Commit Graph

10336 Commits (7677ceea6015bfccd44759a128daedcd87c59433)
 

Author SHA1 Message Date
Rajendra Kadam ee8aa54f53
community[patch]: Fix source path mismatch in PebbloSafeLoader (#23857)
**Description:** Fix for source path mismatch in PebbloSafeLoader. The
fix involves storing the full path in the doc metadata in VectorDB
**Issue:** NA, caught in internal testing
**Dependencies:** NA
**Add tests**:  Updated tests
3 months ago
Eugene Yurtsev 5b7d5f7729
core[patch]: Add comment to clarify aadd_documents (#23920)
Add comment to clarify how add documents works
3 months ago
Eugene Yurtsev e0889384d9
standard-tests[minor]: add unit tests for testing get_by_ids, aget_by_ids, upsert, aupsert_by_ids (#23919)
These standard unit tests provide standard tests for functionality
introduced in these PRs:

* https://github.com/langchain-ai/langchain/pull/23774
* https://github.com/langchain-ai/langchain/pull/23594
3 months ago
ccurme 74c7198906
core, anthropic[patch]: support streaming tool calls when function has no arguments (#23915)
resolves https://github.com/langchain-ai/langchain/issues/23911

When an AIMessageChunk is instantiated, we attempt to parse tool calls
off of the tool_call_chunks.

Here we add a special-case to this parsing, where `""` will be parsed as
`{}`.

This is a reaction to how Anthropic streams tool calls in the case where
a function has no arguments:
```
{'id': 'toolu_01J8CgKcuUVrMqfTQWPYh64r', 'input': {}, 'name': 'magic_function', 'type': 'tool_use', 'index': 1}
{'partial_json': '', 'type': 'tool_use', 'index': 1}
```
The `partial_json` does not accumulate to a valid json string-- most
other providers tend to emit `"{}"` in this case.
3 months ago
Mateusz Szewczyk 902b57d107
IBM: Added WatsonxChat passing params to invoke method (#23758)
Thank you for contributing to LangChain!

- [x] **PR title**: "IBM: Added WatsonxChat to chat models preview,
update passing params to invoke method"


- [x] **PR message**: 
- **Description:** Added WatsonxChat passing params to invoke method,
added integration tests
    - **Dependencies:** `ibm_watsonx_ai`


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


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

---------

Co-authored-by: Erick Friis <erick@langchain.dev>
3 months ago
ccurme 1f5a163f42
langchain[patch]: deprecate QAGenerationChain (#23730) 3 months ago
ccurme 25de47878b
langchain[patch]: deprecate AnalyzeDocumentChain (#23769) 3 months ago
Christophe Bornet 42d049f618
core[minor]: Add Graph Store component (#23092)
This PR introduces a GraphStore component. GraphStore extends
VectorStore with the concept of links between documents based on
document metadata. This allows linking documents based on a variety of
techniques, including common keywords, explicit links in the content,
and other patterns.

This works with existing Documents, so it’s easy to extend existing
VectorStores to be used as GraphStores. The interface can be implemented
for any Vector Store technology that supports metadata, not only graph
DBs.

When retrieving documents for a given query, the first level of search
is done using classical similarity search. Next, links may be followed
using various traversal strategies to get additional documents. This
allows documents to be retrieved that aren’t directly similar to the
query but contain relevant information.

2 retrieving methods are added to the VectorStore ones : 
* traversal_search which gets all linked documents up to a certain depth
* mmr_traversal_search which selects linked documents using an MMR
algorithm to have more diverse results.

If a depth of retrieval of 0 is used, GraphStore is effectively a
VectorStore. It enables an easy transition from a simple VectorStore to
GraphStore by adding links between documents as a second step.

An implementation for Apache Cassandra is also proposed.

See
https://github.com/datastax/ragstack-ai/blob/main/libs/knowledge-store/notebooks/astra_support.ipynb
for a notebook explaining how to use GraphStore and that shows that it
can answer correctly to questions that a simple VectorStore cannot.

**Twitter handle:** _cbornet
3 months ago
Leonid Ganeline 77f5fc3d55
core: docstrings `load` (#23787)
Added missed docstrings. Formatted docstrings to the consistent form.
3 months ago
Eugene Yurtsev 6f08e11d7c
core[minor]: add upsert, streaming_upsert, aupsert, astreaming_upsert methods to the VectorStore abstraction (#23774)
This PR rolls out part of the new proposed interface for vectorstores
(https://github.com/langchain-ai/langchain/pull/23544) to existing store
implementations.

The PR makes the following changes:

1. Adds standard upsert, streaming_upsert, aupsert, astreaming_upsert
methods to the vectorstore.
2. Updates `add_texts` and `aadd_texts` to be non required with a
default implementation that delegates to `upsert` and `aupsert` if those
have been implemented. The original `add_texts` and `aadd_texts` methods
are problematic as they spread object specific information across
document and **kwargs. (e.g., ids are not a part of the document)
3. Adds a default implementation to `add_documents` and `aadd_documents`
that delegates to `upsert` and `aupsert` respectively.
4. Adds standard unit tests to verify that a given vectorstore
implements a correct read/write API.

A downside of this implementation is that it creates `upsert` with a
very similar signature to `add_documents`.
The reason for introducing `upsert` is to:
* Remove any ambiguities about what information is allowed in `kwargs`.
Specifically kwargs should only be used for information common to all
indexed data. (e.g., indexing timeout).
*Allow inheriting from an anticipated generalized interface for indexing
that will allow indexing `BaseMedia` (i.e., allow making a vectorstore
for images/audio etc.)
 
`add_documents` can be deprecated in the future in favor of `upsert` to
make sure that users have a single correct way of indexing content.

---------

Co-authored-by: ccurme <chester.curme@gmail.com>
3 months ago
G Sreejith 3c752238c5
core[patch]: Fix typo in docstring (graphm -> graph) (#23910)
Changes has been as per the request
Replaced graphm with graph
3 months ago
Leonid Ganeline 12c92b6c19
core: docstrings `outputs` (#23889)
Added missed docstrings. Formatted docstrings to the consistent form.
3 months ago
Leonid Ganeline 1eca98ec56
core: docstrings `prompts` (#23890)
Added missed docstrings. Formatted docstrings to the consistent form.
3 months ago
Philippe PRADOS 289960bc60
community[patch]: Redis.delete should be a regular method not a static method (#23873)
The `langchain_common.vectostore.Redis.delete()` must not be a
`@staticmethod`.

With the current implementation, it's not possible to have multiple
instances of Redis vectorstore because all versions must share the
`REDIS_URL`.

It's not conform with the base class.
3 months ago
Mohammad Mohtashim 2274d2b966
core[patch]: Accounting for Optional Input Variables in BasePromptTemplate (#22851)
**Description**: After reviewing the prompts API, it is clear that the
only way a user can explicitly mark an input variable as optional is
through the `MessagePlaceholder.optional` attribute. Otherwise, the user
must explicitly pass in the `input_variables` expected to be used in the
`BasePromptTemplate`, which will be validated upon execution. Therefore,
to semantically handle a `MessagePlaceholder` `variable_name` as
optional, we will treat the `variable_name` of `MessagePlaceholder` as a
`partial_variable` if it has been marked as optional. This approach
aligns with how the `variable_name` of `MessagePlaceholder` is already
handled
[here](https://github.com/keenborder786/langchain/blob/optional_input_variables/libs/core/langchain_core/prompts/chat.py#L991).
Additionally, an attribute `optional_variable` has been added to
`BasePromptTemplate`, and the `variable_name` of `MessagePlaceholder` is
also made part of `optional_variable` when marked as optional.

Moreover, the `get_input_schema` method has been updated for
`BasePromptTemplate` to differentiate between optional and non-optional
variables.

**Issue**: #22832, #21425

---------

Co-authored-by: Harrison Chase <hw.chase.17@gmail.com>
Co-authored-by: Eugene Yurtsev <eyurtsev@gmail.com>
3 months ago
Klaudia Lemiec a2082bc1f8
docs: Arxiv docs update (#23871)
- [X] **PR title**
- [X] **PR message**: ***Delete this entire checklist*** and replace
with
    - **Description:** Update of docstrings and docpages
- **Issue:**
[22866](https://github.com/langchain-ai/langchain/issues/22866)

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

- [X] **Lint and test**
3 months ago
jonathan | ヨナタン d311f22182
Langchain: fixed a typo in the imports (#23864)
Description: Fixed a typo during the imports for the
GoogleDriveSearchTool
    
Issue: It's only for the docs, but it bothered me so i decided to fix it
quickly :D
3 months ago
Arun Sasidharan db6512aa35
docs: fix typo in llm_chain.ipynb (#23907)
- Fix typo in the tutorial step
- Add some context on `text`
3 months ago
André Quintino 99b1467b63
community: add support for 'cloud' parameter in JiraAPIWrapper (#23057)
- **Description:** Enhance JiraAPIWrapper to accept the 'cloud'
parameter through an environment variable. This update allows more
flexibility in configuring the environment for the Jira API.
 - **Twitter handle:** Andre_Q_Pereira

---------

Co-authored-by: André Quintino <andre.quintino@tui.com>
Co-authored-by: Eugene Yurtsev <eyurtsev@gmail.com>
Co-authored-by: Chester Curme <chester.curme@gmail.com>
3 months ago
wenngong b1e90b3075
community: add model_name param valid for GPT4AllEmbeddings (#23867)
Description: add model_name param valid for GPT4AllEmbeddings

Issue: #23863 #22819

---------

Co-authored-by: gongwn1 <gongwn1@lenovo.com>
3 months ago
volodymyr-memsql a4eb6d0fb1
community: add SingleStoreDB semantic cache (#23218)
This PR adds a `SingleStoreDBSemanticCache` class that implements a
cache based on SingleStoreDB vector store, integration tests, and a
notebook example.

Additionally, this PR contains minor changes to SingleStoreDB vector
store:
 - change add texts/documents methods to return a list of inserted ids
 - implement delete(ids) method to delete documents by list of ids
 - added drop() method to drop a correspondent database table
- updated integration tests to use and check functionality implemented
above


CC: @baskaryan, @hwchase17

---------

Co-authored-by: Volodymyr Tkachuk <vtkachuk-ua@singlestore.com>
3 months ago
Igor Drozdov bb597b1286
feat(community): add bind_tools function for ChatLiteLLM (#23823)
It's a follow-up to https://github.com/langchain-ai/langchain/pull/23765

Now the tools can be bound by calling `bind_tools`

```python
from langchain_core.pydantic_v1 import BaseModel, Field
from langchain_core.utils.function_calling import convert_to_openai_tool
from langchain_community.chat_models import ChatLiteLLM

class GetWeather(BaseModel):
    '''Get the current weather in a given location'''

    location: str = Field(..., description="The city and state, e.g. San Francisco, CA")

class GetPopulation(BaseModel):
    '''Get the current population in a given location'''

    location: str = Field(..., description="The city and state, e.g. San Francisco, CA")

prompt = "Which city is hotter today and which is bigger: LA or NY?"
# tools = [convert_to_openai_tool(GetWeather), convert_to_openai_tool(GetPopulation)]
tools = [GetWeather, GetPopulation]

llm = ChatLiteLLM(model="claude-3-sonnet-20240229").bind_tools(tools)
ai_msg = llm.invoke(prompt)
print(ai_msg.tool_calls)
```

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

Co-authored-by: Igor Drozdov <idrozdov@gitlab.com>
3 months ago
eliasecchig efb48566d0
docs: add Vertex Feature Store, edit BigQuery Vector Search (#23709)
Add Vertex Feature Store, edit BigQuery Vector Search docs

---------

Co-authored-by: Chester Curme <chester.curme@gmail.com>
3 months ago
Yuki Watanabe 0e916d0d55
community: Overhaul MLflow Integration documentation (#23067) 3 months ago
ccurme e62f8f143f
infra: remove cohere from monorepo scheduled tests (#23846) 3 months ago
Jiejun Tan 2be66a38d8
huggingface: Fix huggingface tei support (#22653)
Update former pull request:
https://github.com/langchain-ai/langchain/pull/22595.

Modified
`libs/partners/huggingface/langchain_huggingface/embeddings/huggingface_endpoint.py`,
where the API call function does not match current [Text Embeddings
Inference
API](https://huggingface.github.io/text-embeddings-inference/#/Text%20Embeddings%20Inference/embed).
One example is:
```json
{
  "inputs": "string",
  "normalize": true,
  "truncate": false
}
```
Parameters in `_model_kwargs` are not passed properly in the latest
version. By the way, the issue *[why cause 413?
#50](https://github.com/huggingface/text-embeddings-inference/issues/50)*
might be solved.
3 months ago
Eugene Yurtsev 9ccc4b1616
core[patch]: Fix logic in BaseChatModel that processes the llm string that is used as a key for caching chat models responses (#23842)
This PR should fix the following issue:
https://github.com/langchain-ai/langchain/issues/23824
Introduced as part of this PR:
https://github.com/langchain-ai/langchain/pull/23416

I am unable to reproduce the issue locally though it's clear that we're
getting a `serialized` object which is not a dictionary somehow.

The test below passes for me prior to the PR as well

```python

def test_cache_with_sqllite() -> None:
    from langchain_community.cache import SQLiteCache

    from langchain_core.globals import set_llm_cache

    cache = SQLiteCache(database_path=".langchain.db")
    set_llm_cache(cache)
    chat_model = FakeListChatModel(responses=["hello", "goodbye"], cache=True)
    assert chat_model.invoke("How are you?").content == "hello"
    assert chat_model.invoke("How are you?").content == "hello"
```
3 months ago
Vadym Barda 9bb623381b
core[minor]: update conversion utils to handle RemoveMessage (#23840) 3 months ago
Eugene Yurtsev 4ab78572e7
core[patch]: Speed up unit tests for imports (#23837)
Speed up unit tests for imports
3 months ago
Nico Puhlmann 4a15fce516
langchain: update declarative_base import (#20056)
**Description**: The ``declarative_base()`` function is now available as
sqlalchemy.orm.declarative_base(). (depreca ted since: 2.0) (Background
on SQLAlchemy 2.0 at: https://sqlalche.me/e/b8d9)

---------

Co-authored-by: Isaac Francisco <78627776+isahers1@users.noreply.github.com>
Co-authored-by: isaac hershenson <ihershenson@hmc.edu>
3 months ago
Mu Xian Ming c06c666ce5
docs: fix docs/tutorials/llm_chain.ipynb (#23807)
to correctly display the link

Co-authored-by: Mu Xianming <mu.xianming@lmwn.com>
3 months ago
Vadym Barda d206df8d3d
docs: improve structure in the agent migration to langgraph guide (#23817) 3 months ago
Théo Deschamps 39b19cf764
core[patch]: extract input variables for `path` and `detail` keys in order to format an `ImagePromptTemplate` (#22613)
- Description: Add support for `path` and `detail` keys in
`ImagePromptTemplate`. Previously, only variables associated with the
`url` key were considered. This PR allows for the inclusion of a local
image path and a detail parameter as input to the format method.
- Issues:
    - fixes #20820 
    - related to #22024 
- Dependencies: None
- Twitter handle: @DeschampsTho5

---------

Co-authored-by: tdeschamps <tdeschamps@kameleoon.com>
Co-authored-by: Eugene Yurtsev <eyurtsev@gmail.com>
Co-authored-by: Eugene Yurtsev <eugene@langchain.dev>
3 months ago
Bagatur a4798802ef
cli[patch]: ruff 0.5 (#23833) 3 months ago
Leonid Ganeline 55f6f91f17
core[patch]: docstrings `output_parsers` (#23825)
Added missed docstrings. Formatted docstrings to the consistent form.
3 months ago
Philippe PRADOS 26cee2e878
partners[patch]: MongoDB vectorstore to return and accept string IDs (#23818)
The mongdb have some errors.
- `add_texts() -> List` returns a list of `ObjectId`, and not a list of
string
- `delete()` with `id` never remove chunks.

---------

Co-authored-by: Eugene Yurtsev <eugene@langchain.dev>
3 months ago
Ikko Eltociear Ashimine 75734fbcf1
community: fix typo in unit tests for test_zenguard.py (#23819)
enviroment -> environment


- [x] **PR title**: "package: description"
- Where "package" is whichever of langchain, community, core,
experimental, etc. is being modified. Use "docs: ..." for purely docs
changes, "templates: ..." for template changes, "infra: ..." for CI
changes.
  - Example: "community: add foobar LLM"
3 months ago
Bagatur a0c2281540
infra: update mypy 1.10, ruff 0.5 (#23721)
```python
"""python scripts/update_mypy_ruff.py"""
import glob
import tomllib
from pathlib import Path

import toml
import subprocess
import re

ROOT_DIR = Path(__file__).parents[1]


def main():
    for path in glob.glob(str(ROOT_DIR / "libs/**/pyproject.toml"), recursive=True):
        print(path)
        with open(path, "rb") as f:
            pyproject = tomllib.load(f)
        try:
            pyproject["tool"]["poetry"]["group"]["typing"]["dependencies"]["mypy"] = (
                "^1.10"
            )
            pyproject["tool"]["poetry"]["group"]["lint"]["dependencies"]["ruff"] = (
                "^0.5"
            )
        except KeyError:
            continue
        with open(path, "w") as f:
            toml.dump(pyproject, f)
        cwd = "/".join(path.split("/")[:-1])
        completed = subprocess.run(
            "poetry lock --no-update; poetry install --with typing; poetry run mypy . --no-color",
            cwd=cwd,
            shell=True,
            capture_output=True,
            text=True,
        )
        logs = completed.stdout.split("\n")

        to_ignore = {}
        for l in logs:
            if re.match("^(.*)\:(\d+)\: error:.*\[(.*)\]", l):
                path, line_no, error_type = re.match(
                    "^(.*)\:(\d+)\: error:.*\[(.*)\]", l
                ).groups()
                if (path, line_no) in to_ignore:
                    to_ignore[(path, line_no)].append(error_type)
                else:
                    to_ignore[(path, line_no)] = [error_type]
        print(len(to_ignore))
        for (error_path, line_no), error_types in to_ignore.items():
            all_errors = ", ".join(error_types)
            full_path = f"{cwd}/{error_path}"
            try:
                with open(full_path, "r") as f:
                    file_lines = f.readlines()
            except FileNotFoundError:
                continue
            file_lines[int(line_no) - 1] = (
                file_lines[int(line_no) - 1][:-1] + f"  # type: ignore[{all_errors}]\n"
            )
            with open(full_path, "w") as f:
                f.write("".join(file_lines))

        subprocess.run(
            "poetry run ruff format .; poetry run ruff --select I --fix .",
            cwd=cwd,
            shell=True,
            capture_output=True,
            text=True,
        )


if __name__ == "__main__":
    main()

```
3 months ago
William FH 6cd56821dc
[Core] Unify function schema parsing (#23370)
Use pydantic to infer nested schemas and all that fun.
Include bagatur's convenient docstring parser
Include annotation support


Previously we didn't adequately support many typehints in the
bind_tools() method on raw functions (like optionals/unions, nested
types, etc.)
3 months ago
Oguz Vuruskaner 2a2c0d1a94
community[deepinfra]: fix tool call parsing. (#23162)
This PR includes fix for DeepInfra tool call parsing.
3 months ago
maang-h 525109e506
feat: Implement ChatBaichuan asynchronous interface (#23589)
- **Description:** Add interface to `ChatBaichuan` to support
asynchronous requests
    - `_agenerate` method
    - `_astream` method

---------

Co-authored-by: ccurme <chester.curme@gmail.com>
3 months ago
Bagatur 8842a0d986
docs: fireworks nit (#23822) 3 months ago
Leonid Ganeline 716a316654
core: docstrings `indexing` (#23785)
Added missed docstrings. Formatted docstrings to the consistent form.
3 months ago
Leonid Ganeline 30fdc2dbe7
core: docstrings `messages` (#23788)
Added missed docstrings. Formatted docstrings to the consistent form.
3 months ago
ccurme 54e730f6e4
fireworks[patch]: read from tool calls attribute (#23820) 3 months ago
Bagatur e787249af1
docs: fireworks standard page (#23816) 3 months ago
Jacob Lee 27aa4d38bf
docs[patch]: Update structured output docs to have more discussion (#23786)
CC @agola11 @ccurme
3 months ago
Bagatur ebb404527f
anthropic[patch]: Release 0.1.19 (#23783) 3 months ago
Bagatur 6168c846b2
openai[patch]: Release 0.1.14 (#23782) 3 months ago
Bagatur cb9812593f
openai[patch]: expose model request payload (#23287)
![Screenshot 2024-06-21 at 3 12 12
PM](https://github.com/langchain-ai/langchain/assets/22008038/6243a01f-1ef6-4085-9160-2844d9f2b683)
3 months ago