langchain

mirror of https://github.com/hwchase17/langchain.git synced 2026-01-15 23:27:07 +00:00

Files

ccurme 56499cf58b openai[patch]: unskip test and relax tolerance in embeddings comparison (#28262 )

From what I can tell response using SDK is not deterministic:
```python
import numpy as np
import openai

documents = ["disallowed special token '<|endoftext|>'"]
model = "text-embedding-ada-002"

direct_output_1 = (
    openai.OpenAI()
    .embeddings.create(input=documents, model=model)
    .data[0]
    .embedding
)

for i in range(10):
    direct_output_2 = (
        openai.OpenAI()
        .embeddings.create(input=documents, model=model)
        .data[0]
        .embedding
    )
    print(f"{i}: {np.isclose(direct_output_1, direct_output_2).all()}")
```
```
0: True
1: True
2: True
3: True
4: False
5: True
6: True
7: True
8: True
9: True
```

See related discussion here:
https://community.openai.com/t/can-text-embedding-ada-002-be-made-deterministic/318054

Found the same result using `"text-embedding-3-small"`.

2024-11-21 10:23:10 -08:00

cli

[CLI] Relax constraints (#28218 )

2024-11-19 09:31:56 -08:00

community

community: fix compatibility issue in kinetica chat model integration for Pydantic 2 (#28252 )

2024-11-21 09:33:00 -05:00

core

core[minor]: Add other langgraph packages to sys_info (#28190 )

2024-11-19 09:20:25 -05:00

experimental

experimental: migrate to external repo (#26879 )