WEBDIENSTE/langgraph
1
0
Fork 0
mirror of https://github.com/langchain-ai/langgraph.git synced 2026-08-29 11:19:54 +02:00
Code Issues Packages Projects Releases Wiki Activity

Update the common dims table

Browse Source
This commit is contained in:
William Fu-Hinthorn
2024-12-04 06:53:55 -08:00
parent c5904135cc
commit 62dafd2f2f
3 changed files with 23 additions and 14 deletions
Download Patch File Download Diff File Expand all files Collapse all files
docs/docs/cloud/reference/cli.md
+9
View File
@@ -81,6 +81,15 @@ The `fields` configuration determines which parts of your documents to embed:
}
```
!!! note "Common model dimensions"
- openai:text-embedding-3-large: 3072
- openai:text-embedding-3-small: 1536
- openai:text-embedding-ada-002: 1536
- cohere:embed-english-v3.0: 1024
- cohere:embed-english-light-v3.0: 384
- cohere:embed-multilingual-v3.0: 1024
- cohere:embed-multilingual-light-v3.0: 384
#### Semantic search with a custom embedding function
If you want to use semantic search with a custom embedding function, you can pass a path to a custom embedding function:
libs/checkpoint/langgraph/store/base/__init__.py
+7 -7
View File
@@ -478,13 +478,13 @@ class IndexConfig(TypedDict, total=False):
"""Number of dimensions in the embedding vectors.
Common embedding models have the following dimensions:
- OpenAI text-embedding-3-large: 256, 1024, or 3072
- OpenAI text-embedding-3-small: 512 or 1536
- OpenAI text-embedding-ada-002: 1536
- Cohere embed-english-v3.0: 1024
- Cohere embed-english-light-v3.0: 384
- Cohere embed-multilingual-v3.0: 1024
- Cohere embed-multilingual-light-v3.0: 384
- openai:text-embedding-3-large: 3072
- openai:text-embedding-3-small: 1536
- openai:text-embedding-ada-002: 1536
- cohere:embed-english-v3.0: 1024
- cohere:embed-english-light-v3.0: 384
- cohere:embed-multilingual-v3.0: 1024
- cohere:embed-multilingual-light-v3.0: 384
"""
embed: Union[Embeddings, EmbeddingsFunc, AEmbeddingsFunc]
libs/cli/langgraph_cli/config.py
+7 -7
View File
@@ -17,13 +17,13 @@ class IndexConfig(TypedDict, total=False):
"""Number of dimensions in the embedding vectors.
Common embedding models have the following dimensions:
- OpenAI text-embedding-3-large: 256, 1024, or 3072
- OpenAI text-embedding-3-small: 512 or 1536
- OpenAI text-embedding-ada-002: 1536
- Cohere embed-english-v3.0: 1024
- Cohere embed-english-light-v3.0: 384
- Cohere embed-multilingual-v3.0: 1024
- Cohere embed-multilingual-light-v3.0: 384
- openai:text-embedding-3-large: 3072
- openai:text-embedding-3-small: 1536
- openai:text-embedding-ada-002: 1536
- cohere:embed-english-v3.0: 1024
- cohere:embed-english-light-v3.0: 384
- cohere:embed-multilingual-v3.0: 1024
- cohere:embed-multilingual-light-v3.0: 384
"""
embed: str