bulk-chain and bulk-chain-shell
A provides the core API framework for schema-based reasoning while B is a shell client that consumes that framework, making them complements designed to be used together.
About bulk-chain
nicolay-r/bulk-chain
A no-string API framework for deploying schema-based reasoning into third-party apps
This is a framework for developers who need to process large collections of text data using custom large language models (LLMs). It allows you to define a sequence of instructions (a "schema") in JSON, which dictates how the LLM should extract or transform information from each text. The input is an iterable of text entries, and the output is the original text augmented with the new information extracted by the LLM.
About bulk-chain-shell
NOOBKABHA/bulk-chain-shell
Shell client 📺 for shema-based reasoning 🧠 over your data via custom LLM provider 🌌
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