https://github.com/nebuly-ai/nebuly

The user analytics platform for LLMs
https://github.com/nebuly-ai/nebuly

ai analytics artificial-intelligence deeplearning large-language-models llm

Last synced: 3 months ago
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The user analytics platform for LLMs

• Host: GitHub
• URL: https://github.com/nebuly-ai/nebuly
• Owner: nebuly-ai
• License: apache-2.0
• Created: 2022-02-12T17:17:14.000Z (over 2 years ago)
• Default Branch: main
• Last Pushed: 2023-10-28T10:19:07.000Z (8 months ago)
• Last Synced: 2024-03-09T07:23:11.163Z (4 months ago)
• Topics: ai, analytics, artificial-intelligence, deeplearning, large-language-models, llm
• Language: Python
• Homepage: https://www.nebuly.com/
• Size: 4.31 MB
• Stars: 8,349
• Watchers: 94
• Forks: 651
• Open Issues: 109
• Metadata Files:
  • Readme: README.md
  • Code of conduct: CODE_OF_CONDUCT.md
  • Citation: CITATION.cff

Lists

• awesome-production-machine-learning - Nebullvm - ai/nebullvm.svg?style=social) - Nebullvm is an ecosystem of plug and play modules to boost the performances of your AI systems. The optimisation modules are stack-agnostic and work with any library. They are designed to be easily integrated into your system, providing a quick and seamless boost to its performance. (Optimized Computation)
• awesome-mlops - Nebullvm - Easy-to-use library to boost AI inference. (Optimization Tools)
• awesome-stars - nebuly-ai/nebuly - The user analytics platform for LLMs (Python)
• awesome-stars - nebuly-ai/nebuly - The next-generation platform to monitor and optimize your AI costs in one place 🚀 (Python)
• awesome-stars - nebuly-ai/nebuly - The user analytics platform for LLMs (Python)
• awesome - nebuly-ai/nebuly - The user analytics platform for LLMs (Python)
• awesome-stars - nebuly-ai/nebuly - The user analytics platform for LLMs (Python)
• awesome-stars - nebuly-ai/nebuly - The next-generation platform to monitor and optimize your AI costs in one place 🚀 (Python)
• awesome-stars - nebuly - ai | 8336 | (Python)
• awesome-stars - nebuly - ai | 8362 | (Python)
• stars - nebuly-ai/nebuly - The user analytics platform for LLMs (Python)
• awesome-stars - nebuly-ai/nebuly - The user analytics platform for LLMs (Python)
• awesome-stars - nebuly - ai | 8361 | (Python)

README

        
# Nebuly - The User Analytics Platform for LLMs

This is the official Python SDK for Nebuly. **[Nebuly](https://www.nebuly.com/)** is the user analytics platform for LLMs enabling you to automatically capture how your users interact with your models. The platform helps you understand what your LLM users like, what they don’t and why, what are the most asked questions and how you can improve your LLMs products to delight your customers.

## Installation

The easiest way to install Nebuly’s SDK is via `pip`:

```

pip install nebuly

```

Once installed, authenticate to Nebuly platform and start building.

## Get started

Tracking interactions to Nebuly is incredibly easy and requires just two lines of code. Use your LLMs as always, all you need to do is:

1. Include Nebuly's API key.

2. Add the **`user_id`** parameter within your model call.

With these simple additions, you can start tracking interactions to Nebuly in less than 2 minutes.

```python

import nebuly

import openai

nebuly.init(api_key="")

openai.api_key = ""

response = openai.ChatCompletion.create(

    model="gpt-3.5-turbo",

    messages=[

        {

            "role": "system",

            "content": "You are an helpful assistant"

        },

        {

            "role": "user",

            "content": "Hello, I need help with my computer"

        }

    ],

    user_id="test_user",

)

```

We support also Azure OpenAI, HuggingFace, Cohere, Anthropic, VertexAI and Bedrock. To learn more please visit the [documentation](https://docs.nebuly.com/welcome/overview).