needle-ai/needle-python
Needle simplifies building RAG pipelines.
This is a developer tool designed to simplify building Retrieval Augmented Generation (RAG) pipelines. It takes unstructured data from your documents, web pages, or other sources, processes it, and provides relevant contextual information that can be fed into a large language model. This is for developers building AI-powered applications that need to generate accurate, context-aware responses based on specific knowledge bases.
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Use this if you are a developer building an application that needs to answer questions or generate content using your own documents and want to streamline the data retrieval part of your RAG pipeline.
Not ideal if you are looking for a complete, end-to-end AI application or a conversational agent ready for immediate use without writing code.
Stars
42
Forks
2
Language
Python
License
MIT
Category
Last pushed
Jul 27, 2025
Commits (30d)
0
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