Commit Graph

2247 Commits (e6f0cee896592b25523f00a726f731538f704802)

Author SHA1 Message Date
Yves Zumbühl 9c0ad0cebb
langchain[patch]: Improve HyDe with custom prompts and ability to supply the run_manager (#14016)
- **Description:** The class allows to only select between a few
predefined prompts from the paper. That is not ideal, since other use
cases might need a custom prompt. The changes made allow for this. To be
able to monitor those, I also added functionality to supply a custom
run_manager.
  - **Issue:** no issue, but a new feature,
  - **Dependencies:** none,
  - **Tag maintainer:** @hwchase17,
  - **Twitter handle:** @yvesloy

---------

Co-authored-by: Bagatur <baskaryan@gmail.com>
10 months ago
Chad Norvell 1c4bfb8c5f
langchain[patch]: Mathpix PDF loader supports arbitrary extra params (#13950)
- **Description:** Support providing whatever extra parameters you want
to the Mathpix PDF loader API request.
  - **Issue:** #12773
  - **Dependencies:** None

---------

Co-authored-by: Bagatur <baskaryan@gmail.com>
10 months ago
Unai Garay Maestre 9e2ae866c4
langchain[patch]: Adds progress bar to GooglePalmEmbeddings (#13812)
- **Description:** Adds a tqdm progress bar to GooglePalmEmbeddings when
embedding a list.
  - **Issue:** #13637
  - **Dependencies:** TQDM as a main dependency (instead of extra)


Signed-off-by: ugm2 <unaigaraymaestre@gmail.com>

---------

Signed-off-by: ugm2 <unaigaraymaestre@gmail.com>
Co-authored-by: Harrison Chase <hw.chase.17@gmail.com>
10 months ago
David Norman a578076aea
Mask api key for Together LLM (#13981)
- **Description:** Add unit tests and mask api key for Together LLM
- **Issue:** the issue
https://github.com/langchain-ai/langchain/issues/12165 ,
  - **Dependencies:** N/A
  - **Tag maintainer:** ?,
  - **Twitter handle:** N/A

---------

Co-authored-by: Eugene Yurtsev <eyurtsev@gmail.com>
10 months ago
Johnny 6463d2d0bd
small fix matching engine AttributeError - object has no attribute (#13763)
This PR is fixing an attributeError: object endpoint has no attribute
"_public_match_client" when using gcp matching engine with private VPC
network.

@baskaryan, @eyurtsev, @hwchase17.

---------

Co-authored-by: Harrison Chase <hw.chase.17@gmail.com>
10 months ago
Amyh102 750485eaa8
Add object parsing functionality (#13864)
* **Description:** Parses huggingface dataset Sequence objects into
strings for Document loading.
* **Issue:** Fixes #10674 
* **Tag maintainter:** @baskaryan @eyurtsev

---------

Co-authored-by: Amy Han <amyhan@Amys-Air.lan>
Co-authored-by: Amy Han <amyhan@Amys-MacBook-Air.local>
10 months ago
ggeutzzang 981f78f920
Fix: (issue #13825) Getting an error with DallEAPIWrapper (#13874)
- **Description:** As of OpenAI's Python package 1.0, the existing
DallEAPIWrapper does not work correctly, so the example in the LangChain
Documentation link below does not work either.

https://python.langchain.com/docs/integrations/tools/dalle_image_generator
Also, since OpenAI only supports DALL-E version 2 or version 3, I
modified the DallEAPIWrapper to support it.

  - **Issue:** #13825 

  - **Twitter handle:** ggeutzzang
10 months ago
Kunal 74045bf5c0
max length attribute for spacy splitter for large docs (#13875)
For large size documents spacy splitter doesn't work it throws an error
as shown in below screenshot.
Reason its default max_length is 1000000 and there is no option to
increase it. So i added it in this PR.


![image](https://github.com/langchain-ai/langchain/assets/73680423/613625c3-0e21-4834-9aad-2a73cf56eecc)

---------

Co-authored-by: Bagatur <baskaryan@gmail.com>
10 months ago
Wang Wei fe9341a29c
feat: Add ERNIE-Bot-8K model support for ErnieBotChat. (#13716)
- **Description:** According to the document
https://cloud.baidu.com/doc/WENXINWORKSHOP/s/6lp69is2a, add ERNIE-Bot-8K
model support for ErnieBotChat.
- **Dependencies:** Before using the ERNIE-Bot-8K, you should have the
model's access authority.
10 months ago
Burak Ömür 0e462b72ef
Update openai/create_llm_result function to consider kwargs (#13815)
Replace this entire comment with:
- **Description:** updates `create_llm_result` function within
`openai.py` to consider latest `params`,
  - **Issue:** #8928
  - **Dependencies:** -,
  - **Tag maintainer:** -
  - **Twitter handle:** [burkomr](https://twitter.com/burkomr)

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

---------

Co-authored-by: Burak Ömür <burakomur@retorio.com>
Co-authored-by: Harrison Chase <hw.chase.17@gmail.com>
10 months ago
chyroc f97ab84c6b
Merge pull request #13907
* feat: mask api_key for jina
10 months ago
nhywieza 9b86fb3fcb
secretStr for baichuan chat model api key (#13946)
Merge pull request #13946
* secretStr for baichuan chat model api key
10 months ago
卢靖轩 aff1dba252
Merge pull request #13945
* feat: mask api key for nlpcloud
10 months ago
Leonid Kuligin 85bb3a418c
Switched VertexAI models from preview (#13657)
Replace this entire comment with:
- **Description:** VertexAI models are now GA, moved away from using
preview ones from the SDK
  - **Issue:** #13606

---------

Co-authored-by: Nuno Campos <nuno@boringbits.io>
10 months ago
Erick Friis 5eca1bd93f
Library Licenses (#13300)
Same change as #8403 but in other libs

also updates (c) LangChain Inc. instead of @hwchase17
10 months ago
Bagatur 14799b139a
infra[patch]: add base deps and fix docs lint (#13998) 10 months ago
Théo LEBRUN 926d4cfda7
Set default region from boto3 session for Bedrock (#13694)
- **Description:** Set default region from boto3 session for Bedrock 
- **Issue:** #13683
10 months ago
Snow 1a33e5b500
Repair Wikipedia document loader `load_max_docs` and improve test coverage. (#13769)
**Description:** 

Repair Wikipedia document loader `load_max_docs` and improve test
coverage.

**Issue:** 

The Wikipedia document loader was not respecting the `load_max_docs`
paramater (not reported) and would always return a maximum of 10
documents. This is because the API wrapper (in `utilities/wikipedia.py`)
wasn't passing `top_k_results` to the underlying [Wikipedia
library](https://wikipedia.readthedocs.io/en/latest/code.html#module-wikipedia).
By default this library returns 10 results.

The default number of results for the document loader has been reduced
from 100 to 25. This is because loading 100 results takes a very long
time and is an inconvenient default. It should possibly be 10.

In addition, the documentation for the loader reported that there was a
hard limit (300) on the number of documents returned. In actuality 300
is the maximum Wikipedia query character length set by the API wrapper.

Tests have been added for the document loader (previously missing) and
to test the correct numbers of documents are being returned by each
class, both by default, and when overridden. Also repaired is the
`assert_docs` test which has been updated to correctly test for the
default metadata (which includes `source` in recent releases).

**Dependencies:** 
nil

**Tag maintainer:**
@leo-gan

**Twitter handle:**
@queenvictoria
10 months ago
Bob Lin 04c4878306
Remove `python_repl` from _BASE_TOOLS (#13962)
### **Description:**

Previously `python_repl` was a built-in tool, but now it has been moved
to `langchain_experimental`.

When I use `load_tools` I get an error:

```python
In [1]: from langchain.agents import load_tools

In [2]: load_tools(["python_repl"])
---------------------------------------------------------------------------
ImportError                               Traceback (most recent call last)
Cell In[2], line 1
----> 1 load_tools(["python_repl"])

File ~/workspace/langchain/libs/langchain/langchain/agents/load_tools.py:530, in load_tools(tool_names, llm, callbacks, **kwargs)
    528     tool_names.extend(requests_method_tools)
    529 elif name in _BASE_TOOLS:
--> 530     tools.append(_BASE_TOOLS[name]())
    531 elif name in _LLM_TOOLS:
    532     if llm is None:

File ~/workspace/langchain/libs/langchain/langchain/agents/load_tools.py:84, in _get_python_repl()
     83 def _get_python_repl() -> BaseTool:
---> 84     raise ImportError(
     85         "This tool has been moved to langchain experiment. "
     86         "This tool has access to a python REPL. "
     87         "For best practices make sure to sandbox this tool. "
     88         "Read https://github.com/langchain-ai/langchain/blob/master/SECURITY.md "
     89         "To keep using this code as is, install langchain experimental and "
     90         "update relevant imports replacing 'langchain' with 'langchain_experimental'"
     91     )

ImportError: This tool has been moved to langchain experiment. This tool has access to a python REPL. For best practices make sure to sandbox this tool. Read https://github.com/langchain-ai/langchain/blob/master/SECURITY.md To keep using this code as is, install langchain experimental and update relevant imports replacing 'langchain' with 'langchain_experimental'
```

In this case, it will be very confusing. I think it is no longer a
built-in tool now, so it can be removed from `_BASE_TOOLS`

### **Issue:** 

https://github.com/langchain-ai/langchain/issues/13858,
https://github.com/langchain-ai/langchain/issues/13859,
https://github.com/langchain-ai/langchain/issues/13856
### **Twitter handle:** 

[lin_bob57617](https://twitter.com/lin_bob57617)
10 months ago
Leonid Ganeline 52eee458bb
renamed `google_vertex_ai_vector_search` notebook (#13484)
The `integrations/vectorstores/matchingengine.ipynb` example has the
"Google Vertex AI Vector Search" title. This place this Title in the
wrong order in the ToC (it is sorted by the file name).
- Renamed `integrations/vectorstores/matchingengine.ipynb` into
`integrations/vectorstores/google_vertex_ai_vector_search.ipynb`.
- Updated a correspondent comment in docstring
- Rerouted old URL to a new URL

---------

Co-authored-by: Erick Friis <erick@langchain.dev>
10 months ago
Leonid Ganeline bf5787f58b
experimental[patch]: fixed namespace bug (#13585)
It was :
`from langchain.schema.prompts import BasePromptTemplate`
but because of the breaking change in the ns, it is now
`from langchain.schema.prompt_template import BasePromptTemplate`

This bug prevents building the API Reference for the langchain_experimental
10 months ago
Taqi Jaffri 144710ad9a
langchain[minor]: Updated DocugamiLoader, includes breaking changes (#13265)
There are the following main changes in this PR:

1. Rewrite of the DocugamiLoader to not do any XML parsing of the DGML
format internally, and instead use the `dgml-utils` library we are
separately working on. This is a very lightweight dependency.
2. Added MMR search type as an option to multi-vector retriever, similar
to other retrievers. MMR is especially useful when using Docugami for
RAG since we deal with large sets of documents within which a few might
be duplicates and straight similarity based search doesn't give great
results in many cases.

We are @docugami on twitter, and I am @tjaffri

---------

Co-authored-by: Taqi Jaffri <tjaffri@docugami.com>
10 months ago
Bagatur a20e8f8bb0
experimental[patch]: release 0.0.43 (#13570) 10 months ago
Bagatur d8fe987ef5
langchain[patch]: release 0.0.342 (#13992) 10 months ago
david qiu 9fb6805be4
langchain[minor]: Add retriever for Knowledge Bases for Amazon Bedrock (#13980)
- **Description:** Adds a retriever implementation for [Knowledge Bases
for Amazon Bedrock](https://aws.amazon.com/bedrock/knowledge-bases/), a
new service announced at AWS re:Invent, shortly before this PR was
opened. This depends on the `bedrock-agent-runtime` service, which will
be included in a future version of `boto3` and of `botocore`. We will
open a follow-up PR documenting the minimum required versions of `boto3`
and `botocore` after that information is available.
  - **Issue:** N/A
  - **Dependencies:** `boto3>=1.33.2, botocore>=1.33.2`
  - **Tag maintainer:** @baskaryan
  - **Twitter handles:** `@pjain7` `@dead_letter_q`

This PR includes a documentation notebook under
`docs/docs/integrations/retrievers`, which I (@dlqqq) have verified
independently.

EDIT: `bedrock-agent-runtime` service is now included in
`boto3>=1.33.2`:
5cf793f493

---------

Co-authored-by: Piyush Jain <piyushjain@duck.com>
Co-authored-by: Erick Friis <erick@langchain.dev>
Co-authored-by: Bagatur <baskaryan@gmail.com>
10 months ago
Bagatur 1aed2d1f08
core[patch]: release 0.0.7 (#13989) 10 months ago
David Duong eb67f07e32
Track RunnableAssign as a separate run trace (#13972)
Addressing incorrect order being sent to callbacks / tracers, due to the
nature of threading

---------

Co-authored-by: Nuno Campos <nuno@boringbits.io>
10 months ago
Nuno Campos 0f255bb6c4
In Runnable.stream_log build up final_output from adding output chunks (#12781)
Add arg to omit streamed_output list, in cases where final_output is
enough this saves bandwidth

<!-- Thank you for contributing to LangChain!

Replace this entire comment with:
  - **Description:** a description of the change, 
  - **Issue:** the issue # it fixes (if applicable),
  - **Dependencies:** any dependencies required for this change,
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maintainer (see below),
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Please make sure your PR is passing linting and testing before
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If you're adding a new integration, please include:
1. a test for the integration, preferably unit tests that do not rely on
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2. an example notebook showing its use. It lives in `docs/extras`
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10 months ago
Nuno Campos 970fe23feb
Fixes for opengpts release (#13960) 10 months ago
David Duong 947daaf833
Exclude Bedrock client and credentials_profile_name fields from serialisation (#13603) 10 months ago
Bagatur 48fbc5513d
infra[patch], langchain[patch]: fix test deps and upper bound langchain dep on core(#13984) 10 months ago
Stefano Lottini 1fd724293b
Astra DB vector store, move constructor docstring to class docstring (#13784)
This PR rearranges the docstring for the `AstraDB` vector store class so
as to have all useful information in the _class_ docstring for ease of
reading.

(incidentally, due to an oversight, the docstring that was in the
constructor ended up buried below some lines of code, thereby
disappearing altogether from accessibility. Apologies.)
10 months ago
Johannes Foulds fc40bd4cdb
AnthropicFunctions function_call compatibility (#13901)
- **Description:** Updates to `AnthropicFunctions` to be compatible with
the OpenAI `function_call` functionality.
- **Issue:** The functionality to indicate `auto`, `none` and a forced
function_call was not completely implemented in the existing code.
  - **Dependencies:** None
- **Tag maintainer:** @baskaryan , and any of the other maintainers if
needed.
  - **Twitter handle:** None

I have specifically tested this functionality via AWS Bedrock with the
Claude-2 and Claude-Instant models.
10 months ago
mengjincn 05ea4fd37d
fix merge None value and non None value error (#13703)
<!-- Thank you for contributing to LangChain!

Replace this entire comment with:
  - **Description:** a description of the change, 
  - **Issue:** the issue # it fixes (if applicable),
  - **Dependencies:** any dependencies required for this change,
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If you're adding a new integration, please include:
1. a test for the integration, preferably unit tests that do not rely on
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2. an example notebook showing its use. It lives in `docs/extras`
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@baskaryan, @eyurtsev, @hwchase17.
 -->
10 months ago
Ali Orozgani 32d794f5a3
iMessage loader: implement message content extraction from attributed… (#13634)
- **Description:** We are adding functionality to extract message
content from the `attributedBody` field of the database, in case the
content is not in the `text` field.
  - **Issue:** Closes #13326 and #10680 
  - **Dependencies:** None.
  - **Tag maintainer:** @eyurtsev, @hwchase17

---------

Co-authored-by: onotate <johnp.pham@mail.utoronto.ca>
10 months ago
William FH e5256bcb69
[Evals] Add Project Tags (#13982)
Add them to project extra
10 months ago
Nuno Campos e0bcc98436
infra[patch]: Use langchain core in-tree as a dev dependency (#13957)
Using the published version means master is broken for contributors
whenever we make changes in one lib that depend on the other.
10 months ago
unifyh 2703a1b061
Fix `MarkdownHeaderTextSplitter` not recognizing tilde-fenced code blocks (#13511)
- **Description:** Previously `MarkdownHeaderTextSplitter` did not
consider tilde-fenced code blocks
(https://spec.commonmark.org/0.30/#fenced-code-blocks). This PR fixes
that.
   ````md
   # Bug caused by previous implementation:
   ~~~py
   foo()
   # This is a comment that would be considered header
   bar()
   ~~~
   ````
 - **Tag maintainer:** @baskaryan
10 months ago
Leonid Ganeline 7929b26017
office365 toolkit bug fixes (#13618)
Several bug fixes:
- emails: instead of `bcc` the `cc` is used.
- errors in the truncation descriptions
- no truncation of the `message_search`
Several updates:
- generalized UTC format 
- truncation limit can be changed now in _call()
10 months ago
William FH 60309341bd
Eval Error Key (#13974) 10 months ago
Erick Friis f9bef600f1
RELEASE: core 0.0.7 (#13973) 10 months ago
Nicolas Bondoux e17edc4d0b
RunnableLambda: create afunc instance from func when not provided (#13408)
Fixes #13407.

This workaround consists in letting the RunnableLambda create its
self.afunc from its self.func when self.afunc is not provided; the
change has no dependency.

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Replace this entire comment with:
  - **Description:** a description of the change, 
  - **Issue:** the issue # it fixes (if applicable),
  - **Dependencies:** any dependencies required for this change,
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Please make sure your PR is passing linting and testing before
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See contribution guidelines for more information on how to write/run
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If you're adding a new integration, please include:
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directory.

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@baskaryan, @eyurtsev, @hwchase17.
 -->

---------

Co-authored-by: Erick Friis <erick@langchain.dev>
Co-authored-by: Nuno Campos <nuno@langchain.dev>
10 months ago
Nuno Campos 391f200eaa
Implement stream() and astream() for agents (#12783)
```
---- chunk 1
{'actions': [AgentActionMessageLog(tool='Search', tool_input="Leo DiCaprio's current girlfriend", log="\nInvoking: `Search` with `Leo DiCaprio's current girlfriend`\n\n\n", message_log=[AIMessageChunk(content='', additional_kwargs={'function_call': {'name': 'Search', 'arguments': '{\n  "__arg1": "Leo DiCaprio\'s current girlfriend"\n}'}})])],
 'messages': [AIMessageChunk(content='', additional_kwargs={'function_call': {'name': 'Search', 'arguments': '{\n  "__arg1": "Leo DiCaprio\'s current girlfriend"\n}'}})]}
---- chunk 2
{'messages': [FunctionMessage(content="According to Us, the 48-year-old actor is now “exclusively” dating Italian model Vittoria Ceretti. A source told Us that DiCaprio is “completely smitten” with Ceretti, and their relationship is “going so well that Leo's actually being exclusive.”", name='Search')],
 'steps': [AgentStep(action=AgentActionMessageLog(tool='Search', tool_input="Leo DiCaprio's current girlfriend", log="\nInvoking: `Search` with `Leo DiCaprio's current girlfriend`\n\n\n", message_log=[AIMessageChunk(content='', additional_kwargs={'function_call': {'name': 'Search', 'arguments': '{\n  "__arg1": "Leo DiCaprio\'s current girlfriend"\n}'}})]), observation="According to Us, the 48-year-old actor is now “exclusively” dating Italian model Vittoria Ceretti. A source told Us that DiCaprio is “completely smitten” with Ceretti, and their relationship is “going so well that Leo's actually being exclusive.”")]}
---- chunk 3
{'actions': [AgentActionMessageLog(tool='Search', tool_input='Vittoria Ceretti age', log='\nInvoking: `Search` with `Vittoria Ceretti age`\n\n\n', message_log=[AIMessageChunk(content='', additional_kwargs={'function_call': {'name': 'Search', 'arguments': '{\n  "__arg1": "Vittoria Ceretti age"\n}'}})])],
 'messages': [AIMessageChunk(content='', additional_kwargs={'function_call': {'name': 'Search', 'arguments': '{\n  "__arg1": "Vittoria Ceretti age"\n}'}})]}
---- chunk 4
{'messages': [FunctionMessage(content='25 years', name='Search')],
 'steps': [AgentStep(action=AgentActionMessageLog(tool='Search', tool_input='Vittoria Ceretti age', log='\nInvoking: `Search` with `Vittoria Ceretti age`\n\n\n', message_log=[AIMessageChunk(content='', additional_kwargs={'function_call': {'name': 'Search', 'arguments': '{\n  "__arg1": "Vittoria Ceretti age"\n}'}})]), observation='25 years')]}
---- chunk 5
{'actions': [AgentActionMessageLog(tool='Calculator', tool_input='25^0.43', log='\nInvoking: `Calculator` with `25^0.43`\n\n\n', message_log=[AIMessageChunk(content='', additional_kwargs={'function_call': {'name': 'Calculator', 'arguments': '{\n  "__arg1": "25^0.43"\n}'}})])],
 'messages': [AIMessageChunk(content='', additional_kwargs={'function_call': {'name': 'Calculator', 'arguments': '{\n  "__arg1": "25^0.43"\n}'}})]}
---- chunk 6
{'messages': [FunctionMessage(content='Answer: 3.991298452658078', name='Calculator')],
 'steps': [AgentStep(action=AgentActionMessageLog(tool='Calculator', tool_input='25^0.43', log='\nInvoking: `Calculator` with `25^0.43`\n\n\n', message_log=[AIMessageChunk(content='', additional_kwargs={'function_call': {'name': 'Calculator', 'arguments': '{\n  "__arg1": "25^0.43"\n}'}})]), observation='Answer: 3.991298452658078')]}
---- chunk 7
{'messages': [AIMessage(content="Leonardo DiCaprio's current girlfriend is the Italian model Vittoria Ceretti, who is 25 years old. Her age raised to the 0.43 power is approximately 3.99.")],
 'output': "Leonardo DiCaprio's current girlfriend is the Italian model "
           'Vittoria Ceretti, who is 25 years old. Her age raised to the 0.43 '
           'power is approximately 3.99.'}
---- final
{'actions': [AgentActionMessageLog(tool='Search', tool_input="Leo DiCaprio's current girlfriend", log="\nInvoking: `Search` with `Leo DiCaprio's current girlfriend`\n\n\n", message_log=[AIMessageChunk(content='', additional_kwargs={'function_call': {'name': 'Search', 'arguments': '{\n  "__arg1": "Leo DiCaprio\'s current girlfriend"\n}'}})]),
             AgentActionMessageLog(tool='Search', tool_input='Vittoria Ceretti age', log='\nInvoking: `Search` with `Vittoria Ceretti age`\n\n\n', message_log=[AIMessageChunk(content='', additional_kwargs={'function_call': {'name': 'Search', 'arguments': '{\n  "__arg1": "Vittoria Ceretti age"\n}'}})]),
             AgentActionMessageLog(tool='Calculator', tool_input='25^0.43', log='\nInvoking: `Calculator` with `25^0.43`\n\n\n', message_log=[AIMessageChunk(content='', additional_kwargs={'function_call': {'name': 'Calculator', 'arguments': '{\n  "__arg1": "25^0.43"\n}'}})])],
 'messages': [AIMessageChunk(content='', additional_kwargs={'function_call': {'name': 'Search', 'arguments': '{\n  "__arg1": "Leo DiCaprio\'s current girlfriend"\n}'}}),
              FunctionMessage(content="According to Us, the 48-year-old actor is now “exclusively” dating Italian model Vittoria Ceretti. A source told Us that DiCaprio is “completely smitten” with Ceretti, and their relationship is “going so well that Leo's actually being exclusive.”", name='Search'),
              AIMessageChunk(content='', additional_kwargs={'function_call': {'name': 'Search', 'arguments': '{\n  "__arg1": "Vittoria Ceretti age"\n}'}}),
              FunctionMessage(content='25 years', name='Search'),
              AIMessageChunk(content='', additional_kwargs={'function_call': {'name': 'Calculator', 'arguments': '{\n  "__arg1": "25^0.43"\n}'}}),
              FunctionMessage(content='Answer: 3.991298452658078', name='Calculator'),
              AIMessage(content="Leonardo DiCaprio's current girlfriend is the Italian model Vittoria Ceretti, who is 25 years old. Her age raised to the 0.43 power is approximately 3.99.")],
 'output': "Leonardo DiCaprio's current girlfriend is the Italian model "
           'Vittoria Ceretti, who is 25 years old. Her age raised to the 0.43 '
           'power is approximately 3.99.',
 'steps': [AgentStep(action=AgentActionMessageLog(tool='Search', tool_input="Leo DiCaprio's current girlfriend", log="\nInvoking: `Search` with `Leo DiCaprio's current girlfriend`\n\n\n", message_log=[AIMessageChunk(content='', additional_kwargs={'function_call': {'name': 'Search', 'arguments': '{\n  "__arg1": "Leo DiCaprio\'s current girlfriend"\n}'}})]), observation="According to Us, the 48-year-old actor is now “exclusively” dating Italian model Vittoria Ceretti. A source told Us that DiCaprio is “completely smitten” with Ceretti, and their relationship is “going so well that Leo's actually being exclusive.”"),
           AgentStep(action=AgentActionMessageLog(tool='Search', tool_input='Vittoria Ceretti age', log='\nInvoking: `Search` with `Vittoria Ceretti age`\n\n\n', message_log=[AIMessageChunk(content='', additional_kwargs={'function_call': {'name': 'Search', 'arguments': '{\n  "__arg1": "Vittoria Ceretti age"\n}'}})]), observation='25 years'),
           AgentStep(action=AgentActionMessageLog(tool='Calculator', tool_input='25^0.43', log='\nInvoking: `Calculator` with `25^0.43`\n\n\n', message_log=[AIMessageChunk(content='', additional_kwargs={'function_call': {'name': 'Calculator', 'arguments': '{\n  "__arg1": "25^0.43"\n}'}})]), observation='Answer: 3.991298452658078')]}
```
10 months ago
Michael Feil 686162670e
langchain[minor]: Adding `infinity` embedding integration. (#13928)
This adds integation to https://github.com/michaelfeil/infinity. Users
requested it in https://github.com/michaelfeil/infinity/issues/36
@saatvikshah

Follows my implementation of gradient.ai.

Feedback 1: Well done - I love your CI / repo / poetry setup - I adapted
a lot in https://github.com/michaelfeil/infinity.
Feedback 2: Not so good: The openai integration contains to much reverse
engineering - in general projects such as michaelfeil/infinity and
huggingface/text-embeddings-inference are compatible to the `pip install
openai` package.

Reverse engineering like this one is really hindering the use for me:

8e88ba16a8/libs/langchain/langchain/embeddings/openai.py (L347)

8e88ba16a8/libs/langchain/langchain/embeddings/openai.py (L351)
- it is about preventing 3rd party providers to use the same url + uses
interfaces of openai, that are not publically documented.
10 months ago
Bagatur 10a6e7cbb6
langchain[patch], core[patch]: Make common utils public (#13932)
- rename `langchain_core.chat_models.base._generate_from_stream` -> `generate_from_stream`
- rename `langchain_core.chat_models.base._agenerate_from_stream` -> `agenerate_from_stream`
- export `langchain_core.utils.utils.build_extra_kwargs` from `langchain_core.utils`
10 months ago
Oleksandr Yaremchuk c0277d06e8
experimental[patch] Update prompt injection model (#13930)
- **Description:** Existing model used for Prompt Injection is quite
outdated but we fine-tuned and open-source a new model based on the same
model deberta-v3-base from Microsoft -
[laiyer/deberta-v3-base-prompt-injection](https://huggingface.co/laiyer/deberta-v3-base-prompt-injection).
It supports more up-to-date injections and less prone to
false-positives.
  - **Dependencies:** No
  - **Tag maintainer:** -
  - **Twitter handle:** @alex_yaremchuk

---------

Co-authored-by: Bagatur <baskaryan@gmail.com>
10 months ago
Bob Lin e6ebde9688
experimental[patch]: Add experimental.agent imports (#13839)
- **Description:** The experimental package needs to be compatible with
the usage of importing agents

For example, if i use `from langchain.agents import
create_pandas_dataframe_agent`, running the program will prompt the
following information:

```
Traceback (most recent call last):
   File "/Users/dongwm/test/main.py", line 1, in <module>
     from langchain.agents import create_pandas_dataframe_agent
   File "/Users/dongwm/test/venv/lib/python3.11/site-packages/langchain/agents/__init__.py", line 87, in __getattr__
     raise ImportError(
ImportError: create_pandas_dataframe_agent has been moved to langchain experimental. See https://github.com/langchain-ai/langchain/discussions/11680 for more information.
Please update your import statement from: `langchain.agents.create_pandas_dataframe_agent` to `langchain_experimental.agents.create_pandas_dataframe_agent`.
```

But when I changed to `from langchain_experimental.agents import
create_pandas_dataframe_agent`, it was actually wrong:

```python
Traceback (most recent call last):
  File "/Users/dongwm/test/main.py", line 2, in <module>
    from langchain_experimental.agents import create_pandas_dataframe_agent
ImportError: cannot import name 'create_pandas_dataframe_agent' from 'langchain_experimental.agents' (/Users/dongwm/test/venv/lib/python3.11/site-packages/langchain_experimental/agents/__init__.py)
```

I should use `from langchain_experimental.agents.agent_toolkits import
create_pandas_dataframe_agent`. In order to solve the problem and make
it compatible, I added additional import code to the
langchain_experimental package. Now it can be like this Used `from
langchain_experimental.agents import create_pandas_dataframe_agent`

  - **Twitter handle:** [lin_bob57617](https://twitter.com/lin_bob57617)
10 months ago
Tyler Titsworth afcfa2a5e7
langchain[patch]: Add progress bar option to OllamaEmbeddings (#13882)
- **Description:** Adds a tqdm progress bar to OllamaEmbeddings when
embedding a list.
- **Issue:** Related to #13637, but extended to Ollama.
- **Dependencies:** `tqdm` made a necessary dependency.

Thanks to @ugm2 for helping identify a common problem. Embeddings take a
very long time to finish on local machines, and require a progress bar
to help identify if one should even attempt the workload.

---------

Co-authored-by: Bagatur <baskaryan@gmail.com>
10 months ago
jeremyb-data cd77fba562
Improvement: Weaviate multitenant adddocs (#13827)
<!-- Thank you for contributing to LangChain!

Replace this entire comment with:
- **Description:** Added a line to pass the tenant parameter to
add_data_object
  - **Issue:** An extra line added from the fix for #9956
  - **Dependencies:** n/a
  - **Tag maintainer:** @baskaryan 

Tested locally, works as expected with the line change.

---------

Co-authored-by: Simon Dai <simon6752@gmail.com>
10 months ago
jiangying 3e30cd8261
NIT: comment typo (#13817) 10 months ago
Assaf Toledo ba62ff89cc
BUGFIX: Support for elastic indices that don't return 'metadata' in '_source' (#13903)
Description: Some Elastic indexes do not return a 'metadata' field in
'_source'. However, prior to this PR, the code assumed there always is a
'metadata' field. This PR adds support for cases where the field is
missing by adding it manually.

Issue: #13869
10 months ago
Enric Soler Rastrollo c156d0281a
BUGFIX: Use embedding key in azure_cosmos_db index creation (#13919)
Description: Implement embedding key parametrisation
Issue: https://github.com/langchain-ai/langchain/issues/13918
Dependencies: None
Tag maintainer: @hwchase17 @izzymsft
Twitter handle:@MaddogoS
10 months ago
Bagatur ac67422a3d
IMPROVEMENT: import Document from core (#13905) 10 months ago
chyroc 886bc2d50a
IMPROVEMENT: fix qianfan validate_environment typo (#13908) 10 months ago
Chengzu Ou 4b8e053fe8
FEATURE: Add Databricks Vector Search as a new vector store (#13621)
**Description:**
This PR adds Databricks Vector Search as a new vector store in
LangChain.

- [x] Add `DatabricksVectorSearch` in `langchain/vectorstores/`
- [x] Unit tests
- [x] Add
[`databricks-vectorsearch`](https://pypi.org/project/databricks-vectorsearch/)
as a new optional dependency

We ran the following checks:
- `make format` passed  
- `make lint` failed but the failures were caused by other files
    + Files touched by this PR passed the linter  
- `make test` passed  
- `make coverage` failed but the failures were caused by other files.
Tests added by or related to this PR all passed
+ langchain/vectorstores/databricks_vector_search.py test coverage 94% 
- `make spell_check` passed  

The example notebook and updates to the [provider's documentation
page](https://github.com/langchain-ai/langchain/blob/master/docs/docs/integrations/providers/databricks.md)
will be added later in a separate PR.

**Dependencies:**
Optional dependency:
[`databricks-vectorsearch`](https://pypi.org/project/databricks-vectorsearch/)

---------

Co-authored-by: Bagatur <baskaryan@gmail.com>
10 months ago
Leonid Kuligin 25387db432
BUFIX: add support for various OSS images from Vertex Model Garden (#13917)
- **Description:** add support for various OSS images from Model
Garden
  - **Issue:** #13370
10 months ago
Eugene Yurtsev e186637921
Document Runnable Binding (#13927)
Document runnable binding
10 months ago
Bagatur 46b3311190
RELEASE: 0.0.341 (#13926) 10 months ago
umair mehmood b3e08f9239
improvement: fix chat prompt loading from config (#13818)
Add loader for loading chat prompt from config file.

fixed: #13667

@efriis 
@baskaryan
10 months ago
Nuno Campos 8a3e0c9afa
Add option to prefix config keys in configurable_alts (#13714) 10 months ago
ggeutzzang 3749af79ae
DOCS: fixed error in the docstring of RunnablePassthrough class (#13843)
This pull request addresses an issue found in the example code within
the docstring of `libs/core/langchain_core/runnables/passthrough.py`

The original code snippet caused a `NameError` due to the missing import
of `RunnableLambda`. The error was as follows:
```
     12     return "completion"
     13 
---> 14 chain = RunnableLambda(fake_llm) | {
     15     'original': RunnablePassthrough(), # Original LLM output
     16     'parsed': lambda text: text[::-1] # Parsing logic

NameError: name 'RunnableLambda' is not defined
```
To resolve this, I have modified the example code to include the
necessary import statement for `RunnableLambda`. Additionally, I have
adjusted the indentation in the code snippet to ensure consistency and
readability.

The modified code now successfully defines and utilizes
`RunnableLambda`, ensuring that users referencing the docstring will
have a functional and clear example to follow.

There are no related GitHub issues for this particular change.

Modified Code:
```python
from langchain_core.runnables import RunnablePassthrough, RunnableParallel
from langchain_core.runnables import RunnableLambda

runnable = RunnableParallel(
    origin=RunnablePassthrough(),
    modified=lambda x: x+1
)

runnable.invoke(1) # {'origin': 1, 'modified': 2}

def fake_llm(prompt: str) -> str: # Fake LLM for the example
    return "completion"

chain = RunnableLambda(fake_llm) | {
    'original': RunnablePassthrough(), # Original LLM output
    'parsed': lambda text: text[::-1] # Parsing logic
}

chain.invoke('hello') # {'original': 'completion', 'parsed': 'noitelpmoc'}
```

---------

Co-authored-by: Bagatur <baskaryan@gmail.com>
10 months ago
Dylan Williams 1983a39894
FEATURE: Add OneNote document loader (#13841)
- **Description:** Added OneNote document loader
  - **Issue:** #12125
  - **Dependencies:** msal

Co-authored-by: Bagatur <baskaryan@gmail.com>
10 months ago
Tomaz Bratanic 1ad65f7a98
BUGFIX: Fix bugs with Cypher validation (#13849)
Fixes https://github.com/langchain-ai/langchain/issues/13803. Thanks to
@sakusaku-rich
10 months ago
Harrison Chase 6a35831128
BUGFIX: export more types (#13886)
Co-authored-by: Bagatur <baskaryan@gmail.com>
10 months ago
Yusuf Khan 935f78c944
FEATURE: Add retriever for Outline (#13889)
- **Description:** Added a retriever for the Outline API to ask
questions on knowledge base
  - **Issue:** resolves #11814
  - **Dependencies:** None
  - **Tag maintainer:** @baskaryan
10 months ago
Bagatur 0efa59cbb8
RELEASE: 0.0.339rc3 (#13852) 10 months ago
Bagatur 7222c42077
RELEASE: core 0.0.6 (#13853) 10 months ago
raelix c172605ea6
IMPROVEMENT: Added title metadata to GoogleDriveLoader for optional File Loaders (#13832)
- **Description:** Simple change, I just added title metadata to
GoogleDriveLoader for optional File Loaders
  - **Dependencies:** no dependencies
  - **Tag maintainer:** @hwchase17

---------

Co-authored-by: Bagatur <baskaryan@gmail.com>
10 months ago
Stefano Lottini 19c68c7652
FEATURE: Astra DB, LLM cache classes (exact-match and semantic cache) (#13834)
This PR provides idiomatic implementations for the exact-match and the
semantic LLM caches using Astra DB as backend through the database's
HTTP JSON API. These caches require the `astrapy` library as dependency.

Comes with integration tests and example usage in the `llm_cache.ipynb`
in the docs.

@baskaryan this is the Astra DB counterpart for the Cassandra classes
you merged some time ago, tagging you for your familiarity with the
topic. Thank you!

---------

Co-authored-by: Bagatur <baskaryan@gmail.com>
10 months ago
Stefano Lottini 272df9dcae
Astra DB, chat message history (#13836)
This PR adds a chat message history component that uses Astra DB for
persistence through the JSON API.
The `astrapy` package is required for this class to work.

I have added tests and a small notebook, and updated the relevant
references in the other docs pages.

(@rlancemartin this is the counterpart of the Cassandra equivalent class
you so helpfully reviewed back at the end of June)

Thank you!
10 months ago
Bagatur 58f7e109ac
BUGFIX: Add import types and typevars from core (#13829) 10 months ago
Bagatur 751226e067
bump 0.0.339rc2 (#13787) 10 months ago
Bagatur 300ff01824
RELEASE: core 0.0.5 (#13786) 10 months ago
Bagatur 72c108b003
IMPROVEMENT: filter global warnings properly (#13754) 10 months ago
William FH 163bf165ed
Add Batch Size kwarg to the llm start callback (#13483)
So you can more easily use the token counts directly from the API
endpoint for batch size of 1
10 months ago
Bagatur 0be515f720
RELEASE: 0.0.339rc1 (#13746) 10 months ago
Bagatur 2bc5bd67f7
RELEASE: core 0.0.4 (#13745) 10 months ago
Bagatur 32d087fcb8
REFACTOR: combine core documents files (#13733) 10 months ago
William FH 5b90fe5b1c
Fix locking (#13725) 10 months ago
Bagatur 16af282429
BUGFIX: add prompt imports for backwards compat (#13702) 10 months ago
Bagatur e327bb4ba4
IMPROVEMENT: Conditionally import core type hints (#13700) 10 months ago
dandanwei d47ee1ae79
BUGFIX: redis vector store overwrites falsey metadata (#13652)
- **Description:** This commit fixed the problem that Redis vector store
will change the value of a metadata from 0 to empty when saving the
document, which should be an un-intended behavior.
  - **Issue:** N/A
  - **Dependencies:** N/A
10 months ago
Bagatur a21e84faf7
BUGFIX: llm backwards compat imports (#13698) 10 months ago
Yujie Qian ace9e64d62
IMPROVEMENT: VoyageEmbeddings embed_general_texts (#13620)
- **Description:** add method embed_general_texts in VoyageEmebddings to
support input_type
  - **Issue:** 
  - **Dependencies:** 
  - **Tag maintainer:** 
  - **Twitter handle:** @Voyage_AI_
10 months ago
tanujtiwari-at 5064890fcf
BUGFIX: handle tool message type when converting to string (#13626)
**Description:** Currently, if we pass in a ToolMessage back to the
chain, it crashes with error

`Got unsupported message type: `

This fixes it. 

Tested locally

---------

Co-authored-by: Bagatur <baskaryan@gmail.com>
10 months ago
Josep Pon Farreny 143049c90f
Added partial_variables to BaseStringMessagePromptTemplate.from_template(...) (#13645)
**Description:** BaseStringMessagePromptTemplate.from_template was
passing the value of partial_variables into cls(...) via **kwargs,
rather than passing it to PromptTemplate.from_template. Which resulted
in those *partial_variables being* lost and becoming required
*input_variables*.

Co-authored-by: Josep Pon Farreny <josep.pon-farreny@siemens.com>
Co-authored-by: Bagatur <baskaryan@gmail.com>
10 months ago
Erick Friis c5ae9f832d
INFRA: Lint for imports (#13632)
- Adds pydantic/import linting to core
- Adds a check for `langchain_experimental` imports to langchain
10 months ago
Erick Friis 131db4ba68
BUGFIX: anthropic models on bedrock (#13629)
Introduced in #13403
10 months ago
David Ruan 04bddbaba4
BUGFIX: Update bedrock.py to fix provider bug (#13646)
Provider check was incorrectly failing for anything other than "meta"
10 months ago
Bagatur dc53523837
IMPROVEMENT: bump core dep 0.0.3 (#13690) 10 months ago
Bagatur a208abe6b7
add callback import test (#13689) 10 months ago
Bagatur 083afba697
BUG: Add core utils imports (#13688) 10 months ago
Bagatur c61e30632e
BUG: more core fixes (#13665)
Fix some circular deps:
- move PromptValue into top level module bc both PromptTemplates and
OutputParsers import
- move tracer context vars to `tracers.context` and import them in
functions in `callbacks.manager`
- add core import tests
10 months ago
William FH 59df16ab92
Update name (#13676) 10 months ago
Erick Friis bfb980b968
CLI 0.0.19 (#13677) 10 months ago
jakerachleff 249c796785
update langserve to v0.0.30 (#13673)
Upgrade langserve template version to 0.0.30 to include new improvements
10 months ago
jakerachleff c6937a2eb4
fix templates dockerfile (#13672)
- **Description:** We need to update the Dockerfile for templates to
also copy your README.md. This is because poetry requires that a readme
exists if it is specified in the pyproject.toml
10 months ago
Bagatur 11614700a4
bump 0.0.339rc0 (#13664) 10 months ago
Bagatur d32e511826
REFACTOR: Refactor langchain_core (#13627)
Changes:
- remove langchain_core/schema since no clear distinction b/n schema and
non-schema modules
- make every module that doesn't end in -y plural
- where easy have 1-2 classes per file
- no more than one level of nesting in directories
- only import from top level core modules in langchain
10 months ago
William FH 17c6551c18
Add error rate (#13568)
To the in-memory outputs. Separate it out from the outputs so it's
present in the dataframe.describe() results
10 months ago
Nuno Campos 8329f81072
Use pytest asyncio auto mode (#13643)
<!-- Thank you for contributing to LangChain!

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

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

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

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

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

If no one reviews your PR within a few days, please @-mention one of
@baskaryan, @eyurtsev, @hwchase17.
 -->
10 months ago
Bagatur 99b4f46cbe
REFACTOR: Add core as dep (#13623) 10 months ago
Harrison Chase d82cbf5e76
Separate out langchain_core package (#13577)
Co-authored-by: Nuno Campos <nuno@boringbits.io>
Co-authored-by: Bagatur <baskaryan@gmail.com>
Co-authored-by: Erick Friis <erick@langchain.dev>
10 months ago
Bagatur e620347a83
RELEASE: bump 339 (#13613) 10 months ago
Ofer Mendelevitch 52e23e50b1
BUG: Fix search_kwargs in Vectara retriever (#13299)
- **Description:** fix a bug that prevented as_retriever() in Vectara to
use the desired input arguments
  - **Issue:** as_retriever did not pass the arguments properly
  - **Tag maintainer:** @baskaryan
  - **Twitter handle:** @ofermend
10 months ago
Holt Skinner 1c08dbfb33
IMPROVEMENT: Reduce post-processing time for `DocAIParser` (#13210)
- Remove `WrappedDocument` introduced in
https://github.com/langchain-ai/langchain/pull/11413
- https://github.com/googleapis/python-documentai-toolbox/issues/198 in
Document AI Toolbox to improve initialization time for `WrappedDocument`
object.

@lkuligin

@baskaryan

@hwchase17
10 months ago
Leonid Kuligin f3fcdea574
fixed an UnboundLocalError when no documents are found (#12995)
Replace this entire comment with:
  - **Description:** fixed a bug
  - **Issue:** the issue # #12780
10 months ago
Stijn Tratsaert b6f70d776b
VertexAI LLM count_tokens method requires list of prompts (#13451)
I encountered this during summarization with VertexAI. I was receiving
an INVALID_ARGUMENT error, as it was trying to send a list of about
17000 single characters.

The [count_tokens
method](https://github.com/googleapis/python-aiplatform/blob/main/vertexai/language_models/_language_models.py#L658)
made available by Google takes in a list of prompts. It does not fail
for small texts, but it does for longer documents because the argument
list will be exceeding Googles allowed limit. Enforcing the list type
makes it work successfully.

This change will cast the input text to count to a list of that single
text so that the input format is always correct.

[Twitter](https://www.x.com/stijn_tratsaert)
10 months ago
Wang Wei fe7b40cb2a
feat: add ERNIE-Bot-4 Function Calling (#13320)
- **Description:** ERNIE-Bot-Chat-4 Large Language Model adds the
ability of `Function Calling` by passing parameters through the
`functions` parameter in the request. To simplify function calling for
ERNIE-Bot-Chat-4, the `create_ernie_fn_chain()` function has been added.
The definition and usage of the `create_ernie_fn_chain()` function is
similar to that of the `create_openai_fn_chain()` function.

Examples as the follows:

```
import json

from langchain.chains.ernie_functions import (
    create_ernie_fn_chain,
)
from langchain.chat_models import ErnieBotChat
from langchain.prompts import ChatPromptTemplate

def get_current_news(location: str) -> str:
    """Get the current news based on the location.'

    Args:
        location (str): The location to query.
    
    Returs:
        str: Current news based on the location.
    """

    news_info = {
        "location": location,
        "news": [
            "I have a Book.",
            "It's a nice day, today."
        ]
    }

    return json.dumps(news_info)

def get_current_weather(location: str, unit: str="celsius") -> str:
    """Get the current weather in a given location

    Args:
        location (str): location of the weather.
        unit (str): unit of the tempuature.
    
    Returns:
        str: weather in the given location.
    """

    weather_info = {
        "location": location,
        "temperature": "27",
        "unit": unit,
        "forecast": ["sunny", "windy"],
    }
    return json.dumps(weather_info)

llm = ErnieBotChat(model_name="ERNIE-Bot-4")
prompt = ChatPromptTemplate.from_messages(
    [
        ("human", "{query}"),
    ]
)

chain = create_ernie_fn_chain([get_current_weather, get_current_news], llm, prompt, verbose=True)
res = chain.run("北京今天的新闻是什么?")
print(res)
```

The running results of the above program are shown below:
```
> Entering new LLMChain chain...
Prompt after formatting:
Human: 北京今天的新闻是什么?



> Finished chain.
{'name': 'get_current_news', 'thoughts': '用户想要知道北京今天的新闻。我可以使用get_current_news工具来获取这些信息。', 'arguments': {'location': '北京'}}
```
10 months ago
Adilkhan Sarsen 10418ab0c1
DeepLake Backwards compatibility fix (#13388)
- **Description:** during search with DeepLake some people are facing
backwards compatibility issues, this PR fixes it by making search
accessible for the older datasets

---------

Co-authored-by: adolkhan <adilkhan.sarsen@alumni.nu.edu.kz>
10 months ago
Tyler Hutcherson 190952fe76
IMPROVEMENT: Minor redis improvements (#13381)
- **Description:**
- Fixes a `key_prefix` bug where passing it in on
`Redis.from_existing(...)` did not work properly. Updates doc strings
accordingly.
- Updates Redis filter classes logic with best practices on typing,
string formatting, and handling "empty" filters.
- Fixes a bug that would prevent multiple tag filters from being applied
together in some scenarios.
- Added a whole new filter unit testing module. Also updated code
formatting for a number of modules that were failing the `make`
commands.
  - **Issue:** N/A
  - **Dependencies:** N/A
  - **Tag maintainer:** @baskaryan 
  - **Twitter handle:** @tchutch94
10 months ago
Sergey Kozlov df03267edf
Fix tool arguments formatting in StructuredChatAgent (#10480)
In the `FORMAT_INSTRUCTIONS` template, 4 curly braces (escaping) are
used to get single curly brace after formatting:

```
"{{{ ... }}}}" -> format_instructions.format() ->  "{{ ... }}" -> template.format() -> "{ ... }".
```

Tool's `args_schema` string contains single braces `{ ... }`, and is
also transformed to `{{{{ ... }}}}` form. But this is not really correct
since there is only one `format()` call:

```
"{{{{ ... }}}}" -> template.format() -> "{{ ... }}".
```

As a result we get double curly braces in the prompt:
````
Respond to the human as helpfully and accurately as possible. You have access to the following tools:

foo: Test tool FOO, args: {{'tool_input': {{'type': 'string'}}}}    # <--- !!!
...
Provide only ONE action per $JSON_BLOB, as shown:

```
{
  "action": $TOOL_NAME,
  "action_input": $INPUT
}
```
````

This PR fixes curly braces escaping in the `args_schema` to have single
braces in the final prompt:
````
Respond to the human as helpfully and accurately as possible. You have access to the following tools:

foo: Test tool FOO, args: {'tool_input': {'type': 'string'}}    # <--- !!!
...
Provide only ONE action per $JSON_BLOB, as shown:

```
{
  "action": $TOOL_NAME,
  "action_input": $INPUT
}
```
````

---------

Co-authored-by: Sergey Kozlov <sergey.kozlov@ludditelabs.io>
10 months ago
Wouter Durnez ef7802b325
Add llama2-13b-chat-v1 support to `chat_models.BedrockChat` (#13403)
Hi 👋 We are working with Llama2 on Bedrock, and would like to add it to
Langchain. We saw a [pull
request](https://github.com/langchain-ai/langchain/pull/13322) to add it
to the `llm.Bedrock` class, but since it concerns a chat model, we would
like to add it to `BedrockChat` as well.

- **Description:** Add support for Llama2 to `BedrockChat` in
`chat_models`
- **Issue:** the issue # it fixes (if applicable)
[#13316](https://github.com/langchain-ai/langchain/issues/13316)
  - **Dependencies:** any dependencies required for this change `None`
  - **Tag maintainer:** /
  - **Twitter handle:** `@SimonBockaert @WouterDurnez`

---------

Co-authored-by: wouter.durnez <wouter.durnez@showpad.com>
Co-authored-by: Simon Bockaert <simon.bockaert@showpad.com>
10 months ago
jwbeck97 a93616e972
FEAT: Add azure cognitive health tool (#13448)
- **Description:** This change adds an agent to the Azure Cognitive
Services toolkit for identifying healthcare entities
  - **Dependencies:** azure-ai-textanalytics (Optional)

---------

Co-authored-by: James Beck <James.Beck@sa.gov.au>
Co-authored-by: Bagatur <baskaryan@gmail.com>
10 months ago
Massimiliano Pronesti 6bf9b2cb51
BUG: Limit Azure OpenAI embeddings chunk size (#13425)
Hi! 
This short PR aims at:
* Fixing `OpenAIEmbeddings`' check on `chunk_size` when used with Azure
OpenAI (thus with openai < 1.0). Azure OpenAI embeddings support at most
16 chunks per batch, I believe we are supposed to take the min between
the passed value/default value and 16, not the max - which, I suppose,
was introduced by accident while refactoring the previous version of
this check from this other PR of mine: #10707
* Porting this fix to the newest class (`AzureOpenAIEmbeddings`) for
openai >= 1.0

This fixes #13539 (closed but the issue persists).  

@baskaryan @hwchase17
10 months ago
Zeyang Lin e53f59f01a
DOCS: doc-string - langchain.vectorstores.dashvector.DashVector (#13502)
- **Description:** There are several mistakes in the sample code in the
doc-string of `DashVector` class, and this pull request aims to correct
them.
The correction code has been tested against latest version (at the time
of creation of this pull request) of: `langchain==0.0.336`
`dashvector==1.0.6` .
- **Issue:** No issue is created for this.
- **Dependencies:** No dependency is required for this change,
<!-- - **Tag maintainer:** for a quicker response, tag the relevant
maintainer (see below), -->
- **Twitter handle:** `zeyanglin`

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@baskaryan, @eyurtsev, @hwchase17.
-->
10 months ago
John Mai 16f7912e1b
BUG: fix hunyuan appid type (#13496)
- **Description: fix hunyuan appid type
- **Issue:
https://github.com/langchain-ai/langchain/pull/12022#issuecomment-1815627855
10 months ago
Nicolò Boschi 8362bd729b
AstraDB: use includeSimilarity option instead of $similarity (#13512)
- **Description:** AstraDB is going to deprecate the `$similarity`
projection property in favor of the ´includeSimilarity´ option flag. I
moved all the queries to the new format.
- **Tag maintainer:** @hemidactylus 
- **Twitter handle:** nicoloboschi
10 months ago
shumpei 7100d586ef
Introduce search_kwargs for Custom Parameters in BingSearchAPIWrapper (#13525)
Added a `search_kwargs` field to BingSearchAPIWrapper in
`bing_search.py,` enabling users to include extra keyword arguments in
Bing search queries. This update, like specifying language preferences,
adds more customization to searches. The `search_kwargs` seamlessly
merge with standard parameters in `_bing_search_results` method.

---------

Co-authored-by: Erick Friis <erick@langchain.dev>
10 months ago
Nicolò Boschi ad0c3b9479
Fix Astra integration tests (#13520)
- **Description:** Fix Astra integration tests that are failing. The
`delete` always return True as the deletion is successful if no errors
are thrown. I aligned the test to verify this behaviour
  - **Tag maintainer:** @hemidactylus 
  - **Twitter handle:** nicoloboschi

---------

Co-authored-by: Bagatur <baskaryan@gmail.com>
10 months ago
umair mehmood 69d39e2173
fix: VLLMOpenAI -- create() got an unexpected keyword argument 'api_key' (#13517)
The issue was accuring because of `openai` update in Completions. its
not accepting `api_key` and 'api_base' args.

The fix is we check for the openai version and if ats v1 then remove
these keys from args before passing them to `Compilation.create(...)`
when sending from `VLLMOpenAI`

Fixed: #13507 

@eyu
@efriis 
@hwchase17

---------

Co-authored-by: Erick Friis <erick@langchain.dev>
10 months ago
Manuel Alemán Cueto 6bc08266e0
Fix for oracle schema parsing stated on the issue #7928 (#13545)
- **Description:** In this pull request, we address an issue related to
assigning a schema to the SQLDatabase class when utilizing an Oracle
database. The current implementation encounters a bug where, upon
attempting to execute a query, the alter session parse is not
appropriately defined for Oracle, leading to an error,
  - **Issue:** #7928,
  - **Dependencies:** No dependencies,
  - **Tag maintainer:** @baskaryan,

---------

Co-authored-by: Bagatur <baskaryan@gmail.com>
10 months ago
Andrew Teeter 325bdac673
feat: load all namespaces (#13549)
- **Description:** This change allows for the `MWDumpLoader` to load all
namespaces including custom by default instead of only loading the
[default
namespaces](https://www.mediawiki.org/wiki/Help:Namespaces#Localisation).
  - **Tag maintainer:** @hwchase17
10 months ago
Taranjeet Singh 47451764a7
Add embedchain retriever (#13553)
**Description:**

This commit adds embedchain retriever along with tests and docs.
Embedchain is a RAG framework to create data pipelines.

**Twitter handle:**
- [Taranjeet's twitter](https://twitter.com/taranjeetio) and
[Embedchain's twitter](https://twitter.com/embedchain)

**Reviewer**
@hwchase17

---------

Co-authored-by: Bagatur <baskaryan@gmail.com>
10 months ago
rafly lesmana 420a17542d
fix: Make YoutubeLoader support on demand language translation (#13583)
**Description:**
Enhance the functionality of YoutubeLoader to enable the translation of
available transcripts by refining the existing logic.

**Issue:**
Encountering a problem with YoutubeLoader (#13523) where the translation
feature is not functioning as expected.

Tag maintainers/contributors who might be interested:
@eyurtsev

---------

Co-authored-by: Bagatur <baskaryan@gmail.com>
10 months ago
Bagatur 78a1f4b264
bump 338, exp 42 (#13564) 10 months ago
Harrison Chase f4c0e3cc15
move streaming stdout (#13559) 10 months ago
Leonid Ganeline 43dad6cb91
BUG fixed `openai_assistant` namespace (#13543)
BUG: langchain.agents.openai_assistant has a reference as
`from langchain_experimental.openai_assistant.base import
OpenAIAssistantRunnable`
should be 
`from langchain.agents.openai_assistant.base import
OpenAIAssistantRunnable`

This prevents building of the API Reference docs
10 months ago
Bassem Yacoube ff382b7b1b
IMPROVEMENT Adds support for new OctoAI endpoints (#13521)
small fix to add support for new OctoAI LLM endpoints
10 months ago
William FH cac849ae86
Use random seed (#13544)
For default eval llm
10 months ago
Martin Krasser 79ed66f870
EXPERIMENTAL Generic LLM wrapper to support chat model interface with configurable chat prompt format (#8295)
## Update 2023-09-08

This PR now supports further models in addition to Lllama-2 chat models.
See [this comment](#issuecomment-1668988543) for further details. The
title of this PR has been updated accordingly.

## Original PR description

This PR adds a generic `Llama2Chat` model, a wrapper for LLMs able to
serve Llama-2 chat models (like `LlamaCPP`,
`HuggingFaceTextGenInference`, ...). It implements `BaseChatModel`,
converts a list of chat messages into the [required Llama-2 chat prompt
format](https://huggingface.co/blog/llama2#how-to-prompt-llama-2) and
forwards the formatted prompt as `str` to the wrapped `LLM`. Usage
example:

```python
# uses a locally hosted Llama2 chat model
llm = HuggingFaceTextGenInference(
    inference_server_url="http://127.0.0.1:8080/",
    max_new_tokens=512,
    top_k=50,
    temperature=0.1,
    repetition_penalty=1.03,
)

# Wrap llm to support Llama2 chat prompt format.
# Resulting model is a chat model
model = Llama2Chat(llm=llm)

messages = [
    SystemMessage(content="You are a helpful assistant."),
    MessagesPlaceholder(variable_name="chat_history"),
    HumanMessagePromptTemplate.from_template("{text}"),
]

prompt = ChatPromptTemplate.from_messages(messages)
memory = ConversationBufferMemory(memory_key="chat_history", return_messages=True)
chain = LLMChain(llm=model, prompt=prompt, memory=memory)

# use chat model in a conversation
# ...
```

Also part of this PR are tests and a demo notebook.

- Tag maintainer: @hwchase17
- Twitter handle: `@mrt1nz`

---------

Co-authored-by: Erick Friis <erick@langchain.dev>
10 months ago
William FH c56faa6ef1
Add execution time (#13542)
And warn instead of raising an error, since the chain API is too
inconsistent.
10 months ago
pedro-inf-custodio 0fb5f857f9
IMPROVEMENT WebResearchRetriever error handling in urls with connection error (#13401)
- **Description:** Added a method `fetch_valid_documents` to
`WebResearchRetriever` class that will test the connection for every url
in `new_urls` and remove those that raise a `ConnectionError`.
- **Issue:** [Previous
PR](https://github.com/langchain-ai/langchain/pull/13353),
  - **Dependencies:** None,
  - **Tag maintainer:** @efriis 

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

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

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

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

If no one reviews your PR within a few days, please @-mention one of
@baskaryan, @eyurtsev, @hwchase17.
10 months ago
Piyush Jain d2335d0114
IMPROVEMENT Neptune graph updates (#13491)
## Description
This PR adds an option to allow unsigned requests to the Neptune
database when using the `NeptuneGraph` class.

```python
graph = NeptuneGraph(
    host='<my-cluster>',
    port=8182,
    sign=False
)
```

Also, added is an option in the `NeptuneOpenCypherQAChain` to provide
additional domain instructions to the graph query generation prompt.
This will be injected in the prompt as-is, so you should include any
provider specific tags, for example `<instructions>` or `<INSTR>`.

```python
chain = NeptuneOpenCypherQAChain.from_llm(
    llm=llm,
    graph=graph,
    extra_instructions="""
    Follow these instructions to build the query:
    1. Countries contain airports, not the other way around
    2. Use the airport code for identifying airports
    """
)
```
10 months ago
William FH 5a28dc3210
Override Keys Option (#13537)
Should be able to override the global key if you want to evaluate
different outputs in a single run
10 months ago
Bagatur e584b28c54
bump 337 (#13534) 10 months ago
Bagatur 2e2114d2d0
FEATURE: Runnable with message history (#13418)
Add RunnableWithMessageHistory class that can wrap certain runnables and manages chat history for them.
10 months ago
Bagatur 0fc3af8932
IMPROVEMENT: update assistants output and doc (#13480) 10 months ago
Hugues Chocart 35e04f204b
[LLMonitorCallbackHandler] Various improvements (#13151)
Small improvements for the llmonitor callback handler, like better
support for non-openai models.


---------

Co-authored-by: vincelwt <vince@lyser.io>
10 months ago
Noah Stapp c1b041c188
Add Wrapping Library Metadata to MongoDB vector store (#13084)
**Description**
MongoDB drivers are used in various flavors and languages. Making sure
we exercise our due diligence in identifying the "origin" of the library
calls makes it best to understand how our Atlas servers get accessed.
10 months ago
Guy Korland 7f8fd70ac4
Add optional arguments to FalkorDBGraph constructor (#13459)
**Description:** Add optional arguments to FalkorDBGraph constructor
**Tag maintainer:** baskaryan 
**Twitter handle:** @g_korland
10 months ago
chris stucchio d7f014cd89
Bug: OpenAIFunctionsAgentOutputParser doesn't handle functions with no args (#13467)
**Description/Issue:** 
When OpenAI calls a function with no args, the args are `""` rather than
`"{}"`. Then `json.loads("")` blows up. This PR handles it correctly.

**Dependencies:** None
10 months ago
Yujie Qian 41a433fa33
IMPROVEMENT: add input_type to VoyageEmbeddings (#13488)
- **Description:** add input_type to VoyageEmbeddings
10 months ago
David Duong ea6e017b85
Add serialisation arguments to Bedrock and ChatBedrock (#13465) 10 months ago
Erick Friis 427331d621
IMPROVEMENT Lock pydantic v1 in app template, cli 0.0.18 (#13485) 10 months ago
Erick Friis 75363f048f
BUG Fix app_name in cli app new (#13482) 10 months ago
ifduyue 324ab382ad
Use List instead of list (#13443)
Unify List usages in libs/langchain/langchain/text_splitter.py, only one
place it's `list`, all other ocurrences are `List`
10 months ago
Stefano Lottini b029d9f4e6
Astra DB: minor improvements to docstrings and demo notebook (#13449)
This PR brings a few minor improvements to the docs, namely class/method
docstrings and the demo notebook.

- A note on how to control concurrency levels to tune performance in
bulk inserts, both in the class docstring and the demo notebook;
- Slightly increased concurrency defaults after careful experimentation
(still on the conservative side even for clients running on
less-than-typical network/hardware specs)
- renamed the DB token variable to the standardized
`ASTRA_DB_APPLICATION_TOKEN` name (used elsewhere, e.g. in the Astra DB
docs)
- added a note and a reference (add_text docstring, demo notebook) on
allowed metadata field names.

Thank you!
10 months ago
Eugene Yurtsev 1e43fd6afe
Add ahandle_event to _all_ (#13469)
Add ahandle_event for backwards compatibility as it is used by langserve
10 months ago
Harrison Chase f90249305a
callback refactor (#13372)
Co-authored-by: Nuno Campos <nuno@boringbits.io>
10 months ago
Bagatur a9b2c943e6
bump 336, exp 44 (#13420) 10 months ago
Bagatur 1372296dc8
FIX: Infer runnable agent single or multi action (#13412) 10 months ago
Eugene Yurtsev accadccf8e
Use secretstr for api keys for javelin-ai-gateway (#13417)
- Make javelin_ai_gateway_api_key a SecretStr

---------

Co-authored-by: Hiroshi Tashiro <hiroshitash@gmail.com>
10 months ago
William FH ba501b27a0
Fix Runnable Lambda Afunc Repr (#13413)
Otherwise, you get an error when using async functions.


h/t to Chris Ruppelt
10 months ago
Sumukh Sridhara 1726d5dcdd
Merge pull request #13232
* PGVector needs to close its connection if its garbage collected
10 months ago
Nuno Campos 85a77d2c27
IMPROVEMENT Passthrough kwargs in runnable lambda (#13405)
<!-- Thank you for contributing to LangChain!

Replace this entire comment with:
  - **Description:** a description of the change, 
  - **Issue:** the issue # it fixes (if applicable),
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10 months ago
Bagatur 76c317ed78
DOCS: update rag use case (#13319) 10 months ago
Clay Elmore 8823e3831f
FEAT Bedrock cohere embedding support (#13366)
- **Description:** adding cohere embedding support to bedrock embedding
class
  - **Issue:** N/A
  - **Dependencies:** None
  - **Tag maintainer:** @3coins 
  - **Twitter handle:** celmore25

---------

Co-authored-by: Erick Friis <erick@langchain.dev>
10 months ago
Nuno Campos d5aeff706a
Make it easier to subclass RunnableEach (#13346)
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  - **Issue:** the issue # it fixes (if applicable),
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 -->
10 months ago
竹内謙太 3b5e8bacfa
FEAT Add some properties to NotionDBLoader (#13358)
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  - **Description:** a description of the change, 
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fix #13356

Add supports following properties for metadata to NotionDBLoader.

- `checkbox`
- `email`
- `number`
- `select`

There are no relevant tests for this code to be updated.
10 months ago
Fielding Johnston 37eb44c591
BUG Add limit_to_domains to APIChain based tools (#13367)
- **Description:** Adds `limit_to_domains` param to the APIChain based
tools (open_meteo, TMDB, podcast_docs, and news_api)
- **Issue:** I didn't open an issue, but after upgrading to 0.0.328
using these tools would throw an error.
  - **Dependencies:** N/A
  - **Tag maintainer:** @baskaryan 
  
  
**Note**: I included the trailing / simply because the docs here did
fc886cc303/docs/docs/use_cases/apis.ipynb (L246)
, but I checked the code and it is using `urlparse`. SoI followed the
docs since it comes down to stylee.
10 months ago
Bagatur 38180ad25f
bump openai support (#13262) 10 months ago
Erick Friis 7c3066f9ec
more cli interactivity, bugfix (#13360) 10 months ago
Predrag Gruevski d63d4994c0
Bump all libraries to the latest `ruff` version. (#13350)
This version of `ruff` is the one we'll be using to lint the docs and
cookbooks (#12677), so I'm making it used everywhere else too.
10 months ago
Massimiliano Pronesti 344cab0739
IMPROVEMENT: support Openai API v1 for Azure OpenAI completions (#13231)
Hi,
this PR adds support for OpenAI API v1 for Azure OpenAI completion API.
@baskaryan @hwchase17

---------

Co-authored-by: Bagatur <baskaryan@gmail.com>
10 months ago
dependabot[bot] fc886cc303
Bump pyarrow from 13.0.0 to 14.0.1 in /libs/langchain (#13363)
Bumps [pyarrow](https://github.com/apache/arrow) from 13.0.0 to 14.0.1.
<details>
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MINOR: [Release] Update .deb/.rpm changelogs for 14.0.1</li>
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MINOR: [Release] Update CHANGELOG.md for 14.0.1</li>
<li><a
href="f141709763"><code>f141709</code></a>
<a
href="https://redirect.github.com/apache/arrow/issues/38607">GH-38607</a>:
[Python] Disable PyExtensionType autoload (<a
href="https://redirect.github.com/apache/arrow/issues/38608">#38608</a>)</li>
<li><a
href="5a37e74198"><code>5a37e74</code></a>
<a
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href="https://redirect.github.com/apache/arrow/issues/38455">#38455</a>)</li>
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MINOR: [Release] Update versions for 14.0.0</li>
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MINOR: [Release] Update .deb/.rpm changelogs for 14.0.0</li>
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MINOR: [Release] Update CHANGELOG.md for 14.0.0</li>
<li><a
href="9f90995c8c"><code>9f90995</code></a>
<a
href="https://redirect.github.com/apache/arrow/issues/38332">GH-38332</a>:
[CI][Release] Resolve symlinks in RAT lint (<a
href="https://redirect.github.com/apache/arrow/issues/38337">#38337</a>)</li>
<li><a
href="bd61239a32"><code>bd61239</code></a>
<a
href="https://redirect.github.com/apache/arrow/issues/35531">GH-35531</a>:
[Python] C Data Interface PyCapsule Protocol (<a
href="https://redirect.github.com/apache/arrow/issues/37797">#37797</a>)</li>
<li>Additional commits viewable in <a
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10 months ago
Erick Friis c0e6045c0b
cli 0.0.17 (#13359) 10 months ago
Erick Friis 927824b7cb
CLI interactivity (#13148)
Will implement more later
10 months ago
billytrend-cohere 2f6fe6ddf3
Fix latest message index (#13355)
There is a bug which caused the earliest message rather than the latest
message being sent
10 months ago
Harrison Chase be854225c7
add more reasonable arxiv retriever (#13327) 10 months ago
Krish Dholakia 5a920e14c0
fix litellm openai imports (#13307) 10 months ago
Bagatur 1c67db4c18
Move OAI assistants to langchain and add callbacks (#13236) 10 months ago
Erick Friis 280ecfd8eb
IMPROVEMENT redirect root to docs in langserve app template (#13303) 10 months ago
mertkayhan 9b4974871d
IMPROVEMENT Increase flexibility of ElasticVectorSearch (#6863)
Hey @rlancemartin, @eyurtsev ,

I did some minimal changes to the `ElasticVectorSearch` client so that
it plays better with existing ES indices.

Main changes are as follows:

1. You can pass the dense vector field name into `_default_script_query`
2. You can pass a custom script query implementation and the respective
parameters to `similarity_search_with_score`
3. You can pass functions for building page content and metadata for the
resulting `Document`

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10 months ago
Erick Friis 50a5c919f0
IMPROVEMENT self-query template (#13305)
- [ ]
https://github.com/langchain-ai/langchain/pull/12694#discussion_r1391334719
-> keep date
- [x]
https://github.com/langchain-ai/langchain/pull/12694#discussion_r1391336586
10 months ago
Yasin b46f88d364
IMPROVEMENT add license file to subproject (#8403)
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hi!
This is pretty straight-forward: The sdist package does not contain the
license file (which is needed by e.g. conda) because the package is
built from the subdir and can't see the license.
I _copied_ the license but since I'm unfamiliar with the projects
direction, I'm not sure that's correct.
thanks!

---------

Co-authored-by: Erick Friis <erick@langchain.dev>
10 months ago
Rui Ramos ff19a62afc
Fix Pinecone cosine relevance score (#8920)
Fixes: #8207

Description:
Pinecone returns scores (not distances) with cosine similarity. The
values according to the docs are [-1, 1], although I could never
reproduce negative values.

This PR ensures that the score returned from Pinecone is preserved,
rather than inverted, so the most relevant documents can be filtered (eg
when using similarity thresholds)

I'll leave this as a draft PR as I couldn't run the tests (my pinecone
account might not be enough - some errors were being thrown around
namespaces) so hopefully someone who _can_ will pick this up.

Maintainers:
@rlancemartin, @eyurtsev

---------

Co-authored-by: Erick Friis <erick@langchain.dev>
10 months ago
Bagatur 2e42ed5de6
Self-query template (#12694)
Co-authored-by: Erick Friis <erick@langchain.dev>
10 months ago
Konstantin Spieß 1e43025bf5
Fix serialization issue in Matching Engine Vector Store (#13266)
- **Description:** Fixed a serialization issue in the add_texts method
of the Matching Engine Vector Store caused by a typo, leading to an
attempt to serialize the json module itself.
  - **Issue:** #12154 
  - **Dependencies:** ./.
  - **Tag maintainer:**
10 months ago
William FH 9169d77cf6
Update error message in evaluation runner (#13296) 10 months ago
takatost f22f273f93
FIX: 'from_texts' method in Weaviate with non-existent kwargs param (#11604)
Due to the possibility of external inputs including UUIDs, there may be
additional values in **kwargs, while Weaviate's `__init__` method does
not support passing extra **kwarg parameters.

---------

Co-authored-by: Erick Friis <erick@langchain.dev>
10 months ago
Frank995 971d2b2e34
Add missing filter to max_marginal_relevance_search inner call to max_marginal_relevance_search_by_vector (#13260)
When calling max_marginal_relevance_search from PGVector the filter
param is not carried over to max_marginal_relevance_search_by_vector

---------

Co-authored-by: Bagatur <baskaryan@gmail.com>
10 months ago
chevalmuscle 3ad78e48e2
Use endpoint_url if provided with boto3 session for dynamodb (#11622)
- **Description:** Uses `endpoint_url` if provided with a boto3 session.
When running dynamodb locally, credentials are required even if invalid.
With this change, it will be possible to pass a boto3 session with
credentials and specify an endpoint_url

---------

Co-authored-by: Bagatur <baskaryan@gmail.com>
Co-authored-by: Erick Friis <erick@langchain.dev>
10 months ago
Erick Friis 18acc22f29
Ollama pass kwargs as options instead of top (#13280)
Noticed params are really in `options` instead while reviewing #12895
10 months ago
刘 方瑞 46af56dc4f
Add MyScaleWithoutJSON which allows user to wrap columns into Document's Metadata (#13164)
<!-- Thank you for contributing to LangChain!

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  - **Description:** a description of the change, 
  - **Issue:** the issue # it fixes (if applicable),
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Replace this entire comment with:
- **Description:** Add MyScaleWithoutJSON which allows user to wrap
columns into Document's Metadata
  - **Tag maintainer:** @baskaryan
10 months ago
Michael Landis 2aa13f1e10
chore: bump momento dependency version and refactor search hit usage (#13111)
**Description**

Bumps the Momento dependency to the latest version and refactors the
usage of `SearchHit` in the Momento Vector Index (MVI) vector store
integration. This change is a one liner where we use the preferred
attribute `score` to read the query-document similarity instead of
`distance`. The latest versions of Momento clients will use this
attribute going forward.

**Dependencies**

Updated the Momento dependency to latest version.

**Tests**

💚 I re-ran the existing MVI integration tests
(`tests/integration_tests/vectorstores/test_momento_vector_index.py`)
and they pass.

**Review**
cc @baskaryan @eyurtsev
10 months ago
kYLe cc55d2fcee
Add OpenAI API v1 support for ChatAnyscale and fixed a bug with openai_api_key (#13237)
1. Add OpenAI API v1 support
2. Fixed a bug to call `get_secret_value` on a str value
(values["openai_api_key"])
10 months ago
Govind.S.B 9024593468
added system prompt and template fields to ollama (#13022)
**Description**
the ollama api now supports passing system prompt and template directly
instead of modifying the model file , but the ollama integration in
langchain did not have this change updated . The update just adds these
two parameters to it ( there are 2 more parameters that are pending to
be updated, I was not sure about their utility wrt to langchain )
Refer :
8713ac23a8

**Issue** : None Applicable

**Dependencies** : None Changed

**Twitter handle** : https://twitter.com/violetto96

---------

Co-authored-by: Eugene Yurtsev <eyurtsev@gmail.com>
10 months ago
langchain-infra f55f67055f
Add dockerfile template (#13240) 10 months ago
Guillem Orellana Trullols 0f31cd8b49
Remove `_get_kwarg_value` function (#13184)
`_get_kwarg_value` function is useless, one can rely on python builtin
functionalities to do the exact same thing.

- **Description:** Removed `_get_kwarg_value`. Helps with code
readability.
  - **Issue:** the issue # it fixes (if applicable),
  - **Twitter handle:** @Guillem_96
10 months ago
SuperDa Fu e1c020dfe1
dalle add model parameter (#13201)
- **Description:** dalle_image_generator adding a new model parameter,
  - **Issue:** N/A,
  - **Dependencies:** 
  - **Tag maintainer: @hwchase17
  - **Twitter handle:**

---------

Co-authored-by: dafu <xiangbingze@wenru.wang>
Co-authored-by: Eugene Yurtsev <eyurtsev@gmail.com>
Co-authored-by: Erick Friis <erickfriis@gmail.com>
10 months ago
Dennis de Greef 64e11592bb
Improve CSV reader which can't call .strip() on NoneType (#13079)
Improve CSV reader which can't call .strip() on NoneType if there are
less cells in the row compared to the header

<!-- Thank you for contributing to LangChain!

Replace this entire comment with:
  - **Description:** 
I have a CSV file as followed

```
headerA,headerB,headerC
v1A,v1B,v1C,
v2A,v2B
v3A,v3B,v3C
```
In this case, row 2 is missing a value, which results in reading a None
type. The strip() method can not be called on None, hence raising. In
this PR I am making the change to only call strip if the value if not
None.

  - **Issue:** the issue # it fixes (if applicable),
  - **Dependencies:** any dependencies required for this change,
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locally.

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

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

If you're adding a new integration, please include:
1. a test for the integration, preferably unit tests that do not rely on
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2. an example notebook showing its use. It lives in `docs/extras`
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 -->
10 months ago
glad4enkonm 339973db47
Update ollama.py (#12895)
duplicate option removed
**Description:**  An issue fix, http stop option duplicate removed.
**Issue:** the issue #12892 fix
**Dependencies:** no
**Tag maintainer:** @eyurtsev

---------

Co-authored-by: Erick Friis <erick@langchain.dev>
10 months ago
Isak Nyberg 8f81703d76
Add new models to openai callback (#13244)
**Description:** Adding the new models to the openai callback function,
info taken from [model
announcement](https://platform.openai.com/docs/models) and
[pricing](https://openai.com/pricing)

A short description for a short PR :)
10 months ago
Bagatur ea6dd3a550
bump 335 (#13261) 10 months ago
William FH a837b03e55
Update langsmith version 0.63 (#13208) 10 months ago
Harrison Chase 7f1d26160d
update tools (#13243) 10 months ago
Nuno Campos 8d6faf5665
Make it easier to subclass runnable binding with custom init args (#13189) 11 months ago
Peter Vandenabeele 7f1964b264
Fix BeautifulSoupTransformer: no more duplicates and correct order of tags + tests (#12596) 11 months ago
Erick Friis 9c7afa8adb
Upgrade cohere embedding model to v3 (#13219)
Just updates API docs, doesn't change default param from 2.0 (could be
breaking change)
11 months ago
Erick Friis 8fdf15c023
Fix Document Loader Unit Test - Docusaurus (#13228) 11 months ago
Lee 72ad448daa
feat: Docusaurus Loader (#9138)
Added a Docusaurus Loader

Issue: #6353

I had to implement this for working with the Ionic documentation, and
wanted to open this up as a draft to get some guidance on building this
out further. I wasn't sure if having it be a light extension of the
SitemapLoader was in the spirit of a proper feature for the library --
but I'm grateful for the opportunities Langchain has given me and I'd
love to build this out properly for the sake of the community.

Any feedback welcome!
11 months ago
Tomaz Bratanic 0dc4ab0be1
Neo4j chat message history (#13008) 11 months ago
fyasla d266b3ea4a
issue #12165 mask API key in chat_models/azureml_endpoint module (#12836)
- **Description:** `AzureMLChatOnlineEndpoint` object from
langchain/chat_models/azureml_endpoint.py safe to print
without having any secrets included in raw format in the string
representation.
  - **Issue:** #12165,
  - **Tag maintainer:** @eyurtsev

---------

Co-authored-by: Faysal Bougamale <faysal.bougamale@horiba.com>
Co-authored-by: Bagatur <baskaryan@gmail.com>
11 months ago
Anush 52f34de9b7
feat: FastEmbed embedding provider (#13109)
## Description:
This PR intends to add
[Qdrant/FastEmbed](https://qdrant.github.io/fastembed/) as a local
embeddings provider, associated tests and documentation.

**Documentation preview:**
https://langchain-git-fork-anush008-master-langchain.vercel.app/docs/integrations/text_embedding/fastembed

---------

Co-authored-by: Eugene Yurtsev <eyurtsev@gmail.com>
11 months ago
Eugene Yurtsev b0e8cbe0b3
Add RunnableSequence documentation (#13094)
Add RunnableSequence documentation
11 months ago
Eugene Yurtsev 869df62736
Document RunnableWithFallbacks (#13088)
Add documentation to RunnableWithFallbacks
11 months ago
Eugene Yurtsev 8313c218da
Add more runnable documentation (#13083)
- Adding documentation to the runnable.
- Documentation is not organized in the best way for the runnable; i.e.,
in
terms of LCEL vs. other standard methods, will follow up with more
edits.
11 months ago
Bagatur 24386e0860
bump 334, exp 40 (#13211) 11 months ago
Lance Martin d2e50b3108
Add Chroma multimodal cookbook (#12952)
Pending:
* https://github.com/chroma-core/chroma/pull/1294
* https://github.com/chroma-core/chroma/pull/1293

---------

Co-authored-by: Erick Friis <erick@langchain.dev>
Co-authored-by: Bagatur <baskaryan@gmail.com>
11 months ago
The1Bill 55912868da
Update toolkit.py to remove single quotes around table names (#12445)
**Description:** Removing the single quote wrapper around the table
names in the SQL agent toolkit.py file as it misleads the LLM into
querying against tables with single quotes around their names.
**Issue:** #7457 
**Dependencies:** None
**Tag maintainer:** @hwchase17 
**Twitter handle:** None
11 months ago
Nuno Campos 362a446999
Changes to root listener (#12174)
- Implement config_specs to include session_id
- Remove Runnable method and update notebook
- Add more details to notebook, eg. show input schema and config schema
before and after adding message history

---------

Co-authored-by: Harrison Chase <hw.chase.17@gmail.com>
11 months ago
Nuno Campos b2b94424db
Update return type for Runnable.__or__ (#12880)
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11 months ago
Harrison Chase 0a2b1c7471
improve duck duck go tool (#13165) 11 months ago
Shinya Maeda 28cc60b347
Fix langchain.llms OpenAI completion doesn't work due to v1 client update (#13099)
This commit fixes the issue that langchain.llms OpenAI completion
stopped working since the V1 openai client update.

Replace this entire comment with:
- **Description:** This PR fixes the issue [AttributeError: module
'openai' has no attribute
'Completion'](https://github.com/langchain-ai/langchain/issues/12967)
similar to
8e0cb2eb84
and https://github.com/langchain-ai/langchain/pull/12969,
  - **Issue:** https://github.com/langchain-ai/langchain/issues/12967,
  - **Dependencies:** `openai` v1.x.x client,
  - **Tag maintainer:** @baskaryan,
  - **Twitter handle:** @dosuken123 

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

See contribution guidelines for more information on how to write/run
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https://github.com/langchain-ai/langchain/blob/master/.github/CONTRIBUTING.md

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

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

---------

Co-authored-by: Erick Friis <erick@langchain.dev>
Co-authored-by: Bagatur <baskaryan@gmail.com>
11 months ago
Bagatur ff43cd6701
OpenAI remove httpx typing (#13154)
Addresses #13124
11 months ago
Bagatur 8b2a82b5ce
Bagatur/docs smith context (#13139) 11 months ago
Bagatur f04cc4b7e1
bump 333 (#13131) 11 months ago
billytrend-cohere b346d4a455
Add message to documents (#12552)
This adds the response message as a document to the rag retriever so
users can choose to use this. Also drops document limit.

---------

Co-authored-by: Bagatur <baskaryan@gmail.com>
11 months ago
Harrison Chase 5f38770161
Support oai tool call (#13110)
Co-authored-by: Bagatur <baskaryan@gmail.com>
Co-authored-by: Nuno Campos <nuno@boringbits.io>
11 months ago
Holt Skinner 0fc8fd12bd
feat: Vertex AI Search - Add Snippet Retrieval for Non-Advanced Website Data Stores (#13020)
https://cloud.google.com/generative-ai-app-builder/docs/snippets#snippets

---------

Co-authored-by: Eugene Yurtsev <eyurtsev@gmail.com>
11 months ago
Jacob Lee 76283e9625
Adds embeddings filter option to return scores in state (#12489)
CC @baskaryan @assafelovic
11 months ago
jakerachleff 18601bd4c8
Get project from langchain sdk (#13100)
## Description
We need to centralize the API we use to get the project name for our
tracers. This PR makes it so we always get this from a shared function
in the langsmith sdk.

## Dependencies
Upgraded langsmith from 0.52 to 0.62 to include the new API
`get_tracer_project`
11 months ago
Bagatur 72e12f6bcf
update more azure docs (#13093) 11 months ago
Bagatur 1703f132c6
update azure embedding docs (#13091) 11 months ago
Bagatur 9fdfac22c2
bump 332 (#13089) 11 months ago
Bagatur 1f85ec34d5
bump 331rc3 exp 39 (#13086) 11 months ago
Anton Troynikov 9f077270c8
Don't pass EF to chroma (#13085)
- **Description:** 

Recently Chroma rolled out a breaking change on the way we handle
embedding functions, in order to support multi-modal collections.

This broke the way LangChain's `Chroma` objects get created, because we
were passing the EF down into the Chroma collection:
https://docs.trychroma.com/migration#migration-to-0416---november-7-2023

However, internally, we are never actually using embeddings on the
chroma collection - LangChain's `Chroma` object calls it instead. Thus
we just don't pass an `embedding_function` to Chroma itself, which fixes
the issue.
11 months ago
Erick Friis f15f8e01cf
Azure OpenAI Embeddings (#13039)
Co-authored-by: Bagatur <baskaryan@gmail.com>
11 months ago
David Peterson 37561d8986
Add Proper Import Error (#13042)
- **Description:** The issue was not listing the proper import error for
amazon textract loader.
- **Issue:** Time wasted trying to figure out what to install...
(langchain docs don't list the dependency either)
  - **Dependencies:** N/A
  - **Tag maintainer:** @sbusso 
  - **Twitter handle:** @h9ste

---------

Co-authored-by: Harrison Chase <hw.chase.17@gmail.com>
11 months ago
Eugene Yurtsev 06c503f672
Add RunnableRetry Documentation (#13074) 11 months ago
Bagatur 55aeff6777
oai assistant multiple actions (#13068) 11 months ago
Erick Friis a9b70baef9
cli updates, 0.0.16 (#13034)
- confirm flags, serve detection
- 0.0.16
- always gen code
- pip bool
11 months ago
Erick Friis 506f81563f
Update Deps in Experimental (#13029) 11 months ago
Stefano Lottini 4f4b020582
Add "Astra DB" vector store integration (#12966)
# Astra DB Vector store integration

- **Description:** This PR adds a `VectorStore` implementation for
DataStax Astra DB using its HTTP API
  - **Issue:** (no related issue)
- **Dependencies:** A new required dependency is `astrapy` (`>=0.5.3`)
which was added to pyptoject.toml, optional, as per guidelines
- **Tag maintainer:** I recently mentioned to @baskaryan this
integration was coming
  - **Twitter handle:** `@rsprrs` if you want to mention me

This PR introduces the `AstraDB` vector store class, extensive
integration test coverage, a reworking of the documentation which
conflates Cassandra and Astra DB on a single "provider" page and a new,
completely reworked vector-store example notebook (common to the
Cassandra store, since parts of the flow is shared by the two APIs). I
also took care in ensuring docs (and redirects therein) are behaving
correctly.

All style, linting, typechecks and tests pass as far as the `AstraDB`
integration is concerned.

I could build the documentation and check it all right (but ran into
trouble with the `api_docs_build` makefile target which I could not
verify: `Error: Unable to import module
'plan_and_execute.agent_executor' with error: No module named
'langchain_experimental'` was the first of many similar errors)

Thank you for a review!
Stefano

---------

Co-authored-by: Erick Friis <erick@langchain.dev>
11 months ago
Yang, Bo 600caff03c
Add `Memorize` tool (#11722)
- **Description:** Add `Memorize` tool
  - **Tag maintainer:** @hwchase17

This PR added a new tool `Memorize` so that an agent can use it to
fine-tune itself. This tool requires `TrainableLLM` introduced in #11721

DEMO:
6a9003d5db

![image](https://github.com/langchain-ai/langchain/assets/601530/d6f0cb45-54df-4dcf-b143-f8aefb1e76e3)
11 months ago
Bagatur cf481c9418
bump exp 38 (#13016) 11 months ago
Bagatur 57e19989f6
Bagatur/oai assistant (#13010) 11 months ago
Erick Friis 74134dd7e1
cli pyproject updating (#12945)
`langchain app add` and `langchain app remove` will now keep the
dependencies list updated.

---------

Co-authored-by: Nuno Campos <nuno@boringbits.io>
11 months ago
Bagatur 6175dc30aa
bump 331rc2 (#13006) 11 months ago
Erick Friis 0c81cd923e
oai v1 embeddings (#12969)
Initial PR to get OpenAIEmbeddings working with the new sdk

fyi @rlancemartin 

Fixes #12943

---------

Co-authored-by: Bagatur <baskaryan@gmail.com>
11 months ago
Bagatur fdbb45d79e
bump 331rc1 (#12965) 11 months ago
Bagatur 3bb8030a6e
fix max_tokens (#12964) 11 months ago
Bagatur a9002a82b8
bump 331rc0 (#12963) 11 months ago
Harrison Chase c27400efeb
Support multimodal messages (#11320)
Co-authored-by: Bagatur <baskaryan@gmail.com>
11 months ago
Bagatur 4f7dff9d66
Record system fingerprint chat openai (#12960) 11 months ago
Bagatur 8e0cb2eb84
ChatOpenAI and AzureChatOpenAI openai>=1 compatible (#12948) 11 months ago
Kacper Łukawski 52d0055a91
Add support of Cohere Embed v3 (#12940)
Cohere released the new embedding API (Embed v3:
https://txt.cohere.com/introducing-embed-v3/) that treats document and
query embeddings differently. This PR updated the `CohereEmbeddings` to
use them appropriately. It also works with the old models.
11 months ago
Praveen Venkateswaran 8e0dcb37d2
Add SecretStr for Symbl.ai Nebula API (#12896)
Description: This PR masks API key secrets for the Nebula model from
Symbl.ai
Issue: #12165 
Maintainer: @eyurtsev

---------

Co-authored-by: Praveen Venkateswaran <praveen.venkateswaran@ibm.com>
11 months ago
Vinzenz Klass 59d0bd2150
feat: acquire advisory lock before creating extension in pgvector (#12935)
- **Description:** Acquire advisory lock before attempting to create
extension on postgres server, preventing errors in concurrent
executions.
  - **Issue:** #12933
  - **Dependencies:** None

---------

Co-authored-by: Eugene Yurtsev <eyurtsev@gmail.com>
11 months ago
Eugene Yurtsev b376854b26
Fix for anyscale chat model api key (#12938)
* ChatAnyscale was missing coercion to SecretStr for anyscale api key
* The model inherits from ChatOpenAI so it should not force the openai
api key to be secret str until openai model has the same changes

https://github.com/langchain-ai/langchain/issues/12841
11 months ago
hmasdev 622bf12c2e
fix regex pattern of structured output parser (#12929)
- **Description:** fix the regex pattern of
[StructuredChatOutputParser](https://github.com/langchain-ai/langchain/blob/master/libs/langchain/langchain/agents/structured_chat/output_parser.py#L18)
and add unit tests for the code change.
- **Issue:** #12158 #12922
- **Dependencies:** None
- **Tag maintainer:** 
- **Twitter handle:** @hmdev3
- **NOTE:** This PR conflicts #7495 . After #7495 is merged, I am going
to update PR.
11 months ago
wemysschen 8d7144e6a6
fix baiducloud directory loader import file loader (#12924)
**Issue:** 
fix baiducloud BOS directory loader imports its file loader

---------

Co-authored-by: wemysschen <root@icoding-cwx.bcc-szzj.baidu.com>
11 months ago
Kacper Łukawski 621419f71e
Fix normalizing the cosine distance in Qdrant (#12934)
Qdrant was incorrectly calculating the cosine similarity and returning
`0.0` for the best match, instead of `1.0`. Internally Qdrant returns a
cosine score from `-1.0` (worst match) to `1.0` (best match), and the
current formula reflects it.
11 months ago
Hech 8fe6bcc662
Fix return metadata when searching for DingoDB (#12937) 11 months ago
Jakub Novák ada3d2cbd1
Add possibility to pass on_artifacts for a specific conversation (#12687)
Possibility to pass on_artifacts to a conversation. It can be then
achieved by adding this way:

```python
result = agent.run(
    input=message.text,
    metadata={
        "on_artifact": CALLBACK_FUNCTION
    },
)
```
11 months ago
Bagatur 53f453f01a
bump 331 (#12932) 11 months ago
Erick Friis 5000c7308e
cli template gitignores (#12914)
- ap gitignore
- package
11 months ago
Harrison Chase aba407f774
use keys not items (#12918) 11 months ago
wemysschen e14aa37d59
fix bes vector store search (#12828)
**Issue:** 
fix search body in baidu cloud vectorsearch

---------

Co-authored-by: wemysschen <root@icoding-cwx.bcc-szzj.baidu.com>
11 months ago
Lance Martin ea1ab391d4
Open Clip multimodal embeddings (#12754) 11 months ago
Bagatur ebee616822
bump 330 (#12853) 11 months ago
Erick Friis 6c237716c4
Update readmes with new cli install (#12847)
Old command still works. Just simplifying.

Merge after releasing CLI 0.0.15
11 months ago
Erick Friis 7db49d3842
Confirm sys.path includes current dir for app serve (#12851)
- Make sure sys.path is set properly for langchain app serve
- bump
11 months ago
Erick Friis 1bc35f61cb
CLI 0.0.14, Uvicorn update and no more [serve] (#12845)
Calls uvicorn directly from cli:
Reload works if you define app by import string instead of object.
(was doing subprocess in order to get reloading)

Version bump to 0.0.14

Remove the need for [serve] for simplicity.

Readmes are updated in #12847 to avoid cluttering this PR
11 months ago
William FH 18005c6384
Disable trace_on_chain_group auto-tracing (#12807)
Previously we treated trace_on_chain_group as a command to always start
tracing. This is unintuitive (makes the function do 2 things), and makes
it harder to toggle tracing
11 months ago
Erick Friis 0da75b9ebd
Autopopulate module name in cli init (#12814) 11 months ago
William FH 98aff29fbd
Add Dataset Page to printout (#12816) 11 months ago
Manuel Rech 2e2b9c76d9
Keep also original query - multi_query.py (#12696)
When you use a MultiQuery it might be useful to use the original query
as well as the newly generated ones to maximise the changes to retriever
the correct document. I haven't created an issue, it seems a very small
and easy thing.

---------

Co-authored-by: Bagatur <baskaryan@gmail.com>
11 months ago
Bagatur 658a3a8607
FEAT: Merge TileDB vecstore (#12811) 11 months ago
Akio Nishimura c04647bb4e
Correct number of elements in config list in `batch()` and `abatch()` of `BaseLLM` (#12713)
- **Description:** Correct number of elements in config list in
`batch()` and `abatch()` of `BaseLLM` in case `max_concurrency` is not
None.
- **Issue:** #12643
- **Twitter handle:** @akionux

---------

Co-authored-by: Bagatur <baskaryan@gmail.com>
11 months ago
James Braza 88b506b321
Adds missing `urllib.parse` for IDE warning of `PubMedAPIWrapper` (#12808)
Resolves an IDE (PyCharm 2023.2.3 PE) warning around
`urllib.parse.quote`, also enabling CTRL-click
11 months ago
Bagatur a2bb0dd445 TileDB update import unit tests 11 months ago
Nikos Papailiou 2fdaa1e5fd
Add TileDB vectorstore implementation (#12624)
- **Description:** Add [TileDB](https://tiledb.com) vectorstore
implementation. TileDB offers ANN search capabilities using the
[TileDB-Vector-Search](https://github.com/TileDB-Inc/TileDB-Vector-Search)
module. It provides serverless execution of ANN queries and storage of
vector indexes both on local disk and cloud object stores (i.e. AWS S3).
More details in:
- [Why TileDB as a Vector
Database](https://tiledb.com/blog/why-tiledb-as-a-vector-database)
- [TileDB 101: Vector
Search](https://tiledb.com/blog/tiledb-101-vector-search)
- **Twitter handle:** @tiledb
11 months ago
盐粒 Yanli 1b233798a0
feat: Supprt pgvecto.rs as a VectorStore (#12718)
Supprt [pgvecto.rs](https://github.com/tensorchord/pgvecto.rs) as a new
VectorStore type.

This introduces a new dependency
[pgvecto_rs](https://pypi.org/project/pgvecto_rs/) and upgrade
SQLAlchemy to ^2.

Relate to https://github.com/tensorchord/pgvecto.rs/issues/11

---------

Co-authored-by: Bagatur <baskaryan@gmail.com>
11 months ago
Daniel Chalef 0cbdba6a9b
zep: VectorStore: Use Native MMR (#12690)
- refactor to use Zep's native MMR; update example
- 
@baskaryan @eyurtsev
11 months ago
Daniel Chalef cc3d3920e3
Zep: Summary Search and Example (#12686)
Zep now has the ability to search over chat history summaries. This PR
adds support for doing so. More here: https://blog.getzep.com/zep-v0-17/

@baskaryan @eyurtsev
11 months ago
Bagatur 526313002c
add import tests to all modules (#12806) 11 months ago
Harrison Chase 6609a6033f
fix vectorstore imports (#12804)
Co-authored-by: Bagatur <baskaryan@gmail.com>
11 months ago
Nuno Campos f66a9d2adf
Automatically add configurable key to config_schema if config_specs i… (#12798)
…s present

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11 months ago
Praveen Venkateswaran 21eeba075c
enable the device_map parameter in huggingface pipeline (#12731)
### Enabling `device_map` in HuggingFacePipeline 

For multi-gpu settings with large models, the
[accelerate](https://huggingface.co/docs/accelerate/usage_guides/big_modeling#using--accelerate)
library provides the `device_map` parameter to automatically distribute
the model across GPUs / disk.

The [Transformers
pipeline](3520e37e86/src/transformers/pipelines/__init__.py (L543))
enables users to specify `device` (or) `device_map`, and handles cases
(with warnings) when both are specified.

However, Langchain's HuggingFacePipeline only supports specifying
`device` when calling transformers which limits large models and
multi-gpu use-cases.
Additionally, the [default
value](8bd3ce59cd/libs/langchain/langchain/llms/huggingface_pipeline.py (L72))
of `device` is initialized to `-1` , which is incompatible with the
transformers pipeline when `device_map` is specified.

This PR addresses the addition of `device_map` as a parameter , and
solves the incompatibility of `device = -1` when `device_map` is also
specified.
An additional test has been added for this feature. 

Additionally, some existing tests no longer work since 
1. `max_new_tokens` has to be specified under `pipeline_kwargs` and not
`model_kwargs`
2. The GPT2 tokenizer raises a `ValueError: Pipeline with tokenizer
without pad_token cannot do batching`, since the `tokenizer.pad_token`
is `None` ([related
issue](https://github.com/huggingface/transformers/issues/19853) on the
transformers repo).

This PR handles fixing these tests as well.

Co-authored-by: Praveen Venkateswaran <praveen.venkateswaran@ibm.com>
11 months ago
Mark Bell 3276aa3e17
__getattr__ should rase AttributeError not ImportError on missing attributes (#12801)
[The python
spec](https://docs.python.org/3/reference/datamodel.html#object.__getattr__)
requires that `__getattr__` throw `AttributeError` for missing
attributes but there are several places throwing `ImportError` in the
current code base. This causes a specific problem with `hasattr` since
it calls `__getattr__` then looks only for `AttributeError` exceptions.
At present, calling `hasattr` on any of these modules will raise an
unexpected exception that most code will not handle as `hasattr`
throwing exceptions is not expected.

In our case this is triggered by an exception tracker (Airbrake) that
attempts to collect the version of all installed modules with code that
looks like: `if hasattr(mod, "__version__"):`. With `HEAD` this is
causing our exception tracker to fail on all exceptions.

I only changed instances of unknown attributes raising `ImportError` and
left instances of known attributes raising `ImportError`. It feels a
little weird but doesn't seem to break anything.
11 months ago
Illia 71d1a48b66
Use data from all Google search results in SerpApi.com wrapper (#12770)
- **Description:** Use all Google search results data in SerpApi.com
wrapper instead of the first one only
  - **Tag maintainer:** @hwchase17 

_P.S. `libs/langchain/tests/integration_tests/utilities/test_serpapi.py`
are not executed during the `make test`._
11 months ago
Nuno Campos c4fdf78d03
Fix AddableDict raising exception when used with non-addable values (#12785)
<!-- Thank you for contributing to LangChain!

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 -->
11 months ago
Erick Friis 49e283a0cd
CLI 0.0.13, Configurable Template Demo (#12796) 11 months ago
Nuno Campos d1c6ad7769
Fix on_llm_new_token(chunk=) for some chat models (#12784)
It was passing in message instead of generation

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  - **Description:** a description of the change, 
  - **Issue:** the issue # it fixes (if applicable),
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11 months ago
Erick Friis 070823f294
CLI 0.0.12 (#12787) 11 months ago
Bagatur 979501c0ca
bump 329 (#12778) 11 months ago
Erick Friis da821320d3
Fixes 'Nonetype' not iterable for ObsidianLoader (#12751)
Implements #12726 from @Di3mex
11 months ago
Eugene Yurtsev b1caae62fd
APIChain add restrictions to domains (CVE-2023-32786) (#12747)
* Restrict the chain to specific domains by default
* This is a breaking change, but it will fail loudly upon object
instantiation -- so there should be no silent errors for users
* Resolves CVE-2023-32786
11 months ago
Erick Friis 4421ba46d7
Demo Server, Fix Timescale (#12746)
- improve demo server
- missing deps
11 months ago
Eugene Yurtsev 0e1aedb9f4
Use jinja2 sandboxing by default (#12733)
* This is an opt-in feature, so users should be aware of risks if using
jinja2.
* Regardless we'll add sandboxing by default to jinja2 templates -- this
  sandboxing is a best effort basis.
* Best strategy is still to make sure that jinja2 templates are only
loaded from trusted sources.
11 months ago
Erick Friis 14340ee7cd
use http.client instead of urllib3 (#12660)
dep problems with requests

cloudflare debugging not worth it with urllib
11 months ago
Bagatur eee5181b7a
bump 328, exp 37 (#12722) 11 months ago
Erick Friis 3405dbbc64
dash not underscore (#12716)
template names are auto-populating with the wrong convention (with
underscores)
11 months ago
123-fake-st 8bd3ce59cd
PyPDFLoader use url in metadata source if file is a web path (#12092)
**Description:** Update `langchain.document_loaders.pdf.PyPDFLoader` to
store url in metadata (instead of a temporary file path) if user
provides a web path to a pdf

- **Issue:** Related to #7034; the reporter on that issue submitted a PR
updating `PyMuPDFParser` for this behavior, but it has unresolved merge
issues as of 20 Oct 2023 #7077
- In addition to `PyPDFLoader` and `PyMuPDFParser`, these other classes
in `langchain.document_loaders.pdf` exhibit similar behavior and could
benefit from an update: `PyPDFium2Loader`, `PDFMinerLoader`,
`PDFMinerPDFasHTMLLoader`, `PDFPlumberLoader` (I'm happy to contribute
to some/all of that, including assisting with `PyMuPDFParser`, if my
work is agreeable)
- The root cause is that the underlying pdf parser classes, e.g.
`langchain.document_loaders.parsers.pdf.PyPDFParser`, never receive
information about the url; the parsers receive a
`langchain.document_loaders.blob_loaders.blob`, which contains the pdf
contents and local file path, but not the url
- This update passes the web path directly to the parser since it's
minimally invasive and doesn't require further changes to maintain
existing behavior for local files... bigger picture, I'd consider
extending `blob` so that extra information like this can be
communicated, but that has much bigger implications on the codebase
which I think warrants maintainer input

  - **Dependencies:** None

```python
# old behavior
>>> from langchain.document_loaders import PyPDFLoader
>>> loader = PyPDFLoader('https://arxiv.org/pdf/1706.03762.pdf')
>>> docs = loader.load()
>>> docs[0].metadata
{'source': '/var/folders/w2/zx77z1cs01s1thx5dhshkd58h3jtrv/T/tmpfgrorsi5/tmp.pdf', 'page': 0}

# new behavior
>>> from langchain.document_loaders import PyPDFLoader
>>> loader = PyPDFLoader('https://arxiv.org/pdf/1706.03762.pdf')
>>> docs = loader.load()
>>> docs[0].metadata
{'source': 'https://arxiv.org/pdf/1706.03762.pdf', 'page': 0}
```
11 months ago
Dave Kwon b1954aab13
feat: Add page metadata on PDFMinerLoader (#12277)
- **Description:** #12273 's suggestion PR
Like other PDFLoader, loading pdf per each page and giving page
metadata.
  - **Issue:** #12273 
  - **Twitter handle:** @blue0_0hope

---------

Co-authored-by: Eugene Yurtsev <eyurtsev@gmail.com>
11 months ago
Duda Nogueira 7148f3e1fe
Weaviate - Fix schema existence check (#12711)
This will allow you create the schema beforehand. The check was failing
and preventing importing into existing classes.

<!-- Thank you for contributing to LangChain!

Replace this entire comment with:
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11 months ago
Aidos Kanapyanov ae63c186af
Mask API key for Anyscale LLM (#12406)
Description: Add masking of API Key for Anyscale LLM when printed.
Issue: #12165 
Dependencies: None
Tag maintainer: @eyurtsev

---------

Co-authored-by: Bagatur <baskaryan@gmail.com>
Co-authored-by: Eugene Yurtsev <eyurtsev@gmail.com>
11 months ago
Predrag Gruevski 5ae51a8a85
Fix typo highlighted by `ruff` autoformatter. (#12691)
H/t @MichaReiser for spotting it:
https://github.com/langchain-ai/langchain/pull/12585/files#r1378253045
11 months ago
Erick Friis 44c8b159b9
properly increment version in cli (#12685)
Went from 0.0.9 -> 0.0.11 without releasing. Back to 10, then release.
11 months ago
Leonid Ganeline ddcec005bc
fix for `YahooFinanceNewsTool` (#12665)
Added YahooFinanceNewsTool to the __init__.py 
It was missed here.
11 months ago
Predrag Gruevski 01a3c9b94e
Use an in-project virtualenv in the CLI package. (#12678)
Keeping it in sync with how our other packages are configured.
11 months ago
Jacob Lee bd668fcea1
Adds version CLI command (#12619)
Will be automatically bumped with `poetry version patch`.

@efriis @hwchase17

---------

Co-authored-by: Erick Friis <erick@langchain.dev>
11 months ago
Frank bf5805bb32
Add quip loader (#12259)
- **Description:** implement [quip](https://quip.com) loader
  - **Issue:** https://github.com/langchain-ai/langchain/issues/10352
  - **Dependencies:** No
  -  pass make format, make lint, make test

---------

Co-authored-by: Hao Fan <h_fan@apple.com>
Co-authored-by: Bagatur <baskaryan@gmail.com>
11 months ago
Roman Vasilyev c9a6940d58
PGVector fix (#12592)
latest release broken, this fixes it

---------

Co-authored-by: Roman Vasilyev <rvasilyev@mozilla.com>
Co-authored-by: Eugene Yurtsev <eyurtsev@gmail.com>
11 months ago
Predrag Gruevski e8b99364b3
Use `ruff` for both linting and formatting in `langchain-cli`. (#12672)
Prior to this PR, `ruff` was used only for linting and not for
formatting, despite the names of the commands. This PR makes it be used
for both linting code and autoformatting it.
11 months ago
Margaret Qian acfc485808
Update MosaicML Embedding Input Key (#12657)
This input key was missed in the last update PR:
https://github.com/langchain-ai/langchain/pull/7391

The input/output formats are intended to be like this:

```
{"inputs": [<prompt>]} 

{"outputs": [<output_text>]}
```
11 months ago
Predrag Gruevski c871cc5055
Remove `print()` statements which seemed leftover from debugging. (#12648)
Added in #12159 presumably during debugging. Right now they cause a bit of visual noise.
11 months ago
Noam Gat 14e8c74736
LM Format Enforcer Integration + Sample Notebook (#12625)
## Description

This PR adds support for
[lm-format-enforcer](https://github.com/noamgat/lm-format-enforcer) to
LangChain.

![image](https://raw.githubusercontent.com/noamgat/lm-format-enforcer/main/docs/Intro.webp)

The library is similar to jsonformer / RELLM which are supported in
Langchain, but has several advantages such as
- Batching and Beam search support
- More complete JSON Schema support
- LLM has control over whitespace, improving quality
- Better runtime performance due to only calling the LLM's generate()
function once per generate() call.

The integration is loosely based on the jsonformer integration in terms
of project structure.

## Dependencies

No compile-time dependency was added, but if `lm-format-enforcer` is not
installed, a runtime error will occur if it is trying to be used.

## Tests

Due to the integration modifying the internal parameters of the
underlying huggingface transformer LLM, it is not possible to test
without building a real LM, which requires internet access. So, similar
to the jsonformer and RELLM integrations, the testing is via the
notebook.

## Twitter Handle

[@noamgat](https://twitter.com/noamgat)


Looking forward to hearing feedback!

---------

Co-authored-by: Bagatur <baskaryan@gmail.com>
11 months ago
Erick Friis 7f6e751a3d
template updates (#12646) 11 months ago
Predrag Gruevski f94e24dfd7
Install and use `ruff format` instead of black for code formatting. (#12585)
Best to review one commit at a time, since two of the commits are 100%
autogenerated changes from running `ruff format`:
- Install and use `ruff format` instead of black for code formatting.
- Output of `ruff format .` in the `langchain` package.
- Use `ruff format` in experimental package.
- Format changes in experimental package by `ruff format`.
- Manual formatting fixes to make `ruff .` pass.
11 months ago
William FH bfd719f9d8
bind_functions convenience method (#12518)
I always take 20-30 seconds to re-discover where the
`convert_to_openai_function` wrapper lives in our codebase. Chat
langchain [has no
clue](https://smith.langchain.com/public/3989d687-18c7-4108-958e-96e88803da86/r)
what to do either. There's the older `create_openai_fn_chain` , but we
haven't been recommending it in LCEL. The example we show in the
[cookbook](https://python.langchain.com/docs/expression_language/how_to/binding#attaching-openai-functions)
is really verbose.


General function calling should be as simple as possible to do, so this
seems a bit more ergonomic to me (feel free to disagree). Another option
would be to directly coerce directly in the class's init (or when
calling invoke), if provided. I'm not 100% set against that. That
approach may be too easy but not simple. This PR feels like a decent
compromise between simple and easy.

```
from enum import Enum
from typing import Optional

from pydantic import BaseModel, Field


class Category(str, Enum):
    """The category of the issue."""

    bug = "bug"
    nit = "nit"
    improvement = "improvement"
    other = "other"


class IssueClassification(BaseModel):
    """Classify an issue."""

    category: Category
    other_description: Optional[str] = Field(
        description="If classified as 'other', the suggested other category"
    )
    

from langchain.chat_models import ChatOpenAI

llm = ChatOpenAI().bind_functions([IssueClassification])
llm.invoke("This PR adds a convenience wrapper to the bind argument")

# AIMessage(content='', additional_kwargs={'function_call': {'name': 'IssueClassification', 'arguments': '{\n  "category": "improvement"\n}'}})
```
11 months ago
Nuno Campos 3143324984
Improve Runnable type inference for input_schemas (#12630)
- Prefer lambda type annotations over inferred dict schema
- For sequences that start with RunnableAssign infer seq input type as
"input type of 2nd item in sequence - output type of runnable assign"
11 months ago
Nuno Campos 2f563cee20
Add Runnable.with_listeners() (#12549)
- This binds start/end/error listeners to a runnable, which will be
called with the Run object
11 months ago
Bagatur bcc62d63be
bump 327 (#12623) 11 months ago
Erick Friis a1fae1fddd
Readme rewrite (#12615)
Co-authored-by: Lance Martin <lance@langchain.dev>
Co-authored-by: Harrison Chase <hw.chase.17@gmail.com>
11 months ago
Yujie Qian 1dbb77d7db
VoyageEmbeddings (#12608)
- **Description:** Integrate VoyageEmbeddings into LangChain, with tests
and docs
  - **Issue:** N/A
  - **Dependencies:** N/A
  - **Tag maintainer:** N/A
  - **Twitter handle:** @Voyage_AI_

---------

Co-authored-by: Bagatur <baskaryan@gmail.com>
11 months ago
chocolate4 92bf40a921
Add a new vector store hippo for langchain #11763 (#12412)
#11763

---------

Co-authored-by: TranswarpHippo <hippo.0.assistant@gmail.com>
Co-authored-by: Bagatur <baskaryan@gmail.com>
11 months ago
Karthik Raja A 342d6c7ab6
Multi on client toolkit (#12392)
Replace this entire comment with:
-Add MultiOn close function and update key value and add async
functionality
- solved the key value TabId not found.. (updated to use latest key
value)
  
@hwchase17
11 months ago
Prabin Nepal b109cb031b
SecretStr for fireworks api (#12475)
- **Description:** This pull request removes secrets present in raw
format,
- **Issue:** Fireworks api key was exposed when printing out the
langchain object
[#12165](https://github.com/langchain-ai/langchain/issues/12165)
 - **Maintainer:** @eyurtsev

---------

Co-authored-by: Bagatur <baskaryan@gmail.com>
11 months ago
Harrison Chase a32c236c64
bump cli to 009 (#12611) 11 months ago
Martin Schade 0c7f1d8b21
Textract linearizer (#12446)
**Description:** Textract PDF Loader generating linearized output,
meaning it will replicate the structure of the source document as close
as possible based on the features passed into the call (e. g. LAYOUT,
FORMS, TABLES). With LAYOUT reading order for multi-column documents or
identification of lists and figures is supported and with TABLES it will
generate the table structure as well. FORMS will indicate "key: value"
with columms.
  - **Issue:** the issue fixes #12068 
- **Dependencies:** amazon-textract-textractor is added, which provides
the linearization
  - **Tag maintainer:** @3coins 

---------

Co-authored-by: Bagatur <baskaryan@gmail.com>
11 months ago
Erick Friis f39246bd7e
cli should pull instead of delete+clone (#12607)
Co-authored-by: Harrison Chase <hw.chase.17@gmail.com>
11 months ago
Harrison Chase 8b5e879171
add a template for the package readme (#12499)
Co-authored-by: Erick Friis <erick@langchain.dev>
11 months ago
Bagatur 9bedda50f2
Bagatur/lakefs loader2 (#12524)
Co-authored-by: Jonathan Rosenberg <96974219+Jonathan-Rosenberg@users.noreply.github.com>
11 months ago
Ackermann Yuriy 99b69fe607
Fixed missing optional tags. Added default key value for Ollama (#12599)
Added missing Optional typings. Added default values for Ollama optional
keys.

---------

Co-authored-by: Bagatur <baskaryan@gmail.com>
11 months ago
Bagatur 016813d189
factor out to_secret (#12593) 11 months ago
hsuyuming 630ae24b28
implement get_num_tokens to use google's count_tokens function (#10565)
can get the correct token count instead of using gpt-2 model

**Description:** 
Implement get_num_tokens within VertexLLM to use google's count_tokens
function.
(https://cloud.google.com/vertex-ai/docs/generative-ai/get-token-count).
So we don't need to download gpt-2 model from huggingface, also when we
do the mapreduce chain we can get correct token count.

**Tag maintainer:** 
@lkuligin 
**Twitter handle:** 
My twitter: @abehsu1992626

---------

Co-authored-by: Bagatur <baskaryan@gmail.com>
11 months ago
Pham Vu Thai Minh 33e77a1007
Async support for FAISS (#11333)
Following this tutoral about using OpenAI Embeddings with FAISS

https://python.langchain.com/docs/integrations/vectorstores/faiss

```python
from langchain.embeddings.openai import OpenAIEmbeddings
from langchain.text_splitter import CharacterTextSplitter
from langchain.vectorstores import FAISS
from langchain.document_loaders import TextLoader
from langchain.document_loaders import TextLoader

loader = TextLoader("../../../extras/modules/state_of_the_union.txt")
documents = loader.load()
text_splitter = CharacterTextSplitter(chunk_size=1000, chunk_overlap=0)
docs = text_splitter.split_documents(documents)

embeddings = OpenAIEmbeddings()
```

This works fine

```python
db = FAISS.from_documents(docs, embeddings)
query = "What did the president say about Ketanji Brown Jackson"
docs = db.similarity_search(query)
```

But the async version is not

```python
db = await FAISS.afrom_documents(docs, embeddings)  # NotImplementedError
query = "What did the president say about Ketanji Brown Jackson"

docs = await db.asimilarity_search(query) # this will use await asyncio.get_event_loop().run_in_executor under the hood and will not call OpenAIEmbeddings.aembed_query but call OpenAIEmbeddings.embed_query
```

So this PR add async/await supports for FAISS

---------

Co-authored-by: Eugene Yurtsev <eyurtsev@gmail.com>
11 months ago
Jeff Zhuo 13b89815a3
Issue: fix the issue #11648 init minimax llm (#12554)
e https://github.com/langchain-ai/langchain/issues/11648 Minimax
llm failed to initialize

The idea of this fix is
https://github.com/langchain-ai/langchain/issues/10917#issuecomment-1765606725

do not use  underscore in python model class

---------

Co-authored-by: zhuojianming@cmcm.com <zhuojianming@cmcm.com>
Co-authored-by: Bagatur <baskaryan@gmail.com>
11 months ago
Florian Valeye bfb27324cb
[Matching Engine] Update the Matching Engine to include the distance and filters (#12555)
Hello 👋,

This Pull Request adds more capability to the
[MatchingEngine](https://api.python.langchain.com/en/latest/vectorstores/langchain.vectorstores.matching_engine.MatchingEngine.html)
vectorstore of GCP. It includes the
`similarity_search_by_vector_with_relevance_scores` function and also
[filters](https://cloud.google.com/vertex-ai/docs/vector-search/filtering)
to `filter` the namespaces when retrieving the results.

- **Description:** Add
[filter](https://cloud.google.com/python/docs/reference/aiplatform/latest/google.cloud.aiplatform.MatchingEngineIndexEndpoint#google_cloud_aiplatform_MatchingEngineIndexEndpoint_find_neighbors)
in `similarity_search` and add
`similarity_search_by_vector_with_relevance_scores` method
  - **Dependencies:** None
  - **Tag maintainer:** Unknown

Thank you!

---------

Co-authored-by: Bagatur <baskaryan@gmail.com>
11 months ago
Harrison Chase 1d51363e49
change project template (#12493) 11 months ago
Holt Skinner e53b9ccd70
feat: Add Google Cloud Text-to-Speech Tool (#12572)
- Add Tool for [Google Cloud
Text-to-Speech](https://cloud.google.com/text-to-speech)
- Follows similar structure to [Eleven Labs
Text2Speech](https://python.langchain.com/docs/integrations/tools/eleven_labs_tts)

---------

Co-authored-by: Bagatur <baskaryan@gmail.com>
11 months ago
Adilkhan Sarsen 6e702b9c36
Deep memory support in LangChain (#12268)
- Description: adding support to Activeloop's DeepMemory feature that
boosts recall up to 25%. Added Jupyter notebook showcasing the feature
and also made index params explicit.
- Twitter handle: will really appreciate if we could announce this on
twitter.

---------

Co-authored-by: adolkhan <adilkhan.sarsen@alumni.nu.edu.kz>
11 months ago
billytrend-cohere b1e3843931
Add client_name="langchain" to Cohere usage (#11328)
Hey, we're looking to invest more in adding cohere integrations to
langchain so would love to get more of an idea for how it's used.
Hopefully this pr is acceptable. This week I'm also going to be looking
into adding our new [retrieval augmented generation
product](https://txt.cohere.com/chat-with-rag/) to langchain.

---------

Co-authored-by: Bagatur <baskaryan@gmail.com>
11 months ago
Bagatur 37aec1e050
bump 326 (#12569) 11 months ago
Eugene Yurtsev 1b1a2d5740
Image Caption accepts bytes for images (#12561)
Accept bytes for images in image caption

---------

Co-authored-by: webcoderz <19884161+webcoderz@users.noreply.github.com>
11 months ago
Nuno Campos 7897483819
Allow astream_log to be used inside atrace_as_chain_group (#12558)
<!-- Thank you for contributing to LangChain!

Replace this entire comment with:
  - **Description:** a description of the change, 
  - **Issue:** the issue # it fixes (if applicable),
  - **Dependencies:** any dependencies required for this change,
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Please make sure your PR is passing linting and testing before
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See contribution guidelines for more information on how to write/run
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If you're adding a new integration, please include:
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If no one reviews your PR within a few days, please @-mention one of
@baskaryan, @eyurtsev, @hwchase17.
 -->
11 months ago
Holt Skinner e05bb938de
Merge pull request #12433
* feat: Add Google Cloud Translation document transformer

* Merge branch 'langchain-ai:master' into google-translate

* Add documentation for Google Translate Document Transformer

* Fix line length error

* Merge branch 'master' into google-translate

* Merge branch 'google-translate' of https://github.com/holtskinner/lan…

* Addressed code review comments

* Merge branch 'master' into google-translate

* Merge branch 'google-translate' of https://github.com/holtskinner/lan…

* Removed extra variable

* Merge branch 'google-translate' of https://github.com/holtskinner/lan…

* Merge branch 'master' into google-translate

* Merge branch 'google-translate' of https://github.com/holtskinner/lan…

* Removed extra import
11 months ago
Samad Koita d1fdcd4fcb
Masking of API Key for GooseAI LLM (#12496)
Description: Add masking of API Key for GooseAI LLM when printed.
Issue: https://github.com/langchain-ai/langchain/issues/12165
Dependencies: None
Tag maintainer: @eyurtsev

---------

Co-authored-by: Samad Koita <>
11 months ago
Andrew Zhou 64c4a698a8
More comprehensive readthedocs document loader (#12382)
## **Description:**
When building our own readthedocs.io scraper, we noticed a couple
interesting things:

1. Text lines with a lot of nested <span> tags would give unclean text
with a bunch of newlines. For example, for [Langchain's
documentation](https://api.python.langchain.com/en/latest/document_loaders/langchain.document_loaders.readthedocs.ReadTheDocsLoader.html#langchain.document_loaders.readthedocs.ReadTheDocsLoader),
a single line is represented in a complicated nested HTML structure, and
the naive `soup.get_text()` call currently being made will create a
newline for each nested HTML element. Therefore, the document loader
would give a messy, newline-separated blob of text. This would be true
in a lot of cases.

<img width="945" alt="Screenshot 2023-10-26 at 6 15 39 PM"
src="https://github.com/langchain-ai/langchain/assets/44193474/eca85d1f-d2bf-4487-a18a-e1e732fadf19">
<img width="1031" alt="Screenshot 2023-10-26 at 6 16 00 PM"
src="https://github.com/langchain-ai/langchain/assets/44193474/035938a0-9892-4f6a-83cd-0d7b409b00a3">

Additionally, content from iframes, code from scripts, css from styles,
etc. will be gotten if it's a subclass of the selector (which happens
more often than you'd think). For example, [this
page](https://pydeck.gl/gallery/contour_layer.html#) will scrape 1.5
million characters of content that looks like this:

<img width="1372" alt="Screenshot 2023-10-26 at 6 32 55 PM"
src="https://github.com/langchain-ai/langchain/assets/44193474/dbd89e39-9478-4a18-9e84-f0eb91954eac">

Therefore, I wrote a recursive _get_clean_text(soup) class function that
1. skips all irrelevant elements, and 2. only adds newlines when
necessary.

2. Index pages (like [this
one](https://api.python.langchain.com/en/latest/api_reference.html))
would be loaded, chunked, and eventually embedded. This is really bad
not just because the user will be embedding irrelevant information - but
because index pages are very likely to show up in retrieved content,
making retrieval less effective (in our tests). Therefore, I added a
bool parameter `exclude_index_pages` defaulted to False (which is the
current behavior — although I'd petition to default this to True) that
will skip all pages where links take up 50%+ of the page. Through manual
testing, this seems to be the best threshold.



## Other Information:
  - **Issue:** n/a
  - **Dependencies:** n/a
  - **Tag maintainer:** n/a
  - **Twitter handle:** @andrewthezhou

---------

Co-authored-by: Andrew Zhou <andrew@heykona.com>
Co-authored-by: Bagatur <baskaryan@gmail.com>
11 months ago
Peter Vandenabeele 3468c038ba
Add unit tests for document_transformers/beautiful_soup_transformer.py (#12520)
- **Description:**
* Add unit tests for document_transformers/beautiful_soup_transformer.py
* Basic functionality is tested (extract tags, remove tags, drop lines)
    * add a FIXME comment about the order of tags that is not preserved
      (and a passing test, but with the expected tags now out-of-order)
  - **Issue:** None
  - **Dependencies:** None
  - **Tag maintainer:** @rlancemartin 
  - **Twitter handle:** `peter_v`

Please make sure your PR is passing linting and testing before
submitting.

=> OK: I ran `make format`, `make test` (passing after install of
beautifulsoup4) and `make lint`.
11 months ago
Anirudh Gautam b257e6a4e8
Mask API key for AI21 LLM (#12418)
- **Description:** Added masking of the API Key for AI21 LLM when
printed and improved the docstring for AI21 LLM.
- Updated the AI21 LLM to utilize SecretStr from pydantic to securely
manage API key.
- Made improvements in the docstring of AI21 LLM. It now mentions that
the API key can also be passed as a named parameter to the constructor.
    - Added unit tests.
  - **Issue:** #12165 
  - **Tag maintainer:** @eyurtsev

---------

Co-authored-by: Anirudh Gautam <anirudh@Anirudhs-Mac-mini.local>
11 months ago
silvhua 9dead1034c
`_dalle_image_url` returns list of urls if n>1 (#11800)
- **Description:** Updated the `_dalle_image_url` method to return a
list of URLs if self.n>1,
  - **Issue:** #10691,
  - **Dependencies:** unsure,
  - **Tag maintainer:** @eyurtsev,
  - **Twitter handle:** @silvhua
---------

Co-authored-by: Bagatur <baskaryan@gmail.com>
11 months ago
Bagatur 1815ea2fdb
OpenAI runnable constructor (#12455) 11 months ago
William FH a830b809f3
Patch forward ref bug (#12508)
Currently this gives a bug:
```
from langchain.schema.runnable import RunnableLambda

bound = RunnableLambda(lambda x: x).with_config({"callbacks": []})

# ConfigError: field "callbacks" not yet prepared so type is still a ForwardRef, you might need to call RunnableConfig.update_forward_refs().
```

Rather than deal with cyclic imports and extra load time, etc., I think
it makes sense to just have a separate Callbacks definition here that is
a relaxed typehint.
11 months ago
William FH 36204c2baf
Evaluation Callback Multi Response (#12505)
1. Allow run evaluators to return {"results": [list of evaluation
results]} in the evaluator callback.
2. Allows run evaluators to pick the target run ID to provide feedback
to

(1) means you could do something like a function call that populates a
full rubric in one go (not sure how reliable that is in general though)
rather than splitting off into separate LLM calls - cheaper and less
code to write
(2) means you can provide feedback to runs on subsequent calls.
Immediate use case is if you wanted to add an evaluator to a chat bot
and assign to assign to previous conversation turns


have a corresponding one in the SDK
11 months ago
Harrison Chase 9e0ae56287
various templates improvements (#12500) 11 months ago
0xC9 79cf01366e
Update tool.py (#12472)
In the GoogleSerperResults class, the name field is defined as
'google_serrper_results_json'. This looks like a typo, and perhaps
should be 'google_serper_results_json'.

<!-- Thank you for contributing to LangChain!

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

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

See contribution guidelines for more information on how to write/run
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If you're adding a new integration, please include:
1. a test for the integration, preferably unit tests that do not rely on
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2. an example notebook showing its use. It lives in `docs/extras`
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@baskaryan, @eyurtsev, @hwchase17.
 -->
11 months ago