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Text analytics for LLM apps. Cluster messages to detect use cases, outliers, power users. Detect intents and run evals with LLM (OpenAI, MistralAI, Ollama, etc.)

Home Page: https://phospho.ai

License: Apache License 2.0

Python 51.38% Jupyter Notebook 4.63% Dockerfile 0.10% Makefile 0.07% Batchfile 0.04% TypeScript 43.36% JavaScript 0.30% CSS 0.12%
analytics llm nlp python generative-ai self-hosted ai nextjs ollama typescript llmops

phospho's Introduction

The LLM app backoffice for busy builders

phospho logo phospho npm package phospho Python package on PyPi Y Combinator W24

๐Ÿงช phospho is the backoffice for your LLM apps.

Detect issues and extract insights from your users' text messages.

Gather feedback and measure success. Create the best conversational experience for your users. Analyze logs effortlessly and finally make sense of all your data.

Learn more in the documentation.

phospho platform

Demo ๐Ÿงช

phospho_demo_socials.mp4

Key Features ๐Ÿš€

  • Clustering: Group similar conversations and identify patterns
  • A/B Testing: Compare different versions of your LLM app
  • Data Labeling: Efficiently categorize and annotate your data
  • User Analytics: Gain insights into user behavior and preferences
  • Integration: Sync data with LangSmith/Langfuse, Argilla, PowerBI
  • Data Visualization: Powerful tools to understand your data
  • Multi-user Experience: Collaborate with your team seamlessly

Access the hosted version

Quickly import, analyze and label data on the phospho platform.

  1. Create an account
  2. Install our SDK:
  • Python: pip install phospho
  • JavaScript: npm i phospho
  1. Set environment variables ( you can find these on your phospho account )
  • PHOSPHO_API_KEY
  • PHOSPHO_PROJECT_ID
  1. Initialize phospho: phospho.init()
  2. Start logging to phospho with phospho.log(input="question", output="answer")

Follow this guide to get started.

Note:

  • You can also import data directly through a CSV or Excel directly on the platform
  • If you use the python version, you might want to disable auto-logging with phospho.init(auto_log=False)

Use phospho as a white label solution

Want to get the hosted version of phospho as a white label platform?

Contact us here to get your own white label backoffice for your llm apps.

License

This project is licensed under the Apache 2.0 License - see the LICENSE file for details

Related projects

Contributing

We welcome contributions from the community. Please refer to our contributing guidelines for more information.

About us

We are a team of passionate AI builders, feel free to reach out here

With love and baguettes from Paris, the phospho team ๐Ÿฅ–๐Ÿ’š

Star History

Star History Chart

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