Commit Graph

42 Commits (9b3a025f9c806a6f8a00030c7058c689536ae5a0)

Author SHA1 Message Date
Eugene Yurtsev c2d43544cc
core[patch]: Document messages namespace (#23154)
- Moved doc-strings below attribtues in TypedDicts -- seems to render
better on APIReference pages.
* Provided more description and some simple code examples
3 months ago
Eugene Yurtsev 883e90d06e
core[patch]: Add an example to the Document schema doc-string (#23131)
Add an example to the document schema
3 months ago
Bagatur e8a8286012
core[patch]: runnablewithchathistory from core.runnables (#23136) 3 months ago
Bagatur c2b2e3266c
core[minor]: message transformer utils (#22752) 3 months ago
Jacob Lee bcbb43480c
core[patch]: Treat type as a special field when merging lists (#22750)
Should we even log a warning? At least for Anthropic, it's expected to
get e.g. `text_block` followed by `text_delta`.

@ccurme @baskaryan @efriis
3 months ago
Eugene Yurtsev 5dbbdcbf8e
core[patch]: Update remaining root_validators (#22829)
This PR updates the remaining root_validators in core to either be explicit pre-init or post-init validators.
3 months ago
Eugene Yurtsev 74e705250f
core[patch]: update some root_validators (#22787)
Update some of the @root_validators to be explicit pre=True or
pre=False, skip_on_failure=True for pydantic 2 compatibility.
3 months ago
Jacob Lee c01467b1f4
core[patch]: RFC: Allow concatenation of messages with multi part content (#22002)
Anthropic's streaming treats tool calls as different content parts
(streamed back with a different index) from normal content in the
`content`.

This means that we need to update our chunk-merging logic to handle
chunks with multi-part content. The alternative is coerceing Anthropic's
responses into a string, but we generally like to preserve model
provider responses faithfully when we can. This will also likely be
useful for multimodal outputs in the future.

This current PR does unfortunately make `index` a magic field within
content parts, but Anthropic and OpenAI both use it at the moment to
determine order anyway. To avoid cases where we have content arrays with
holes and to simplify the logic, I've also restricted merging to chunks
in order.

TODO: tests

CC @baskaryan @ccurme @efriis
4 months ago
ccurme fbfed65fb1
core, partners: add token usage attribute to AIMessage (#21944)
```python
class UsageMetadata(TypedDict):
    """Usage metadata for a message, such as token counts.

    Attributes:
        input_tokens: (int) count of input (or prompt) tokens
        output_tokens: (int) count of output (or completion) tokens
        total_tokens: (int) total token count
    """

    input_tokens: int
    output_tokens: int
    total_tokens: int
```
```python
class AIMessage(BaseMessage):
    ...
    usage_metadata: Optional[UsageMetadata] = None
    """If provided, token usage information associated with the message."""
    ...
```
4 months ago
Bagatur 50186da0a1
infra: rm unused # noqa violations (#22049)
Updating #21137
4 months ago
Nuno Campos 663747b730
core[patch]: Fixes for convert_messages (#21207)
- support two-tuples of any sequence type (eg. json.loads never produces
tuples)
- support type alias for role key
- if id is passed in in dict form use it
- if tool_calls passed in in dict form use them

---------

Co-authored-by: Bagatur <baskaryan@gmail.com>
5 months ago
William FH db14d4326d
[Core] Feat Pretty Print Tool calls (#20997)
Right now, `tool_calls` are not included in the `pretty_print()` output.
Would be nice to show!


![image](https://github.com/langchain-ai/langchain/assets/13333726/6a0ffca3-d02f-4e18-bc76-513eeca2e964)
5 months ago
ccurme 7d8d0229fa
remove placeholder error message (#20340) 5 months ago
Dawson Bauer aab075345e
core[patch]: Fix imports defined in messages sub-package (#20500)
core[patch]: Fix imports defined in messages sub-package (#20500)
5 months ago
ccurme 795c728f71
mistral[patch]: add IDs to tool calls (#20299)
Mistral gives us one ID per response, no individual IDs for tool calls.

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


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

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

tools = [magic_function]

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

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

---------

Co-authored-by: Eugene Yurtsev <eyurtsev@gmail.com>
5 months ago
Eugene Yurtsev f02f708f52
core[patch]: For now remove user warning (#20321)
Remove warning since it creates a lot of noise.
5 months ago
Bagatur 03b247cca1
core[patch]: include tool_calls in ai msg chunk serialization (#20291) 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>
5 months ago
Bagatur 209de0a561
anthropic[minor]: tool use (#20016) 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!

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Additional guidelines:
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langchain.

If no one reviews your PR within a few days, please @-mention one of
baskaryan, efriis, eyurtsev, hwchase17.
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
Bagatur e0e688a277
core[minor]: generation info on msg (#18592)
related to #16403 #17188
6 months ago
Bagatur 3e29c04213
core[minor]: add BaseMessage.response_metadata (#18699) 7 months ago
Eugene Yurtsev 8c71f92cb2
core: upgrade mypy to recent mypy (#18753)
Testing this works per package on CI
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
Leonid Ganeline 2f2b77602e
docs: modules descriptions (#17844)
Several `core` modules do not have descriptions, like the
[agent](https://api.python.langchain.com/en/latest/core_api_reference.html#module-langchain_core.agents)
module.
- Added missed module descriptions. The descriptions are mostly copied
from the `langchain` or `community` package modules.
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
Erick Friis 3a2eb6e12b
infra: add print rule to ruff (#16221)
Added noqa for existing prints. Can slowly remove / will prevent more
being intro'd
7 months ago
Leonid Ganeline ae66bcbc10
core[patch]: docstring update (#16813)
- added missed docstrings
- formated docstrings to consistent form
8 months ago
Ryan Kraus b3c3b58f2c
core[patch]: Fixed bug in dict to message conversion. (#17023)
- **Description**: We discovered a bug converting dictionaries to
messages where the ChatMessageChunk message type isn't handled. This PR
adds support for that message type.
- **Issue**: #17022 
- **Dependencies**: None
- **Twitter handle**: None
8 months ago
Bagatur d80c612c92
core[patch]: Message content as positional arg (#16921) 8 months ago
Nuno Campos 52ccae3fb1
Accept message-like things in Chat models, LLMs and MessagesPlaceholder (#16418) 8 months ago
Bagatur bccb07f93e
core[patch]: simple prompt pretty printing (#15968) 8 months ago
Jon Nolen 27ee61645d
core: Update messages/__init__.py to account for AIMessageChunk which breaks message history runnable. (#15327)
- **Description:** fix parse issue for AIMessageChunk when using 
  - **Issue:** https://github.com/langchain-ai/langchain/issues/14511
  - **Dependencies:** none
  - **Twitter handle:** none

Taken from this fix:
https://github.com/gpt-engineer-org/gpt-engineer/issues/804#issuecomment-1769853850

Please make sure your PR is passing linting and testing before
submitting. Run `make format`, `make lint` and `make test` from the root
of the package you've modified to check this locally.

See contribution guidelines for more information on how to write/run
tests, lint, etc: https://python.langchain.com/docs/contributing/

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

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

---------

Co-authored-by: Harrison Chase <hw.chase.17@gmail.com>
9 months ago
Leonid Ganeline 14d04180eb
docstrings `core` update (#14871)
Added missed docstrings
9 months ago
Nuno Campos a16f4a318f
\Fix tool_calls message merge (#14613)
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9 months ago
Harrison Chase f5befe3b89
manual mapping (#14422) 10 months ago
Hendrik Hogertz e6862e6e7d
Fix Azure Openai function calling in streaming mode (#13768)
- **Description**: This PR addresses an issue with the OpenAI API
streaming response, where initially the key (arguments) is provided but
the value is None. Subsequently, it updates with {"arguments": "{\n"},
leading to a type inconsistency that causes an exception. The specific
error encountered is ValueError: additional_kwargs["arguments"] already
exists in this message, but with a different type. This change aims to
resolve this inconsistency and ensure smooth API interactions.
- **Issue**: None.
- **Dependencies**: None.
- **Tag maintainer**: @eyurtsev

This is an updated version of #13229 based on the refactored code.
Credit goes to @superken01.

Co-authored-by: Harrison Chase <hw.chase.17@gmail.com>
10 months ago
Nuno Campos 970fe23feb
Fixes for opengpts release (#13960) 10 months ago
mengjincn 05ea4fd37d
fix merge None value and non None value error (#13703)
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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
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