Speck is a livetrace debugging and metrics tracking platform for LLM apps.
Speck streamlines LLM app development with its live debugging and metrics tracking. It simplifies prompt engineering and testing across any LLM, saving you time and enhancing your workflow.
Features
Speck's main features include:
- [Live LLM debugging]
- LLM observability
- Developer framework for calling models
- OpenAI proxy
Support
| Model | Support |
|---|---|
| OpenAI | ✅ |
| AzureOpenAI | ✅ |
| Anthropic | ✅ |
| Replicate | ✅ |
| LiteLLM | ✅ |
The dashboard on the Speck website has 4 main features:
- Home: Dashboard for LLM usage metrics
- Logs: Inspect recent LLM calls
- Playground: Prompt engineer with any model
- Live Debug: Test prompts with on-the-fly debugging
If you have any feature requests or want to stay up to date, please join our Discord community!
Getting Started
Python
pip install speck
Then, you can run something like:
from speck import Speck
client = Speck(api_key=None, api_keys={"openai": "sk-...", "anthropic": "sk-..."})
response: Response = client.chat.create(
prompt=[{"role": "system", "content": "Count to 5."}],
config={"model": "anthropic:claude-2"}
)
Now, each call will be logged for testing. Read more on our documentation!
1 maintainer
Release files for speck 0.1.8
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| speck-0.1.8.tar.gz | 24.6 kB | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| speck-0.1.8-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 56.4 kB
Release files / speck-0.1.8.tar.gz
| Download URL | speck-0.1.8.tar.gz |
|---|---|
| Size | 24.6 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
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|
|
BLAKE2b-256 checksum How to use checksums |
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|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/4.0.2 CPython/3.12.0
|
Release files / speck-0.1.8-py3-none-any.whl
| Download URL | speck-0.1.8-py3-none-any.whl |
|---|---|
| Size | 31.8 kB |
| Tags | Python 3 |
|
SHA-256 checksum How to use checksums |
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|
|
BLAKE2b-256 checksum How to use checksums |
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|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/4.0.2 CPython/3.12.0
|
