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62 Commits

Author SHA1 Message Date
Dragos Bobolea
6d447f89d9 fix(fireworks): bind_tools(strict: bool) and reasoning_content (#34343) 
Extract strict from kwargs and pass it to convert_to_openai_tool when
converting tools. This ensures that when strict is provided, it's
properly used during tool conversion and removed from kwargs before
calling the parent bind method.

Also extract reasoning_content from API responses and store it in
additional_kwargs for AIMessage objects.

Fixes https://github.com/langchain-ai/langchain/issues/34341 and
https://github.com/langchain-ai/langchain/issues/34342

---------

Co-authored-by: Mason Daugherty <mason@langchain.dev>
 2025-12-27 02:42:06 -06:00
Mason Daugherty
8d93720c70 fix(fireworks): models used in tests & naming schema (#34125) 
it appears their docs are wrong? will wait a few days and see
 2025-12-19 22:21:17 -06:00
Mason Daugherty
ff6e3558d7 docs(fireworks,groq,huggingface,mistralai,ollama,openai): x-ref convert_to_openai_tool (#34276) 2025-12-09 19:51:04 -05:00
Mason Daugherty
47b79c30c0 chore(docs): fix a few refs syntax errors (#34044) 
missing whitespace for some admonitions
 2025-11-22 00:58:21 -05:00
ccurme
33e5d01f7c feat(model-profiles): distribute data across packages (#34024) 2025-11-21 15:47:05 -05:00
Mason Daugherty
e023201d42 style: some cleanup (#33857) 2025-11-06 23:50:46 -05:00
Mason Daugherty
d40e340479 chore: attribute package change versions (#33854) 
Needed to disambiguate for within inherited docs
 2025-11-06 16:57:30 -05:00
Mason Daugherty
123e29dc26 style: more refs fixes (#33730) 2025-10-29 16:34:46 -04:00
Mason Daugherty
1d2273597a docs: more fixes for refs (#33554) 2025-10-16 22:54:16 -04:00
Mason Daugherty
15db024811 chore: more sweeping (#33533) 
more fixes for refs
 2025-10-16 15:44:56 -04:00
ccurme
c1b816cb7e fix(fireworks): parse standard blocks in input (#33426) 2025-10-10 16:18:37 -04:00
Mason Daugherty
291a9fcea1 style: llm -> model (#33423) 2025-10-10 13:19:13 -04:00
Mason Daugherty
6fc21afbc9 style: .. code-block:: admonition translations (#33400) 
biiiiiiiiiiiiiiiigggggggg pass
 2025-10-09 16:52:58 -04:00
Mason Daugherty
d8a680ee57 style: address Sphinx double-backtick snippet syntax (#33389) 2025-10-09 13:35:51 -04:00
Mason Daugherty
3576e690fa chore: update Sphinx links to markdown (#33386) 2025-10-09 11:54:14 -04:00
Mason Daugherty
b6132fc23e style: remove more Optional syntax (#33371) 2025-10-08 23:28:43 -04:00
Mason Daugherty
31eeb50ce0 chore: drop UP045 (#33362) 
Python 3.9 EOL
 2025-10-08 21:17:53 -04:00
Mason Daugherty
d13823043d style: monorepo pass for refs (#33359) 
* Delete some double backticks previously used by Sphinx (not done
everywhere yet)
* Fix some code blocks / dropdowns

Ignoring CLI CI for now
 2025-10-08 18:41:39 -04:00
Mason Daugherty
e85b03d5e4 release(fireworks): 1.0.0a1 (#33230) 2025-10-02 19:03:54 -04:00
Mason Daugherty
ae5b105d11 docs: v1 docs updates (#33173) 
Co-authored-by: Mohammad Mohtashim <45242107+keenborder786@users.noreply.github.com>
Co-authored-by: Caspar Broekhuizen <caspar@langchain.dev>
Co-authored-by: ccurme <chester.curme@gmail.com>
Co-authored-by: Christophe Bornet <cbornet@hotmail.com>
Co-authored-by: Eugene Yurtsev <eyurtsev@gmail.com>
Co-authored-by: Sadra Barikbin <sadraqazvin1@yahoo.com>
Co-authored-by: Vadym Barda <vadim.barda@gmail.com>
 2025-10-02 18:46:26 -04:00
Mason Daugherty
eaa6dcce9e release: v1.0.0 (#32567) 
Co-authored-by: Mohammad Mohtashim <45242107+keenborder786@users.noreply.github.com>
Co-authored-by: Caspar Broekhuizen <caspar@langchain.dev>
Co-authored-by: ccurme <chester.curme@gmail.com>
Co-authored-by: Christophe Bornet <cbornet@hotmail.com>
Co-authored-by: Eugene Yurtsev <eyurtsev@gmail.com>
Co-authored-by: Sadra Barikbin <sadraqazvin1@yahoo.com>
Co-authored-by: Vadym Barda <vadim.barda@gmail.com>
 2025-10-02 10:49:42 -04:00
Mason Daugherty
b92b394804 style: repo linting pass (#33089) 
enable docstring-code-format
 2025-09-24 15:25:55 -04:00
Matthew Lapointe
b1f08467cd feat(core): allow overriding ls_model_name from kwargs (#32541) 2025-09-11 16:18:06 -04:00
niceg
0d6f915442 fix: LLM mimicking Unicode responses due to forced Unicode conversion of non-ASCII characters. (#32222) 
fix: Fix LLM mimicking Unicode responses due to forced Unicode
conversion of non-ASCII characters.

- **Description:** This PR fixes an issue where the LLM would mimic
Unicode responses due to forced Unicode conversion of non-ASCII
characters in tool calls. The fix involves disabling the `ensure_ascii`
flag in `json.dumps()` when converting tool calls to OpenAI format.
- **Issue:** Fixes ↓↓↓
input：
```json
{'role': 'assistant', 'tool_calls': [{'type': 'function', 'id': 'call_nv9trcehdpihr21zj9po19vq', 'function': {'name': 'create_customer', 'arguments': '{"customer_name": "你好啊集团"}'}}]}
```
output:
```json
{'role': 'assistant', 'tool_calls': [{'type': 'function', 'id': 'call_nv9trcehdpihr21zj9po19vq', 'function': {'name': 'create_customer', 'arguments': '{"customer_name": "\\u4f60\\u597d\\u554a\\u96c6\\u56e2"}'}}]}
```
then:
llm will mimic outputting unicode. Unicode's vast number of symbols can
lengthen LLM responses, leading to slower performance.
<img width="686" height="277" alt="image"
src="https://github.com/user-attachments/assets/28f3b007-3964-4455-bee2-68f86ac1906d"
/>

---------

Co-authored-by: Mason Daugherty <github@mdrxy.com>
Co-authored-by: Mason Daugherty <mason@langchain.dev>
 2025-07-24 17:01:31 -04:00
Mason Daugherty
d53ebf367e fix(docs): capitalization, codeblock formatting, and hyperlinks, note blocks (#32235) 
widespread cleanup attempt
 2025-07-24 16:55:04 -04:00
Mason Daugherty
4d9eefecab fix: bump lockfiles (#31923) 
* bump lockfiles after upgrading ruff
* resolve resulting linting fixes
 2025-07-08 13:27:55 -04:00
Mason Daugherty
06ab2972e3 fireworks[patch]: ruff fixes and rules (#31903) 
* bump ruff deps
* add more thorough ruff rules
* fix said rules
 2025-07-08 02:14:59 +00:00
Mason Daugherty
479b6fd7c5 langchain-fireworks[patch]: Add ruff bandit rules to linter (#31796) 
- Add ruff bandit rules
- Address a s113 error
 2025-07-01 11:07:26 -04:00
ccurme
eedda164c6 fireworks[minor]: remove default model and temperature (#30965) 
`mixtral-8x-7b-instruct` was recently retired from Fireworks Serverless.

Here we remove the default model altogether, so that the model must be
explicitly specified on init:
```python
ChatFireworks(model="accounts/fireworks/models/llama-v3p1-70b-instruct")  # for example
```

We also set a null default for `temperature`, which previously defaulted
to 0.0. This parameter will no longer be included in request payloads
unless it is explicitly provided.
 2025-04-22 15:58:58 -04:00
Sydney Runkle
8c6734325b partners[lint]: run pyupgrade to get code in line with 3.9 standards (#30781) 
Using `pyupgrade` to get all `partners` code up to 3.9 standards
(mostly, fixing old `typing` imports).
 2025-04-11 07:18:44 -04:00
ccurme
22d1a7d7b6 standard-tests[patch]: require model_name in response_metadata if returns_usage_metadata (#30497) 
We are implementing a token-counting callback handler in
`langchain-core` that is intended to work with all chat models
supporting usage metadata. The callback will aggregate usage metadata by
model. This requires responses to include the model name in its
metadata.

To support this, if a model `returns_usage_metadata`, we check that it
includes a string model name in its `response_metadata` in the
`"model_name"` key.

More context: https://github.com/langchain-ai/langchain/pull/30487
 2025-03-26 12:20:53 -04:00
ccurme
b86cd8270c multiple: support strict and method in with_structured_output (#30385) 2025-03-20 13:17:07 -04:00
ccurme
806211475a core[patch]: update structured output tracing (#30123) 
- Trace JSON schema in `options`
- Rename to `ls_structured_output_format`
 2025-03-07 13:05:25 -05:00
Erick Friis
8f95da4eb1 multiple: structured output tracing standard metadata (#29421) 
Co-authored-by: Chester Curme <chester.curme@gmail.com>
 2025-01-29 14:00:26 -08:00
Erick Friis
187131c55c Revert "integrations[patch]: remove non-required chat param defaults" (#29048) 
Reverts langchain-ai/langchain#26730

discuss best way to release default changes (esp openai temperature)
 2025-01-06 14:45:34 -08:00
Bagatur
3d7ae8b5d2 integrations[patch]: remove non-required chat param defaults (#26730) 
anthropic:
  - max_retries

openai:
  - n
  - temperature
  - max_retries

fireworks
  - temperature

groq
  - n
  - max_retries
  - temperature

mistral
  - max_retries
  - timeout
  - max_concurrent_requests
  - temperature
  - top_p
  - safe_mode

---------

Co-authored-by: Erick Friis <erick@langchain.dev>
 2025-01-06 22:26:22 +00:00
Erick Friis
d1108607f4 multiple: push deprecation removals to 1.0 (#28236) 2024-11-20 19:56:29 -08:00
Bagatur
4935a14314 core,integrations[minor]: Dont error on fields in model_kwargs (#27110) 
Given the current erroring behavior, every time we've moved a kwarg from
model_kwargs and made it its own field that was a breaking change.
Updating this behavior to support the old instantiations /
serializations.

Assuming build_extra_kwargs was not something that itself is being used
externally and needs to be kept backwards compatible
 2024-10-04 11:30:27 -07:00
Bagatur
0078493a80 fireworks[patch]: allow tool_choice with multiple tools (#26999) 
https://docs.fireworks.ai/api-reference/post-chatcompletions
 2024-09-30 11:28:43 -07:00
Bagatur
e1d113ea84 core,openai,grow,fw[patch]: deprecate bind_functions, update chat mod… (#26584) 
…el api ref
 2024-09-17 11:32:39 -07:00
Erick Friis
c2a3021bb0 multiple: pydantic 2 compatibility, v0.3 (#26443) 
Signed-off-by: ChengZi <chen.zhang@zilliz.com>
Co-authored-by: Eugene Yurtsev <eyurtsev@gmail.com>
Co-authored-by: Bagatur <22008038+baskaryan@users.noreply.github.com>
Co-authored-by: Dan O'Donovan <dan.odonovan@gmail.com>
Co-authored-by: Tom Daniel Grande <tomdgrande@gmail.com>
Co-authored-by: Grande <Tom.Daniel.Grande@statsbygg.no>
Co-authored-by: Bagatur <baskaryan@gmail.com>
Co-authored-by: ccurme <chester.curme@gmail.com>
Co-authored-by: Harrison Chase <hw.chase.17@gmail.com>
Co-authored-by: Tomaz Bratanic <bratanic.tomaz@gmail.com>
Co-authored-by: ZhangShenao <15201440436@163.com>
Co-authored-by: Friso H. Kingma <fhkingma@gmail.com>
Co-authored-by: ChengZi <chen.zhang@zilliz.com>
Co-authored-by: Nuno Campos <nuno@langchain.dev>
Co-authored-by: Morgante Pell <morgantep@google.com>
 2024-09-13 14:38:45 -07:00
Eugene Yurtsev
eb3870e9d8 fireworks[patch]: Upgrade @root_validators to be pydantic 2 compliant (#25443) 
Update @root_validators to be pydantic 2 compliant
 2024-08-15 16:56:48 +00:00
Bagatur
8461934c2b core[patch], integrations[patch]: convert TypedDict to tool schema support (#24641) 
supports following UX

```python
    class SubTool(TypedDict):
        """Subtool docstring"""

        args: Annotated[Dict[str, Any], {}, "this does bar"]

    class Tool(TypedDict):
        """Docstring
        Args:
            arg1: foo
        """

        arg1: str
        arg2: Union[int, str]
        arg3: Optional[List[SubTool]]
        arg4: Annotated[Literal["bar", "baz"], ..., "this does foo"]
        arg5: Annotated[Optional[float], None]
```

- can parse google style docstring
- can use Annotated to specify default value (second arg)
- can use Annotated to specify arg description (third arg)
- can have nested complex types
 2024-07-31 18:27:24 +00:00
Chuck Wooters
56c2a7f6d4 partners: add missing key name to Field() for ChatFireworks model (#24721) 
**Description:** 

In the `ChatFireworks` class definition, the Field() call for the "stop"
("stop_sequences") parameter is missing the "default" keyword.

**Issue:**

Type checker reports "stop_sequences" as a missing arg (not recognizing
the default value is None)

**Dependencies:**

None

**Twitter handle:**

None
 2024-07-28 18:40:21 +00:00
Bagatur
236e957abb core,groq,openai,mistralai,robocorp,fireworks,anthropic[patch]: Update BaseModel subclass and instance checks to handle both v1 and proper namespaces (#24417) 
After this PR chat models will correctly handle pydantic 2 with
bind_tools and with_structured_output.


```python
import pydantic
print(pydantic.__version__)
```
2.8.2

```python
from langchain_openai import ChatOpenAI
from pydantic import BaseModel, Field

class Add(BaseModel):
    x: int
    y: int

model = ChatOpenAI().bind_tools([Add])
print(model.invoke('2 + 5').tool_calls)

model = ChatOpenAI().with_structured_output(Add)
print(type(model.invoke('2 + 5')))
```

```
[{'name': 'Add', 'args': {'x': 2, 'y': 5}, 'id': 'call_PNUFa4pdfNOYXxIMHc6ps2Do', 'type': 'tool_call'}]
<class '__main__.Add'>
```


```python
from langchain_openai import ChatOpenAI
from pydantic.v1 import BaseModel, Field

class Add(BaseModel):
    x: int
    y: int

model = ChatOpenAI().bind_tools([Add])
print(model.invoke('2 + 5').tool_calls)

model = ChatOpenAI().with_structured_output(Add)
print(type(model.invoke('2 + 5')))
```

```python
[{'name': 'Add', 'args': {'x': 2, 'y': 5}, 'id': 'call_hhiHYP441cp14TtrHKx3Upg0', 'type': 'tool_call'}]
<class '__main__.Add'>
```

Addresses issues: https://github.com/langchain-ai/langchain/issues/22782

---------

Co-authored-by: Eugene Yurtsev <eyurtsev@gmail.com>
 2024-07-22 20:07:39 +00:00
Bagatur
5fd1e67808 core[minor], integrations...[patch]: Support ToolCall as Tool input and ToolMessage as Tool output (#24038) 
Changes:
- ToolCall, InvalidToolCall and ToolCallChunk can all accept a "type"
parameter now
- LLM integration packages add "type" to all the above
- Tool supports ToolCall inputs that have "type" specified
- Tool outputs ToolMessage when a ToolCall is passed as input
- Tools can separately specify ToolMessage.content and
ToolMessage.raw_output
- Tools emit events for validation errors (using on_tool_error and
on_tool_end)

Example:
```python
@tool("structured_api", response_format="content_and_raw_output")
def _mock_structured_tool_with_raw_output(
    arg1: int, arg2: bool, arg3: Optional[dict] = None
) -> Tuple[str, dict]:
    """A Structured Tool"""
    return f"{arg1} {arg2}", {"arg1": arg1, "arg2": arg2, "arg3": arg3}


def test_tool_call_input_tool_message_with_raw_output() -> None:
    tool_call: Dict = {
        "name": "structured_api",
        "args": {"arg1": 1, "arg2": True, "arg3": {"img": "base64string..."}},
        "id": "123",
        "type": "tool_call",
    }
    expected = ToolMessage("1 True", raw_output=tool_call["args"], tool_call_id="123")
    tool = _mock_structured_tool_with_raw_output
    actual = tool.invoke(tool_call)
    assert actual == expected

    tool_call.pop("type")
    with pytest.raises(ValidationError):
        tool.invoke(tool_call)

    actual_content = tool.invoke(tool_call["args"])
    assert actual_content == expected.content
```

---------

Co-authored-by: Erick Friis <erick@langchain.dev>
 2024-07-11 14:54:02 -07:00
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()

```
 2024-07-03 10:33:27 -07:00
ccurme
54e730f6e4 fireworks[patch]: read from tool calls attribute (#23820) 2024-07-03 11:11:17 -04:00
Bagatur
fc8fd49328 openai, anthropic, ...: with_structured_output to pass in explicit tool choice (#23645) 
...community, mistralai, groq, fireworks

part of #23644
 2024-06-28 16:39:53 -07:00
Julian Weng
6a1a0d977a partners[minor]: Fix value error message for with_structured_output (#22877) 
Currently, calling `with_structured_output()` with an invalid method
argument raises `Unrecognized method argument. Expected one of
'function_calling' or 'json_format'`, but the JSON mode option [is now
referred
to](https://python.langchain.com/v0.2/docs/how_to/structured_output/#the-with_structured_output-method)
by `'json_mode'`. This fixes that.

Co-authored-by: Harrison Chase <hw.chase.17@gmail.com>
 2024-06-20 15:03:21 +00:00