jparkerweb

jparkerweb/semantic-chunking

🍱 semantic-chunking ⇢ semantically create chunks from large document for passing to LLM workflows

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State-of-the-art Machine Learning for the web. Run 🤗 Transformers directly in your browser, with no need for a server!
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A cache object that deletes the least-recently-used items.
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A simple utility to parse text into sentences

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Use LLMs to run map-reduce summarization tasks on large documents until a target token size is met.
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NodeJS library that semantically chunks text and matches it against a user query using cosine similarity for precise and relevant text retrieval

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