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mistral: catch GatedRepoError, release 0.1.3 (#20802)

Browse Source 
https://github.com/langchain-ai/langchain/issues/20618

---------

Co-authored-by: Erick Friis <erick@langchain.dev>
pull/20803/head^2
ccurme 2 months ago committed by GitHub
parent a7c347ab35
commit 6622829c67
No known key found for this signature in database
GPG Key ID: B5690EEEBB952194
3 changed files with 176 additions and 156 deletions
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28
libs/partners/mistralai/langchain_mistralai/embeddings.py
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@ -1,5 +1,6 @@
import asyncio
import logging
import warnings
from typing import Dict, Iterable, List, Optional
import httpx
@ -19,6 +20,13 @@ logger = logging.getLogger(__name__)
MAX_TOKENS = 16_000
class DummyTokenizer:
"""Dummy tokenizer for when tokenizer cannot be accessed (e.g., via Huggingface)"""
def encode_batch(self, texts: List[str]) -> List[List[str]]:
return [list(text) for text in texts]
class MistralAIEmbeddings(BaseModel, Embeddings):
"""MistralAI embedding models.
@ -83,9 +91,18 @@ class MistralAIEmbeddings(BaseModel, Embeddings):
timeout=values["timeout"],
)
if values["tokenizer"] is None:
values["tokenizer"] = Tokenizer.from_pretrained(
"mistralai/Mixtral-8x7B-v0.1"
)
try:
values["tokenizer"] = Tokenizer.from_pretrained(
"mistralai/Mixtral-8x7B-v0.1"
)
except IOError: # huggingface_hub GatedRepoError
warnings.warn(
"Could not download mistral tokenizer from Huggingface for "
"calculating batch sizes. Set a Huggingface token via the "
"HF_TOKEN environment variable to download the real tokenizer. "
"Falling back to a dummy tokenizer that uses `len()`."
)
values["tokenizer"] = DummyTokenizer()
return values
def _get_batches(self, texts: List[str]) -> Iterable[List[str]]:
@ -100,7 +117,10 @@ class MistralAIEmbeddings(BaseModel, Embeddings):
for text, text_tokens in zip(texts, text_token_lengths):
if batch_tokens + text_tokens > MAX_TOKENS:
yield batch
if len(batch) > 0:
# edge case where first batch exceeds max tokens
# should not yield an empty batch.
yield batch
batch = [text]
batch_tokens = text_tokens
else:

302
libs/partners/mistralai/poetry.lock generated
Unescape Escape View File

@ -1,4 +1,4 @@
# This file is automatically @generated by Poetry 1.8.2 and should not be changed by hand.
# This file is automatically @generated by Poetry 1.7.1 and should not be changed by hand.
[[package]]
name = "annotated-types"
@ -176,13 +176,13 @@ files = [
[[package]]
name = "exceptiongroup"
version = "1.2.0"
version = "1.2.1"
description = "Backport of PEP 654 (exception groups)"
optional = false
python-versions = ">=3.7"
files = [
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]
[package.extras]
@ -342,13 +342,13 @@ typing = ["types-PyYAML", "types-requests", "types-simplejson", "types-toml", "t
[[package]]
name = "idna"
version = "3.6"
version = "3.7"
description = "Internationalized Domain Names in Applications (IDNA)"
optional = false
python-versions = ">=3.5"
files = [
{file = "idna-3.6-py3-none-any.whl", hash = "sha256:c05567e9c24a6b9faaa835c4821bad0590fbb9d5779e7caa6e1cc4978e7eb24f"},
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]
[[package]]
@ -389,7 +389,7 @@ files = [
[[package]]
name = "langchain-core"
version = "0.1.42"
version = "0.1.45"
description = "Building applications with LLMs through composability"
optional = false
python-versions = ">=3.8.1,<4.0"
@ -430,13 +430,13 @@ url = "../../standard-tests"
[[package]]
name = "langsmith"
version = "0.1.42"
version = "0.1.50"
description = "Client library to connect to the LangSmith LLM Tracing and Evaluation Platform."
optional = false
python-versions = "<4.0,>=3.8.1"
files = [
{file = "langsmith-0.1.42-py3-none-any.whl", hash = "sha256:1101c3b5cbd9e8d65471f32fbb99736403f1bc30954fdd233b2991a40c65aa03"},
{file = "langsmith-0.1.42.tar.gz", hash = "sha256:e41236fd043c83a39329913ec607ae31cd46dad78a09c4924eab4a29e954da17"},
{file = "langsmith-0.1.50-py3-none-any.whl", hash = "sha256:a81e9809fcaa277bfb314d729e58116554f186d1478fcfdf553b1c2ccce54b85"},
{file = "langsmith-0.1.50.tar.gz", hash = "sha256:9fd22df8c689c044058536ea5af66f5302067e7551b60d7a335fede8d479572b"},
]
[package.dependencies]
@ -507,62 +507,62 @@ files = [
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optional = false
python-versions = ">=3.8"
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[package.dependencies]

2
libs/partners/mistralai/pyproject.toml
Unescape Escape View File

@ -1,6 +1,6 @@
[tool.poetry]
name = "langchain-mistralai"
version = "0.1.2"
version = "0.1.3"
description = "An integration package connecting Mistral and LangChain"
authors = []
readme = "README.md"

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