Morph
LiteLLM supports all models on Morph
Overviewโ
Morph provides specialized AI models designed for agentic workflows, particularly excelling at precise code editing and manipulation. Their "Apply" models enable targeted code changes without full file rewrites, making them ideal for AI agents that need to make intelligent, context-aware code modifications.
API Keyโ
import os
os.environ["MORPH_API_KEY"] = "your-api-key"
Sample Usageโ
from litellm import completion
# set env variable
os.environ["MORPH_API_KEY"] = "your-api-key"
messages = [
{"role": "user", "content": "Write a Python function to calculate factorial"}
]
## Morph v3 Fast - Optimized for speed
response = completion(
model="morph/morph-v3-fast",
messages=messages,
)
print(response)
## Morph v3 Large - Most capable model
response = completion(
model="morph/morph-v3-large",
messages=messages,
)
print(response)
Sample Usage - Streamingโ
from litellm import completion
# set env variable
os.environ["MORPH_API_KEY"] = "your-api-key"
messages = [
{"role": "user", "content": "Write a Python function to calculate factorial"}
]
## Morph v3 Fast with streaming
response = completion(
model="morph/morph-v3-fast",
messages=messages,
stream=True,
)
for chunk in response:
print(chunk)
Supported Modelsโ
Model Name | Function Call | Description | Context Window |
---|---|---|---|
morph-v3-fast | completion('morph/morph-v3-fast', messages) | Fastest model, optimized for quick responses | 16k tokens |
morph-v3-large | completion('morph/morph-v3-large', messages) | Most capable model for complex tasks | 16k tokens |
Usage - LiteLLM Proxy Serverโ
Here's how to use Morph with the LiteLLM Proxy Server:
- Save API key in your environment
export MORPH_API_KEY="your-api-key"
- Add model to config.yaml
model_list:
- model_name: morph-v3-fast
litellm_params:
model: morph/morph-v3-fast
- model_name: morph-v3-large
litellm_params:
model: morph/morph-v3-large
- Start the proxy server
litellm --config config.yaml
Advanced Usageโ
Setting API Baseโ
import litellm
# set custom api base
response = completion(
model="morph/morph-v3-large",
messages=[{"role": "user", "content": "Hello, world!"}],
api_base="https://api.morphllm.com/v1"
)
print(response)
Setting API Keyโ
import litellm
# set api key via completion
response = completion(
model="morph/morph-v3-large",
messages=[{"role": "user", "content": "Hello, world!"}],
api_key="your-api-key"
)
print(response)