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Generate Knowledge with Semantic Graphs and RAG
- westurner 3y agoWhat about citations, and indicating provenance of derived knowledge? neuml/txtai, neuml/paperai: https://github.com/neuml/paperai https://github.com/neuml/paperai "Wikidata, with 12B facts, can ground LLMs to improve their factuality" (2023) https://news.ycombinator.com/context?id=38309408 https://news.ycombinator.com/context?id=38309408
- dmezzetti 3y agoGood points, as you reference. txtai can build citations for single record answers. https://neuml.hashnode.dev/build-rag-pipelines-with-txtai https://neuml.hashnode.dev/build-rag-pipelines-with-txtai I have it on my list to figure out how to cite multiple answer/multiple record citations.
- westurner 3y agoIs there different output each time you run this function; does it converge upon true statements predicated by premises? Is there different output with different system prompts, then? /? "system prompt" https://hn.algolia.com/?dateRange=all&page=0&prefix=false&query=%22system%20prompt%22&sort=byDate&type=story https://hn.algolia.com/?dateRange=all&page=0&prefix=false&qu...
- dmezzetti 3y agoI haven't noticed that to be the case. Small prompt changes can change the output though as with all LLMs.