Commit Graph

230 Commits (c816d036998ad4a1970c9d90698516e1fbf6812b)

Author SHA1 Message Date
Eugene Yurtsev 30e48c9878
core[patch],community[patch]: Move file chat history back to community (#20834)
Marking as patch since we haven't had releases in between. This just reverting part of a PR from yesterday.
5 months ago
Erick Friis 30c7951505
core: use qualname in beta message (#20361) 5 months ago
Eugene Yurtsev a2cc9b55ba
core[patch]: Remove autoupgrade to addable dict in Runnable/RunnableLambda/RunnablePassthrough transform (#20677)
Causes an issue for this code

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

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

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

parser = JsonOutputToolsParser(first_tool_only=True)

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


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

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

# print(message)
```

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

---

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

---

Likely, need to follow up with the same change for other places in the
code that do the upgrade
5 months ago
Eugene Yurtsev 645b1e142e
core[minor],langchain[patch],community[patch]: Move InMemory and File implementations of Chat History to core (#20752)
This PR moves the implementations for chat history to core. So it's
easier to determine which dependencies need to be broken / add
deprecation warnings
5 months ago
Nuno Campos 48307e46a3
core[patch]: Fix runnable map ser/de (#20631) 5 months ago
Erick Friis 3425988de7
core: deprecation default to qualname (#20578) 5 months ago
aditya thomas cea379e7c7
community, core[callbacks]: move FileCallbackHandler from community to core (#20495)
**Description:** Move `FileCallbackHandler` from community to core
**Issue:** #20493 
**Dependencies:** None

(imo) `FileCallbackHandler` is a built-in LangChain callback handler
like `StdOutCallbackHandler` and should properly be in in core.
5 months ago
Nuno Campos 719da8746e
core: fix attributeerror in runnablelambda.deps (#20569)
- would happen when user's code tries to access attritbute that doesnt
exist, we prefer to let this crash in the user's code, rather than here
- also catch more cases where a runnable is invoked/streamed inside a
lambda. before we weren't seeing these as deps
5 months ago
Nuno Campos 806a54908c
Runnable graph viz improvements (#20529)
- Add conditional: bool property to json representation of the graphs
- Add option to generate mermaid graph stripped of styles (useful as a
text representation of graph)
5 months ago
Nuno Campos f3aa26d6bf
Fix getattr in runnable binding for cases where config is passed in as arg too (#20528)
…s arg too

Thank you for contributing to LangChain!

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


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


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


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

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

If no one reviews your PR within a few days, please @-mention one of
baskaryan, efriis, eyurtsev, hwchase17.
5 months ago
Ravindu Somawansa 5acc7ba622
community[minor]: Add glue catalog loader (#20220)
Add Glue Catalog loader
5 months ago
Erick Friis 7997f3b7f8
core: forward config params to default (#20402)
nuno's fault not mine

---------

Co-authored-by: Nuno Campos <nuno@boringbits.io>
Co-authored-by: Nuno Campos <nuno@langchain.dev>
5 months ago
ccurme 38faa74c23
community[patch]: update use of deprecated llm methods (#20393)
.predict and .predict_messages for BaseLanguageModel and BaseChatModel
5 months ago
Bagatur f1248f8d9a
core[patch]: configurable init params (#20070)
Proposed fix for #20061. need to test

---------

Co-authored-by: Erick Friis <erick@langchain.dev>
5 months ago
Bagatur cb25fa0d55
core[patch]: fix ChatGeneration.text with content blocks (#20294) 5 months ago
Bagatur 03b247cca1
core[patch]: include tool_calls in ai msg chunk serialization (#20291) 5 months ago
Nuno Campos 15271ac832
core: mustache prompt templates (#19980)
Co-authored-by: Erick Friis <erick@langchain.dev>
5 months ago
Bagatur 9514bc4d67
core[minor], ...: add tool calls message (#18947)
core[minor], langchain[patch], openai[minor], anthropic[minor], fireworks[minor], groq[minor], mistralai[minor]

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

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

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


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


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

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

---------

Co-authored-by: Chester Curme <chester.curme@gmail.com>
6 months ago
Christophe Bornet f43b48aebc
core[minor]: Implement aformat_messages for _StringImageMessagePromptTemplate (#20036) 6 months ago
Christophe Bornet 19001e6cb9
core[minor]: Implement aformat for FewShotPromptWithTemplates (#20039) 6 months ago
William FH 039b7a472d
[core] fix: manually specifying run_id for chat models.invoke() and .ainvoke() (#20082) 6 months ago
Guangdong Liu 5a76087965
langchain-core[minor]: Allow passing local cache to language models (#19331)
After this PR it will be possible to pass a cache instance directly to a
language model. This is useful to allow different language models to use
different caches if needed.

- **Issue:** close #19276

---------

Co-authored-by: Eugene Yurtsev <eyurtsev@gmail.com>
6 months ago
Christophe Bornet 4d8a6a27a3
core[minor]: Implement aformat_prompt and ainvoke in BasePromptTemplate (#20035) 6 months ago
Christophe Bornet 7e5c1905b1
core[minor]: Add async aformat_document method (#20037) 6 months ago
Jan Nissen 31e3ecc728
core[minor]: support pydantic V2 for JSONOutputParser, allow for other sources of JSON schemas (#19716)
This PR supports using Pydantic v2 objects to generate the schema for
the JSONOutputParser (#19441). This also adds a `json_schema` parameter
to allow users to pass any JSON schema to validate with, not just
pydantic.
6 months ago
Christophe Bornet f97de4e275
core[minor]: Add aformat to FewShotPromptTemplate (#19652) 6 months ago
Eugene Yurtsev d293431e10
core[minor]: Add aload to document loader (#19936)
Add aload to document loader
6 months ago
Erick Friis f0d5b59962
core[patch]: remove requests (#19891)
Removes required usage of `requests` from `langchain-core`, all of which
has been deprecated.

- removes Tracer V1 implementations
- removes old `try_load_from_hub` github-based hub implementations

Removal done in a way where imports will still succeed, and usage will
fail with a `RuntimeError`.
6 months ago
Mohammad Mohtashim 9ae2df36fc
Core[major]: Base Tracer to propagate raw output from tool for on_tool_end (#18932)
This PR completes work for PR #18798 to expose raw tool output in
on_tool_end.

Affected APIs:
* astream_log
* astream_events
* callbacks sent to langsmith via langsmith-sdk
* Any other code that relies on BaseTracer!

---------

Co-authored-by: Eugene Yurtsev <eyurtsev@gmail.com>
Co-authored-by: Bagatur <baskaryan@gmail.com>
6 months ago
Nuno Campos 2ae6dcdf01
core: Assign missing message ids in BaseChatModel (#19863)
- This ensures ids are stable across streamed chunks
- Multiple messages in batch call get separate ids
- Also fix ids being dropped when combining message chunks

Thank you for contributing to LangChain!

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


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


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


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

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

If no one reviews your PR within a few days, please @-mention one of
baskaryan, efriis, eyurtsev, hwchase17.
6 months ago
Ángel Igareta c2ccf22dfd
core: generate mermaid syntax and render visual graph (#19599)
- **Description:** Add functionality to generate Mermaid syntax and
render flowcharts from graph data. This includes support for custom node
colors and edge curve styles, as well as the ability to export the
generated graphs to PNG images using either the Mermaid.INK API or
Pyppeteer for local rendering.
- **Dependencies:** Optional dependencies are `pyppeteer` if rendering
wants to be done using Pypeteer and Javascript code.

---------

Co-authored-by: Angel Igareta <angel.igareta@klarna.com>
Co-authored-by: Bagatur <22008038+baskaryan@users.noreply.github.com>
6 months ago
Christophe Bornet 6b2b511f68
core[minor]: Add aformat_messages to FewShotChatMessagePromptTemplate and ChatPromptTemplate (#19648)
Needed since the example selector may use a vector store.
6 months ago
ale-delfino 0df76bee37
core[patch]:: XML parser to cover the case when the xml only contains the root level tag (#17456)
Description: Fix xml parser to handle strings that only contain the root
tag
Issue: N/A
Dependencies: None
Twitter handle: N/A

A valid xml text can contain only the root level tag. Example: <body>
  Some text here
</body>
The example above is a valid xml string. If parsed with the current
implementation the result is {"body": []}. This fix checks if the root
level text contains any non-whitespace character and if that's the case
it returns {root.tag: root.text}. The result is that the above text is
correctly parsed as {"body": "Some text here"}

@ale-delfino

Thank you for contributing to LangChain!

Checklist:

- [x] PR title: Please title your PR "package: description", where
"package" is whichever of langchain, community, core, experimental, etc.
is being modified. Use "docs: ..." for purely docs changes, "templates:
..." for template changes, "infra: ..." for CI changes.
  - Example: "community: add foobar LLM"
- [x] PR message: **Delete this entire template message** and replace it
with the following bulleted list
    - **Description:** a description of the change
    - **Issue:** the issue # it fixes, if applicable
    - **Dependencies:** any dependencies required for this change
- **Twitter handle:** if your PR gets announced, and you'd like a
mention, we'll gladly shout you out!
- [x] Pass lint and test: Run `make format`, `make lint` and `make test`
from the root of the package(s) you've modified to check that you're
passing lint and testing. See contribution guidelines for more
information on how to write/run tests, lint, etc:
https://python.langchain.com/docs/contributing/
- [x] Add tests and docs: If you're adding a new integration, please
include
1. a test for the integration, preferably unit tests that do not rely on
network access,
2. an example notebook showing its use. It lives in
`docs/docs/integrations` directory.

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

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

---------

Co-authored-by: Eugene Yurtsev <eyurtsev@gmail.com>
6 months ago
Luca Dorigo f19229c564
core[patch]: fix beta, deprecated typing (#18877)
**Description:** 

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

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

---------

Co-authored-by: Bagatur <22008038+baskaryan@users.noreply.github.com>
Co-authored-by: Bagatur <baskaryan@gmail.com>
6 months ago
Guangdong Liu 0571f886d1
core[patch]: Fix jsonOutputParser fails if a json value contains ``` inside it. (#19717)
- **Issue:** fix #19646 
- @baskaryan, @eyurtsev PTAL
6 months ago
Nuno Campos fdfb51ad8d
core: Two updates to chat model interface (#19684)
- .stream() and .astream() call on_llm_new_token, removing the need for
subclasses to do so. Backwards compatible because now we don't pass
run_manager into ._stream and ._astream
- .generate() and .agenerate() now handle `stream: bool` kwarg for
_generate and _agenerate. Subclasses handle this arg by delegating to
._stream(), now one less thing they need to do. Backwards compat because
this is an optional arg that we now never pass to the subclasses
- .generate() and .agenerate() now inspect callback handlers to decide
on a default value for stream:bool if not passed in. This auto enables
streaming when using astream_events and astream_log
- as a result of these three changes any usage of .astream_events and
.astream_log should now yield chat model stream events
- In future PRs we can update all subclasses to reflect these two things
now handled by base class, but in meantime all will continue to work
6 months ago
Christophe Bornet 33fa8cfcd0
core[minor]: Add async methods to MaxMarginalRelevanceExampleSelector (#19639) 6 months ago
Jan Nissen 2e0ddd6fb8
core[minor]: support pydantic v2 models in PydanticOutputParser (#18811)
As mentioned in #18322, the current PydanticOutputParser won't work for
anyone trying to parse to pydantic v2 models. This PR adds a separate
`PydanticV2OutputParser`, as well as a `langchain_core.pydantic_v2`
namespace that will fail on import to any projects using pydantic<2.
Happy to update the docs for output parsers if this is something we're
interesting in adding.

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

---------

Co-authored-by: Jan Nissen <jan23@gmail.com>
6 months ago
Eugene Yurtsev e8339b1d83
core[patch]: Patch XML vulnerability in XMLOutputParser (CVE-2024-1455) (#19653)
Patch potential XML vulnerability CVE-2024-1455

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

At risk are users that:

1) Running older distributions of python that have older version of
libexpat
2) Are using XMLOutputParser with an agent
3) Accept inputs from untrusted sources with this agent (e.g., endpoint
on the web that allows an untrusted user to interact wiith the parser)
6 months ago
Eugene Yurtsev 8ab7bb3166
core[patch]: XMLOutputParser fix to handle changes to xml standard library (#19612)
Newest python micro releases broke streaming in the XMLOutputParser. This fixes the parsing code to work with trailing junk after the XML content.
6 months ago
Eugene Yurtsev d3c9974da2
core[patch]: Temporarily disable test for streaming xml parser (#19610)
Test is failing due to micro version bump in python interpreter which
changed something about how std xml parser works
6 months ago
Eugene Yurtsev 8bc5cdccee
core[patch]: Reverting changes with defusedXML (#19604)
DefusedXML is causing parsing errors on previously functional code with
the 0.7.x versions. These do not seem to support newer version of python
well. 0.8.x has only been released as rc, so we're not going to to use
it in the core package
6 months ago
Christophe Bornet 1f422318b7
core[minor]: Use BaseChatMessageHistory async methods in RunnableWithMessageHistory (#19565)
Co-authored-by: Eugene Yurtsev <eyurtsev@gmail.com>
6 months ago
Christophe Bornet a9457d269e
core: Add async methods to BaseExampleSelector and SemanticSimilarityExampleSelector (#19399)
Few-Shot prompt template may use a `SemanticSimilarityExampleSelector`
that in turn uses a `VectorStore` that does I/O operations.
So to work correctly on the event loop, we need:
* async methods for the `VectorStore` (OK)
* async methods for the `SemanticSimilarityExampleSelector` (this PR)
* async methods for `BasePromptTemplate` and `BaseChatPromptTemplate`
(future work)
6 months ago
Eugene Yurtsev 56f4c5459b
core[patch]: fix xml output parser transform (#19530)
Previous PR passed _parser attribute which apparently is not meant to be
used by user code and causes non deterministic failures on CI when
testing the transform and a transform methods. Reverting this change
temporarily.
6 months ago
Eugene Yurtsev 727d5023ce
core[patch]: Use defusedxml in XMLOutputParser (#19526)
This mitigates a security concern for users still using older versions of libexpat that causes an attacker to compromise the availability of the system if an attacker manages to surface malicious payload to this XMLParser.
6 months ago
Harrison Chase b40c80007f
core[minor]: Add utility code to create tool examples (#18602)
Co-authored-by: Chester Curme <chester.curme@gmail.com>
6 months ago
William FH e980c14d6a
core[patch]: allow "placeholder" type in from_messages tuples (#19152)
Co-authored-by: Erick Friis <erick@langchain.dev>
6 months ago
William FH 68298cdc82
[Feat] Accept non-dict if only 1 prompt input variable (#19156)
For prompt templates with only 1 variable (common in e.g.,
MessageGraph), it's convenient to wrap the incoming object in the
variable before formatting.


The downside of this, of course, would be that some number of
invocations will successfully format when the user may have intended to
format it properly before
6 months ago
Leonid Ganeline 8609afbd10
core[patch]: Update `messages` namespace to fix API reference docs (#19161)
Classes and functions defined in __init__.py are not parsed into the API
Reference.
For example:
- libs/core/langchain_core/messages/__init__.py : AnyMessage,
MessageLikeRepresentation, get_buffer_string(), messages_from_dict(),
...

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

Moved artifacts from __init__ into utils.py. 
Added `MessageLikeRepresentation` to __all__ since it is used outside of
`messages`, for example, in
`libs/core/langchain_core/language_models/base.py`
Added `_message_from_dict` to __all__ since it is used outside of
`messages`(???) I would add `message_from_dict` (without underscore) as
an alias. Please, advise.
6 months ago
Eugene Yurtsev 4b3dd34544
core[patch]: Pass sync run manager for sync stream fallback in astream (#19280)
This PR patches the fallback in chat models and language models to pass
in the appropriate version of the run manager (sync vs. async)
6 months ago
Al-Ekram Elahee Hridoy 50f93d86ec
core[minor]: Enhance cache flexibility in BaseChatModel (#17386)
- **Description:** Enhanced the `BaseChatModel` to support an
`Optional[Union[bool, BaseCache]]` type for the `cache` attribute,
allowing for both boolean flags and custom cache implementations.
Implemented logic within chat model methods to utilize the provided
custom cache implementation effectively. This change aims to provide
more flexibility in caching strategies for chat models.
  - **Issue:** Implements enhancement request #17242.
- **Dependencies:** No additional dependencies required for this change.

---------

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



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

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


No dependencies. Passed all tests. 


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


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


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


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

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

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

---------

Co-authored-by: Eugene Yurtsev <eyurtsev@gmail.com>
6 months ago
Kangmoon Seo 07de4abe70
core: Fix Exception handling in XMLOutputParser (#19126)
- **Description:** 
  - Exception handling in `XMLOutputParser`
1. Add Exception handling at `root = ET.fromstring(text)` // raises
`ET.ParseError`
    2. Fix Exception class (commonly uses in `BaseOutputParser` class)
  - AS-IS: raise `ValueError`, `ET.ParserError` without handling
    ```python
    # langchain_core/output_parsers/xml.py

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

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

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

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

    ``` 
- **Issue:** #19107  
- **Dependencies:** None
6 months ago
William FH 780337488e
[Enhancement] Add support for directly providing a run_id (#18990)
The root run id (~trace id's) is useful for assigning feedback, but the
current recommended approach is to use callbacks to retrieve it, which
has some drawbacks:
1. Doesn't work for streaming until after the first event
2. Doesn't let you call other endpoints with the same trace ID in
parallel (since you have to wait until the call is completed/started to
use

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

Couple considerations:

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



### Example Usage


```
chain.invoke("foo", {"run_id": uuid.uuid4()})
```
6 months ago
Leonid Kuligin 366ba77459
core[minor]: moved fake llms and embeddings to core (#19226)
- [ ] **PR title**: "core: moved fake llms and embeddings to core"


- [ ] **PR message**:
 - **Description:** moved fake llms and embeddings to core"
6 months ago
Maxime Perrin aa785fa6ec
core[minor]: allow LLMs async streaming to fallback on sync streaming (#18960)
- **Description:** Handling fallbacks when calling async streaming for a
LLM that doesn't support it.
- **Issue:** #18920 
- **Twitter handle:**@maximeperrin_

---------

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

Issues:

https://github.com/langchain-ai/langchain/issues/18741
https://github.com/langchain-ai/langgraph/issues/136
https://github.com/langchain-ai/langserve/issues/504
6 months ago
Nuno Campos 751fb7de20
Add new beta StructuredPrompt (#19080)
Thank you for contributing to LangChain!

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


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


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


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

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

If no one reviews your PR within a few days, please @-mention one of
baskaryan, efriis, eyurtsev, hwchase17.
6 months ago
Nuno Campos 2b7c3c548d
core[minor]: Add Runnable.batch_as_completed (#17603)
This PR adds `batch as completed` method to the standard Runnable
interface. It takes in a list of inputs and yields the corresponding
outputs as the inputs are completed.
6 months ago
Naman Jain 75122646b5
core[patch]: fixed circular dependency with json schema (#18657)
**Description:** Circular dependencies when parsing references leading
to `RecursionError: maximum recursion depth exceeded` issue. This PR
address the issue by handling previously seen refs as in any typical DFS
to avoid infinite depths.

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

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


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


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

---------

Co-authored-by: Bagatur <baskaryan@gmail.com>
Co-authored-by: Bagatur <22008038+baskaryan@users.noreply.github.com>
6 months ago
Bagatur 18de77cc8c
core[minor]: add streaming support to OAI tool parsers (#18940)
Co-authored-by: Erick Friis <erick@langchain.dev>
6 months ago
Bagatur e0e688a277
core[minor]: generation info on msg (#18592)
related to #16403 #17188
6 months ago
Bagatur 19721246f5
core[patch]: support labeled json schema as tools (#18935) 6 months ago
Erick Friis bbb609ac9d
core[patch]: fix arbitrary config keys (#18827) 7 months ago
Eugene Yurtsev cdfb5b4ca1
core[minor]: Chat Models to fallback astream to fallback on sync stream if available (#18748)
Allows all chat models that implement _stream, but not _astream to still have async streaming to work.

Amongst other things this should resolve issues with streaming community model implementations through langserve since langserve is exclusively async.
7 months ago
Bagatur 3e29c04213
core[minor]: add BaseMessage.response_metadata (#18699) 7 months ago
Eugene Yurtsev 6caceb5473
core[patch]: Automatic upgrade to AddableDict in transform and atransform (#18743)
Automatic upgrade to transform and atransform

Closes: 

https://github.com/langchain-ai/langchain/issues/18741
https://github.com/langchain-ai/langgraph/issues/136
https://github.com/langchain-ai/langserve/issues/504
7 months ago
Eugene Yurtsev ca299a8e08
Docs: Add custom parsing documentation and extending langchain (#18331)
* Added extending langchain.mdx -- we'll need to add links as we add
more custom documentation
* Added partial documentation about parsers
7 months ago
Eugene Yurtsev 8c71f92cb2
core: upgrade mypy to recent mypy (#18753)
Testing this works per package on CI
7 months ago
Christophe Bornet 4a7d73b39d
community: If load() has been overridden, use it in default lazy_load() (#18690) 7 months ago
Erick Friis e1924b3e93
core[patch]: deprecate hwchase17/langchain-hub, address path traversal (#18600)
Deprecates the old langchain-hub repository. Does *not* deprecate the
new https://smith.langchain.com/hub

@PinkDraconian has correctly raised that in the event someone is loading
unsanitized user input into the `try_load_from_hub` function, they have
the ability to load files from other locations in github than the
hwchase17/langchain-hub repository.

This PR adds some more path checking to that function and deprecates the
functionality in favor of the hub built into LangSmith.
7 months ago
William De Vena 42341bc787
infra: fake model invoke callback prior to yielding token (#18286)
## PR title
core[patch]: Invoke callback prior to yielding

## PR message
Description: Invoke on_llm_new_token callback prior to yielding token in
_stream and _astream methods.
Issue: https://github.com/langchain-ai/langchain/issues/16913
Dependencies: None
Twitter handle: None
7 months ago
William FH fdab931fd3
[Core] Patch: rm dumpd of outputs from runnables/base (#18295)
It obstructs evaluations when your return a pydantic object.
7 months ago
Nuno Campos d9fd1194f5
Remove check preventing passing non-declared config keys (#18276)
Thank you for contributing to LangChain!

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


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


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


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

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

If no one reviews your PR within a few days, please @-mention one of
baskaryan, efriis, eyurtsev, hwchase17.
7 months ago
Harrison Chase d7c607ca00
core[minor]: move document compressor base (#17910) 7 months ago
Bagatur 767523f364
core[patch], langchain[patch], templates: move openai functions parsers to core (#18060)
![Screenshot 2024-02-23 at 7 48 03
PM](https://github.com/langchain-ai/langchain/assets/22008038/e5540c4d-0020-4ece-869f-ae19db2a1f3f)
7 months ago
Nuno Campos b1d9ce541d
Add BaseMessage.id (#17835)
Thank you for contributing to LangChain!

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


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


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


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

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

If no one reviews your PR within a few days, please @-mention one of
baskaryan, efriis, eyurtsev, hwchase17.
7 months ago
Bagatur b5f8cf9509
core[minor], openai[minor], langchain[patch]: BaseLanguageModel.with_structured_output #17302)
```python
class Foo(BaseModel):
  bar: str

structured_llm = ChatOpenAI().with_structured_output(Foo)
```

---------

Co-authored-by: Erick Friis <erick@langchain.dev>
7 months ago
ccurme 1b0802babe
core: fix .bind when used with RunnableLambda async methods (#17739)
**Description:** Here is a minimal example to illustrate behavior:
```python
from langchain_core.runnables import RunnableLambda

def my_function(*args, **kwargs):
    return 3 + kwargs.get("n", 0)

runnable = RunnableLambda(my_function).bind(n=1)


assert 4 == runnable.invoke({})
assert [4] == list(runnable.stream({}))

assert 4 == await runnable.ainvoke({})
assert [4] == [item async for item in runnable.astream({})]
```
Here, `runnable.invoke({})` and `runnable.stream({})` work fine, but
`runnable.ainvoke({})` raises
```
TypeError: RunnableLambda._ainvoke.<locals>.func() got an unexpected keyword argument 'n'
```
and similarly for `runnable.astream({})`:
```
TypeError: RunnableLambda._atransform.<locals>.func() got an unexpected keyword argument 'n'
```
Here we assume that this behavior is undesired and attempt to fix it.

**Issue:** https://github.com/langchain-ai/langchain/issues/17241,
https://github.com/langchain-ai/langchain/discussions/16446
7 months ago
Nuno Campos 223e5eff14
Add JSON representation of runnable graph to serialized representation (#17745)
Sent to LangSmith

Thank you for contributing to LangChain!

Checklist:

- [ ] PR title: Please title your PR "package: description", where
"package" is whichever of langchain, community, core, experimental, etc.
is being modified. Use "docs: ..." for purely docs changes, "templates:
..." for template changes, "infra: ..." for CI changes.
  - Example: "community: add foobar LLM"
- [ ] PR message: **Delete this entire template message** and replace it
with the following bulleted list
    - **Description:** a description of the change
    - **Issue:** the issue # it fixes, if applicable
    - **Dependencies:** any dependencies required for this change
- **Twitter handle:** if your PR gets announced, and you'd like a
mention, we'll gladly shout you out!
- [ ] Pass lint and test: Run `make format`, `make lint` and `make test`
from the root of the package(s) you've modified to check that you're
passing lint and testing. See contribution guidelines for more
information on how to write/run tests, lint, etc:
https://python.langchain.com/docs/contributing/
- [ ] 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.

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

If no one reviews your PR within a few days, please @-mention one of
baskaryan, efriis, eyurtsev, hwchase17.
7 months ago
Leonid Ganeline 1d2aa19aee
docs: Fix bug that caused the word "Beta" to appear twice in doc-strings (#17704)
The current issue:
Several beta descriptions in the API Reference are duplicated. For
example:
`[Beta] Get a context value.[Beta] Get a context value.` for the
[ContextGet
class](https://api.python.langchain.com/en/latest/core_api_reference.html#module-langchain_core.beta)
description.

NOTE: I've tested it only with a new ut! I cannot build API Reference
locally :(
This PR related to #17615
7 months ago
Leonid Ganeline 0835ebad70
docs: Fix bug that caused the word "Deprecated" to appear twice in doc-strings (#17615)
The current issue:
Most of the deprecation descriptions are duplicated. For example:
`[Deprecated] Chat Agent.[Deprecated] Chat Agent.` for the [ChatAgent
class](https://api.python.langchain.com/en/latest/langchain_api_reference.html#classes)
description.

NOTE: I've tested it only with new ut! I cannot build API Reference
locally :(
7 months ago
Erick Friis 86d3e42853
core[minor]: add name to basemessage (#17539)
Adds an optional name param to our base message to support passing names
into LLMs.

OpenAI supports having a name on anything except tool message now
(system, ai, user/human).
7 months ago
JongRok BAEK 8d6cc90fc5
langchain.core : Use shallow copy for schema manipulation in JsonOutputParser.get_format_instructions (#17162)
- **Description :**  

Fix: Use shallow copy for schema manipulation in get_format_instructions

Prevents side effects on the original schema object by using a
dictionary comprehension for a safer and more controlled manipulation of
schema key-value pairs, enhancing code reliability.

  - **Issue:**  #17161 
  - **Dependencies:** None
  -  **Twitter handle:** None
7 months ago
Sergey Kozlov db6f266d97
core: improve None value processing in merge_dicts() (#17462)
- **Description:** fix `None` and `0` merging in `merge_dicts()`, add
tests.
```python
from langchain_core.utils._merge import merge_dicts
assert merge_dicts({"a": None}, {"a": 0}) == {"a": 0}
```

---------

Co-authored-by: Sergey Kozlov <sergey.kozlov@ludditelabs.io>
7 months ago
James Braza 64938ae6f2
infra: unit testing `check_package_version` (#16825)
Wrote a unit test for `check_package_version` in the core package.

Note that this is a revival of
https://github.com/langchain-ai/langchain/pull/16387 after GitHub
incident (see
https://github.com/langchain-ai/langchain/discussions/16796).
7 months ago
Eugene Yurtsev 93472ee9e6
core[patch]: Replace memory stream implementation used by LogStreamCallbackHandler (#17185)
This PR replaces the memory stream implementation used by the 
LogStreamCallbackHandler.

This implementation resolves an issue in which streamed logs and
streamed events originating from sync code would arrive only after the
entire sync code would finish execution (rather than arriving in real
time as they're generated).

One example is if trying to stream tokens from an llm within a tool. If
the tool was an async tool, but the llm was invoked via stream (sync
variant) rather than astream (async variant), then the tokens would fail
to stream in real time and would all arrived bunched up after the tool
invocation completed.
7 months ago
William FH 7c03cc5ed4
Support serialization when inputs/outputs contain generators (#17338)
Pydantic's `dict()` function raises an error here if you pass in a
generator. We have a more robust serialization function in lagnsmith
that we will use instead.
8 months ago
Leonid Ganeline ae66bcbc10
core[patch]: docstring update (#16813)
- added missed docstrings
- formated docstrings to consistent form
8 months ago
Eugene Yurtsev e10030e241
core[patch]: Add unit test to cover different streaming format for json parsing (#17063)
Add unit test to cover this issue:

https://github.com/langchain-ai/langchain/issues/16423

which was resolved by this PR:

https://github.com/langchain-ai/langchain/pull/16670/files

---------

Co-authored-by: Bagatur <baskaryan@gmail.com>
8 months ago
Bagatur 852973d616
langchain[minor], core[minor]: update json, pydantic parser. add openai-json structured output runnable (#16914) 8 months ago
Eugene Yurtsev fbab8baac5
core[patch]: Add astream events config test (#17055)
Verify that astream events propagates config correctly

---------

Co-authored-by: Bagatur <baskaryan@gmail.com>
8 months ago
William FH 3d5e988c55
Add prompt metadata + tags (#17054) 8 months ago
Christophe Bornet 2ef69fe11b
Add async methods to BaseChatMessageHistory and BaseMemory (#16728)
Adds:
   * async methods to BaseChatMessageHistory
   * async methods to ChatMessageHistory
   * async methods to BaseMemory
   * async methods to BaseChatMemory
   * async methods to ConversationBufferMemory
   * tests of ConversationBufferMemory's async methods

  **Twitter handle:** cbornet_
8 months ago
Erick Friis 06660bc78c
core[patch]: handle some optional cases in tools (#16954)
primary problem in pydantic still exists, where `Optional[str]` gets
turned to `string` in the jsonschema `.schema()`

Also fixes the `SchemaSchema` naming issue

---------

Co-authored-by: William Fu-Hinthorn <13333726+hinthornw@users.noreply.github.com>
8 months ago
Bagatur c29e9b6412
core[patch]: fix chat prompt partial messages placeholder var (#16918) 8 months ago
hmasdev cc17334473
core[minor]: add validation error handler to `BaseTool` (#14007)
- **Description:** add a ValidationError handler as a field of
[`BaseTool`](https://github.com/langchain-ai/langchain/blob/master/libs/core/langchain_core/tools.py#L101)
and add unit tests for the code change.
- **Issue:** #12721 #13662
- **Dependencies:** None
- **Tag maintainer:** 
- **Twitter handle:** @hmdev3
- **NOTE:**
  - I'm wondering if the update of document is required.

---------

Co-authored-by: Eugene Yurtsev <eyurtsev@gmail.com>
8 months ago
William FH 131c043864
Fix loading of ImagePromptTemplate (#16868)
We didn't override the namespace of the ImagePromptTemplate, so it is
listed as being in langchain.schema

This updates the mapping to let the loader deserialize.

Alternatively, we could make a slight breaking change and update the
namespace of the ImagePromptTemplate since we haven't broadly
publicized/documented it yet..
8 months ago
Eugene Yurtsev 2e5949b6f8
core(minor): Add bulk add messages to BaseChatMessageHistory interface (#15709)
* Add bulk add_messages method to the interface.
* Update documentation for add_ai_message and add_human_message to
denote them as being marked for deprecation. We should stop using them
as they create more incorrect (inefficient) ways of doing things
8 months ago