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SciPhi-AI/synthesizer

A multi-purpose LLM framework for generating synthetic training data and evaluating RAG pipelines.

synthesizer
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Synthesizer provides tools for generating synthetic question-answer datasets using LLMs, with turnkey integration for anchoring generated data to real-world sources via RAG. It includes a built-in RAG provider interface and harness for evaluating RAG pipeline performance. Supports Anthropic, OpenAI, vLLM, and HuggingFace as backends.

Frequently asked

What is SciPhi-AI/synthesizer?
A multi-purpose LLM framework for generating synthetic training data and evaluating RAG pipelines.
Is synthesizer open source?
Yes — SciPhi-AI/synthesizer is open source, released under the Apache-2.0 license.
What language is synthesizer written in?
SciPhi-AI/synthesizer is primarily written in Python.
How popular is synthesizer?
SciPhi-AI/synthesizer has 625 stars on GitHub.
Where can I find synthesizer?
SciPhi-AI/synthesizer is on GitHub at https://github.com/SciPhi-AI/synthesizer.

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