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What’s Haystack?
As an open-source framework for constructing LLM functions, Haystack tries to do the vital issues appropriately, relatively than doing all of the issues. Haystack doesn’t have as many first-party integrations as, say, LangChain, however it owns and totally helps the 34 integrations it at the moment has. Haystack additionally presents 28 community-contributed integrations to tie the framework to less-popular knowledge and doc shops, fashions, instruments, and APIs. I point out integrations earlier than discussing the core framework structure (see “Haystack ideas” beneath) as a result of the integrations really require extra growth effort than core orchestration capabilities.
Along with valuing doing issues proper over doing all of the issues, Haystack tries to be express relatively than implicit. That will imply writing extra code the primary time you create a pipeline, however in return for that additional preliminary effort you’ll discover it a lot simpler to debug, replace, and keep your pipeline. To counter the grind of writing numerous express code, you possibly can create your pipeline graphs visually with deepset Studio, mentioned beneath.
The 4 main design targets of Haystack are to be expertise agnostic, to be express (as we simply mentioned), to be versatile, and to be extensible. The Haystack repo README describes these as follows:
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