LLMs over your data ; NLP tasks / problems AND Tweet
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9 Documents
LlamaIndex 🦙 sur X : "Use RAG to build advanced text-to-SQL..."
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2024-01-24 About
Jerry Liu sur Twitter : "if you have access to a rich query language (e.g. SQL / any DSL), use a vector db to index additional metadata to help the LLM execute queries using this query language, while preventing prompt overflows!
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2023-07-20 About
Jerry Liu sur Twitter : "Using cross-encoding as a reranking step can dramatically speed up LLM inference time AND improve accuracy!"
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2023-07-20 About
Jerry Liu sur Twitter : "Adding metadata to text can help w/ disambiguation and boost retrieval performance for LLM QA systems, using LLMs to... extract rich context to augment each chunk"
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2023-07-09 About
Jas Singh sur Twitter : "ChatGPT can now turn your PDFs into chatbots… in ONLY 3 Clicks..."
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2023-06-04 About
Andrej Karpathy sur Twitter : "Any piece of content can and will be instantiated into a Q&A assistant" / Twitter
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2023-04-20 About
Jo Kristian Bergum sur Twitter : "Do GTP embeddings work for our domain?"
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2023-04-07 About
Jo Kristian Bergum sur Twitter : "The movement around connecting LLMs with your data via retrieval augmentation seems to lack a focus on retrieval quality."
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2023-04-07 About
anton sur Twitter : "Kind of interesting seeing all of these products pop up saying “train ChatGPT on your docs or website” Technically no one can train ChatGPT on your data."
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2023-04-02 About