Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Jump to bottom

docs: update cohere documentation #19700

Merged
merged 6 commits into from
Apr 2, 2024
Merged

docs: update cohere documentation #19700

Changes from all commits
Commits
Show all changes
6 commits
Select commit Hold shift + click to select a range
42b3787
update cohere documentation
sepiatone Mar 28, 2024
7f17100
update with pr review comments
sepiatone Apr 2, 2024
bd2ba9c
minor update
sepiatone Apr 2, 2024
71adaf3
merge
ccurme Apr 2, 2024
81d4aaa
update import
ccurme Apr 2, 2024
1da6d9a
fix
ccurme Apr 2, 2024
File filter

Filter by extension

Filter by extension
Conversations
Failed to load comments.
Jump to
Jump to file
Failed to load files.
Diff view
Diff view
21 changes: 16 additions & 5 deletions docs/docs/integrations/providers/cohere.mdx
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -16,7 +16,7 @@ Get a [Cohere api key](https://dashboard.cohere.ai/) and set it as an environmen
|API|description|Endpoint docs|Import|Example usage|
|---|---|---|---|---|
|Chat|Build chat bots|[chat](https://docs.cohere.com/reference/chat)|`from langchain_cohere import ChatCohere`|[cohere.ipynb](/docs/integrations/chat/cohere)|
|LLM|Generate text|[generate](https://docs.cohere.com/reference/generate)|`from langchain_cohere import Cohere`|[cohere.ipynb](/docs/integrations/llms/cohere)|
|LLM|Generate text|[generate](https://docs.cohere.com/reference/generate)|`from langchain_cohere.llms import Cohere`|[cohere.ipynb](/docs/integrations/llms/cohere)|
|RAG Retriever|Connect to external data sources|[chat + rag](https://docs.cohere.com/reference/chat)|`from langchain.retrievers import CohereRagRetriever`|[cohere.ipynb](/docs/integrations/retrievers/cohere)|
|Text Embedding|Embed strings to vectors|[embed](https://docs.cohere.com/reference/embed)|`from langchain_cohere import CohereEmbeddings`|[cohere.ipynb](/docs/integrations/text_embedding/cohere)|
|Rerank Retriever|Rank strings based on relevance|[rerank](https://docs.cohere.com/reference/rerank)|`from langchain.retrievers.document_compressors import CohereRerank`|[cohere.ipynb](/docs/integrations/retrievers/cohere-reranker)|
Expand All @@ -30,19 +30,22 @@ from langchain_cohere import ChatCohere
from langchain_core.messages import HumanMessage
chat = ChatCohere()
messages = [HumanMessage(content="knock knock")]
print(chat(messages))
print(chat.invoke(messages))
```

Usage of the Cohere [chat model](/docs/integrations/chat/cohere)

### LLM


```python
from langchain_cohere import Cohere
from langchain_cohere.llms import Cohere

llm = Cohere(model="command")
llm = Cohere()
print(llm.invoke("Come up with a pet name"))
```

Usage of the Cohere (legacy) [LLM model](/docs/integrations/llms/cohere)
### ReAct Agent

```python
Expand All @@ -65,7 +68,7 @@ agent = create_cohere_react_agent(
prompt
)

agent_executor = AgentExecutor(agent=agent, tools=[internet_search], verbose=True)```
agent_executor = AgentExecutor(agent=agent, tools=[internet_search], verbose=True)

agent_executor.invoke({
"input": "In what year was the company that was founded as Sound of Music added to the S&P 500?",
Expand All @@ -83,6 +86,8 @@ rag = CohereRagRetriever(llm=ChatCohere())
print(rag.get_relevant_documents("What is cohere ai?"))
```

Usage of the Cohere [RAG Retriever](/docs/integrations/retrievers/cohere)

### Text Embedding

```python
Expand All @@ -91,3 +96,9 @@ from langchain_cohere import CohereEmbeddings
embeddings = CohereEmbeddings(model="embed-english-light-v3.0")
print(embeddings.embed_documents(["This is a test document."]))
```

Usage of the Cohere [Text Embeddings model](/docs/integrations/text_embedding/cohere)

### Reranker

Usage of the Cohere [Reranker](/docs/integrations/retrievers/cohere-reranker)