mirror of
https://github.com/hwchase17/langchain.git
synced 2025-10-12 04:20:55 +00:00
60 lines
2.0 KiB
Plaintext
60 lines
2.0 KiB
Plaintext
# IBM
|
|
|
|
The `LangChain` integrations related to [IBM watsonx.ai](https://www.ibm.com/products/watsonx-ai) platform.
|
|
|
|
IBM® watsonx.ai™ AI studio is part of the IBM [watsonx](https://www.ibm.com/watsonx)™ AI and data platform, bringing together new generative
|
|
AI capabilities powered by [foundation models](https://www.ibm.com/products/watsonx-ai/foundation-models) and traditional machine learning (ML)
|
|
into a powerful studio spanning the AI lifecycle. Tune and guide models with your enterprise data to meet your needs with easy-to-use tools for
|
|
building and refining performant prompts. With watsonx.ai, you can build AI applications in a fraction of the time and with a fraction of the data.
|
|
Watsonx.ai offers:
|
|
|
|
- **Multi-model variety and flexibility:** Choose from IBM-developed, open-source and third-party models, or build your own model.
|
|
- **Differentiated client protection:** IBM stands behind IBM-developed models and indemnifies the client against third-party IP claims.
|
|
- **End-to-end AI governance:** Enterprises can scale and accelerate the impact of AI with trusted data across the business, using data wherever it resides.
|
|
- **Hybrid, multi-cloud deployments:** IBM provides the flexibility to integrate and deploy your AI workloads into your hybrid-cloud stack of choice.
|
|
|
|
|
|
## Installation and Setup
|
|
|
|
Install the integration package with
|
|
```bash
|
|
pip install -qU langchain-ibm
|
|
```
|
|
|
|
Get an IBM watsonx.ai api key and set it as an environment variable (`WATSONX_APIKEY`)
|
|
```python
|
|
import os
|
|
|
|
os.environ["WATSONX_APIKEY"] = "your IBM watsonx.ai api key"
|
|
```
|
|
|
|
## Chat Model
|
|
|
|
### ChatWatsonx
|
|
|
|
See a [usage example](/docs/integrations/chat/ibm_watsonx).
|
|
|
|
```python
|
|
from langchain_ibm import ChatWatsonx
|
|
```
|
|
|
|
## LLMs
|
|
|
|
### WatsonxLLM
|
|
|
|
See a [usage example](/docs/integrations/llms/ibm_watsonx).
|
|
|
|
```python
|
|
from langchain_ibm import WatsonxLLM
|
|
```
|
|
|
|
## Embedding Models
|
|
|
|
### WatsonxEmbeddings
|
|
|
|
See a [usage example](/docs/integrations/text_embedding/ibm_watsonx).
|
|
|
|
```python
|
|
from langchain_ibm import WatsonxEmbeddings
|
|
```
|