely on pip to install
extended test deps in CI, this isn't an issue.
6 months ago
Bagatur 191ddbc77e
core[patch]: rc release 0.1.33-rc.1 (#19103) 6 months ago
Nuno Campos 508f75853c
core[patch]: Change structured prompt lc id to match js (#19099) 6 months ago
Erick Friis 7ce81eb6f4
voyageai[patch]: init package (#19098)
Co-authored-by: fodizoltan <zoltan@conway.expert>
Co-authored-by: Yujie Qian <thomasq0809@gmail.com>
Co-authored-by: fzowl <160063452+fzowl@users.noreply.github.com>
6 months ago
Asaf Joseph Gardin 4d7f6fa968
ai21[patch]: AI21 Labs Batch Support in Embeddings (#18633)
Description: Added support for batching when using AI21 Embeddings model
Twitter handle: https://github.com/AI21Labs

---------

Co-authored-by: Asaf Gardin <asafg@ai21.com>
Co-authored-by: Erick Friis <erick@langchain.dev>
6 months ago
Erick Friis d5cf360329
ibm[patch]: release 0.1.3 (#19094) 6 months ago
Mateusz Szewczyk b15d150d22
ibm[patch]: add async tests, add tokenize support (#18898)
- **Description:** add async tests, add tokenize support
- **Dependencies:**
[ibm-watsonx-ai](https://pypi.org/project/ibm-watsonx-ai/),
  - **Tag maintainer:** 

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

---------

Co-authored-by: Erick Friis <erick@langchain.dev>
6 months ago
billytrend-cohere 7253b816cc
community: Add support for cohere SDK v5 (keeps v4 backwards compatibility) (#19084)
- **Description:** Add support for cohere SDK v5 (keeps v4 backwards
compatibility)

---------

Co-authored-by: Erick Friis <erick@langchain.dev>
6 months ago
Eugene Yurtsev 06165efb5b
core[patch]: RunnablePassthrough transform to autoupgrade to AddableDict (#19051)
Follow up on https://github.com/langchain-ai/langchain/pull/18743 which
missed RunnablePassthrough

Issues:

https://github.com/langchain-ai/langchain/issues/18741
https://github.com/langchain-ai/langgraph/issues/136
https://github.com/langchain-ai/langserve/issues/504
6 months ago
Eugene Yurtsev 6cdca4355d
community[minor]: Revamp PGVector Filtering (#18992)
This PR makes the following updates in the pgvector database:

1. Use JSONB field for metadata instead of JSON
2. Update operator syntax to include required `$` prefix before the
operators (otherwise there will be name collisions with fields)
3. The change is non-breaking, old functionality is still the default,
but it will emit a deprecation warning
4. Previous functionality has bugs associated with comparisons due to
casting to text (so lexical ordering is used incorrectly for numeric
fields)
5. Adds an a GIN index on the JSONB field for more efficient querying
6 months ago
Guangdong Liu d4b025c812
code[patch]: Add in code documentation to core Runnable assign method (docs only) (#18951)
**PR message**: ***Delete this entire checklist*** and replace with
- **Description:** [a description of the change](docs: Add in code
documentation to core Runnable assign method)
    - **Issue:** the issue  #18804
6 months ago
Bagatur 573f48e34d
core[patch]: Release 0.1.32 (#19088) 6 months ago
YHW 69a8ef2693
core: Runnable pass kwargs to _astream_log_implementation in astream_log (#19055)
- **Description:** When calling the `_stream_log_implementation` from
the `astream_log` method in the `Runnable` class, it is not handing over
the `kwargs` argument. Therefore, even if i want to customize APIHandler
and implement additional features with additional arguments, it is not
possible. Conversely, the `astream_events` method normally handing over
the `kwargs` argument.
- **Issue:** https://github.com/langchain-ai/langchain/issues/19054
- **Dependencies:**
- **Twitter handle:** if your PR gets announced, and you'd like a
mention, we'll gladly shout you out!

Co-authored-by: hyungwookyang <hyungwookyang@worksmobile.com>
6 months ago
Nuno Campos 751fb7de20
Add new beta StructuredPrompt (#19080)
Thank you for contributing to LangChain!

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


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


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


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

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

If no one reviews your PR within a few days, please @-mention one of
baskaryan, efriis, eyurtsev, hwchase17.
6 months ago
Anton Parkhomenko ae73b9d839
community[patch]: Fix NotionDBLoader 400 Error by conditionally adding filter parameter (#19075)
- **Description:** This change fixes a bug where attempts to load data
from Notion using the NotionDBLoader resulted in a 400 Bad Request
error. The issue was traced to the unconditional addition of an empty
'filter' object in the request payload, which Notion's API does not
accept. The modification ensures that the 'filter' object is only
included in the payload when it is explicitly provided and not empty,
thus preventing the 400 error from occurring.
- **Issue:** Fixes
[#18009](https://github.com/langchain-ai/langchain/issues/18009)
- **Dependencies:** None
- **Twitter handle:** @gunnzolder

Co-authored-by: Anton Parkhomenko <anton@merge.rocks>
6 months ago
Nuno Campos 2b7c3c548d
core[minor]: Add Runnable.batch_as_completed (#17603)
This PR adds `batch as completed` method to the standard Runnable
interface. It takes in a list of inputs and yields the corresponding
outputs as the inputs are completed.
6 months ago
Erick Friis 74b2c0aa01
templates, cli: more security deps (#19006) 6 months ago
Erick Friis 2ffb2144a6
experimental[patch]: release 0.0.54 (#19000) 6 months ago
Erick Friis 873d06c009
langchain[patch]: release 0.1.12 (#18999) 6 months ago
Leonid Ganeline 9c8523b529
community[patch]: flattening imports 3 (#18939)
@eyurtsev
6 months ago
Erick Friis af50f21765
community[patch]: release 0.0.28 (#18993) 6 months ago
Erick Friis 4881bb669c
core[patch]: release 0.1.31 (#18989) 6 months ago
Erick Friis a29e8d8594
elasticsearch[patch]: fix integration tests for release (#18980) 6 months ago
Erick Friis 0d1f6c417c
elasticsearch[patch]: release 0.1.1 (#18978) 6 months ago
Max Jakob 911ccf9aa6
docs: elasticsearch retriever (#18965)
Add documentation notebook for `ElasticsearchRetriever`.

## Dependencies
- [ ] Release new `langchain-elasticsearch` version 0.2.0 that includes
`ElasticsearchRetriever`
6 months ago
Dobiichi-Origami 471f2ed40a
community[patch]: re-arrange the addtional_kwargs of returned qianfan structure to avoid _merge_dict issue (#18889)
fix issue: https://github.com/langchain-ai/langchain/issues/18441
PTAL, thanks
@baskaryan, @efriis, @eyurtsev, @hwchase17.

---------

Co-authored-by: Bagatur <baskaryan@gmail.com>
Co-authored-by: Bagatur <22008038+baskaryan@users.noreply.github.com>
6 months ago
Naman Jain 75122646b5
core[patch]: fixed circular dependency with json schema (#18657)
**Description:** Circular dependencies when parsing references leading
to `RecursionError: maximum recursion depth exceeded` issue. This PR
address the issue by handling previously seen refs as in any typical DFS
to avoid infinite depths.

**Issue:** https://github.com/langchain-ai/langchain/issues/12163

 **Twitter handle:** https://twitter.com/theBhulawat 


- [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 <baskaryan@gmail.com>
Co-authored-by: Bagatur <22008038+baskaryan@users.noreply.github.com>
6 months ago
Tymofii 0bec1f6877
commnity[patch]: refactor code for faiss vectorstore, update faiss vectorstore documentation (#18092)
**Description:** Refactor code of FAISS vectorcstore and update the
related documentation.
Details: 
 - replace `.format()` with f-strings for strings formatting;
- refactor definition of a filtering function to make code more readable
and more flexible;
- slightly improve efficiency of
`max_marginal_relevance_search_with_score_by_vector` method by removing
unnecessary looping over the same elements;
- slightly improve efficiency of `delete` method by using set data
structure for checking if the element was already deleted;

**Issue:** fix small inconsistency in the documentation (the old example
was incorrect and unappliable to faiss vectorstore)

**Dependencies:** basic langchain-community dependencies and `faiss`
(for CPU or for GPU)

**Twitter handle:** antonenkodev
6 months ago
Roshan Santhosh acf1ecc081
langchain[patch]: update llm_router.py (#18865)
Issue : _call method of LLMRouterChain uses predict_and_parse, which is
slated for deprecation.

Description : Instead of using predict_and_parse, this replaces it with
individual predict and parse functions.
6 months ago
Bagatur 18de77cc8c
core[minor]: add streaming support to OAI tool parsers (#18940)
Co-authored-by: Erick Friis <erick@langchain.dev>
6 months ago
Bagatur e0e688a277
core[minor]: generation info on msg (#18592)
related to #16403 #17188
6 months ago
Tomaz Bratanic cda43c5a11
experimental[patch]: Fix LLM graph transformer default prompt (#18856)
Some LLMs do not allow multiple user messages in sequence.
6 months ago
Bagatur 19721246f5
core[patch]: support labeled json schema as tools (#18935) 6 months ago
Erick Friis 0d888a65cb
core[patch]: move some attr/methods to BaseLanguageModel (#18936)
Cleans up some shared code between `BaseLLM` and `BaseChatModel`. One
functional difference to make it more consistent (see comment)
6 months ago
aditya thomas 5c2f7e6b2b
partners[openai]: update the docstring of OpenAI, OpenAIEmbeddings and ChatOpenAI classes (#18908)
**Description:** Update the docstring of OpenAI, OpenAIEmbeddings and
ChatOpenAI classes
**Issue:** Update import module paths to the current LangChain API
**Dependencies:** None
**Lint and test**: `make format` and `make lint` were run

This incorporates the review comments from langchain-ai/langchain#18637
which I closed due to an issue I had in updating that pr branch

---------

Co-authored-by: Erick Friis <erick@langchain.dev>
6 months ago
Leonid Ganeline 11195cfa42
community[patch]: speed up import times in the community package (#18928)
This PR speeds up import times in the community package
6 months ago
aditya thomas 8544f748f2
community[patch]: update AnthropicLLM deprecation message (#18869)
**Description:** Update AnthropicLLM deprecation message import path for
ChatAnthropic
**Issue:** Incorrect import path in deprecation message
**Dependencies:** None
**Lint and test**: `make format`, `make lint` and `make test` were run
6 months ago
Virat Singh cafffe8a21
community: Add PolygonAggregates tool (#18882)
**Description:**
In this PR, I am adding a `PolygonAggregates` tool, which can be used to
get historical stock price data (called aggregates by Polygon) for a
given ticker.

Polygon
[docs](https://polygon.io/docs/stocks/get_v2_aggs_ticker__stocksticker__range__multiplier___timespan___from___to)
for this endpoint.

**Twitter**: 
[@virattt](https://twitter.com/virattt)
6 months ago
Erick Friis 93ef8ead0b
mongodb[patch]: fix core dep (#18926) 6 months ago
Mohammad Mohtashim 43db4cd20e
core[major]: On Tool End Observation Casting Fix (#18798)
This PR updates the on_tool_end handlers to return the raw output from the tool instead of casting it to a string. 

This is technically a breaking change, though it's impact is expected to be somewhat minimal. It will fix behavior in `astream_events` as well.

Fixes the following issue #18760 raised by @eyurtsev

---------

Co-authored-by: Eugene Yurtsev <eyurtsev@gmail.com>
6 months ago
Massimiliano Pronesti 8113d612bb
community[patch]: support modin document loader (#18866)
Langchain community document loaders support `pyspark`, `polars`, and
`pandas` dataframes but not `modin`'s. This PR addresses this point.
6 months ago
Pol Ruiz Farre a7f63d8cb4
community[patch]: Fix BasePDFLoader suffix for s3 presigned urls (#18844)
BasePDFLoader doesn't parse the suffix of the file correctly when
parsing S3 presigned urls. This fix enables the proper detection and
parsing of S3 presigned URLs to prevent errors such as `OSError: [Errno
36] File name too long`.
No additional dependencies required.
6 months ago
Joshua Carroll ddaf9de169
community: Fix bug with StreamlitChatMessageHistory (#18834)
- **Description:** Fix Streamlit bug which was introduced by
https://github.com/langchain-ai/langchain/pull/18250, update integration
test
- **Issue:** https://github.com/langchain-ai/langchain/issues/18684
- **Dependencies:** None
6 months ago
Tomaz Bratanic a28be31a96
Switch to md5 for deduplication in neo4j integrations (#18846)
Deduplicate documents using MD5 of the page_content. Also allows for
custom deduplication with graph ingestion method by providing metadata
id attribute

---------

Co-authored-by: Harrison Chase <hw.chase.17@gmail.com>
6 months ago
Tomaz Bratanic 246724faab
LLM graph transformer prompt engineering (#18843)
A bit of prompt engineering to improve results
6 months ago
Erick Friis b48865bf94
langchain[patch]: attach hub metadata (#18830) 6 months ago
Ammar 34b31a8cc7
core: add in-code docs for RunnableAssign class (#18826)
**Description:** Improves the docstring for `RunnableAssign` by
providing a concise description and a self-contained code example.
  **Issue:**  #18803
6 months ago
Leonid Ganeline 476d6dc596
community[patch]: Use getattr for `toolkits` imports (#18825)
This will preserve the namespace, without actually loading the underlying packages on init.
6 months ago
Erick Friis bbb609ac9d
core[patch]: fix arbitrary config keys (#18827) 6 months ago
Luis Antonio Vieira Junior 67c880af74
community[patch]: adding linearization config to AmazonTextractPDFLoader (#17489)
- **Description:** Adding an optional parameter `linearization_config`
to the `AmazonTextractPDFLoader` so the caller can define how the output
will be linearized, instead of forcing a predefined set of linearization
configs. It will still have a default configuration as this will be an
optional parameter.
- **Issue:** #17457
- **Dependencies:** The same ones that already exist for
`AmazonTextractPDFLoader`
- **Twitter handle:** [@lvieirajr19](https://twitter.com/lvieirajr19)

---------

Co-authored-by: Bagatur <baskaryan@gmail.com>
6 months ago
Anis ZAKARI 37e89ba5b1
community[patch]: Bedrock add support for mistral models (#18756)
*Description**: My previous
[PR](https://github.com/langchain-ai/langchain/pull/18521) was
mistakenly closed, so I am reopening this one. Context: AWS released two
Mistral models on Bedrock last Friday (March 1, 2024). This PR includes
some code adjustments to ensure their compatibility with the Bedrock
class.

---------

Co-authored-by: Anis ZAKARI <anis.zakari@hymaia.com>
Co-authored-by: Erick Friis <erick@langchain.dev>
6 months ago