Yoann Poupart c1807d8408 encoding_kwargs for InstructEmbeddings (#5450) ...

# What does this PR do?

Bring support of `encode_kwargs` for ` HuggingFaceInstructEmbeddings`,
change the docstring example and add a test to illustrate with
`normalize_embeddings`.

Fixes #3605
(Similar to #3914)

Use case:
```python
from langchain.embeddings import HuggingFaceInstructEmbeddings

model_name = "hkunlp/instructor-large"
model_kwargs = {'device': 'cpu'}
encode_kwargs = {'normalize_embeddings': True}
hf = HuggingFaceInstructEmbeddings(
    model_name=model_name,
    model_kwargs=model_kwargs,
    encode_kwargs=encode_kwargs
)
```

2023-05-30 11:57:04 -07:00

..

agent

Add Multi-CSV/DF support in CSV and DataFrame Toolkits (#5009)

2023-05-25 14:23:11 -07:00

cache

feat: add Momento as a standard cache and chat message history provider (#5221)

2023-05-25 19:13:21 -07:00

callbacks

add tracing v2 env var (#4465)

2023-05-10 11:08:29 -07:00

chains

Harrison/neo4j (#5078)

2023-05-22 07:31:48 -07:00

chat_models

Harrison/vertex (#5049)

2023-05-24 15:51:12 -07:00

client

Add Delete Session Method (#5193)

2023-05-24 21:06:03 +00:00

document_loaders

Harrison/spark reader (#5405)

2023-05-29 20:23:17 -07:00

embeddings

encoding_kwargs for InstructEmbeddings (#5450)

2023-05-30 11:57:04 -07:00

examples

fix(document_loaders/telegram): fix pandas calls + add tests (#4806)

2023-05-16 14:35:25 -07:00

llms

Harrison/prediction guard update (#5404)

2023-05-29 07:14:59 -07:00

memory

feat: add Momento as a standard cache and chat message history provider (#5221)

2023-05-25 19:13:21 -07:00

prompts

Cleanup integration test dir (#3308)

2023-04-21 09:44:09 -07:00

retrievers

tfidf retriever (#5114)

2023-05-24 10:02:09 -07:00

utilities

Tedma4/twilio tool (#5136)

2023-05-25 19:19:22 -07:00

vectorstores

adding MongoDBAtlasVectorSearch (#5338)

2023-05-30 07:59:01 -07:00

__init__.py

initial commit

2022-10-24 14:51:15 -07:00

.env.example

adding MongoDBAtlasVectorSearch (#5338)

2023-05-30 07:59:01 -07:00

conftest.py

feat: improve pinecone tests (#2806)

2023-04-13 21:49:31 -07:00

test_document_transformers.py

Contextual compression retriever (#2915)

2023-04-20 17:01:14 -07:00

test_nlp_text_splitters.py

OptimizedPrompt -- k-shot example choice backed by semantic search (#91)

2022-11-09 21:15:42 -08:00

test_pdf_pagesplitter.py

cleanup: unify 3 different pdf loaders, rename PagedPDFSplitter (#1615)

2023-03-13 23:06:50 -07:00

test_schema.py

Add 'get_token_ids' method (#4784)

2023-05-22 13:17:26 +00:00

test_text_splitter.py

Fix TextSplitter.from_tiktoken(#4361)

2023-05-08 16:36:38 -07:00