Favoris ; Artificial Intelligence ; LLM + Code AND LLM + structured data
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8 Documents
[2311.07509] A Benchmark to Understand the Role of Knowledge Graphs on Large Language Model's Accuracy for Question Answering on Enterprise SQL Databases
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2023-11-21 About
defog-ai/sqlcoder: SoTA LLM for converting natural language questions to SQL queries
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2023-10-01 About
Fine-Tuning Llama-2: A Comprehensive Case Study for Tailoring Models to Unique Applications | Anyscale
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2023-08-18 About
Easily Finetune Llama 2 for Your Text-to-SQL Applications | by Jerry Liu | Aug, 2023
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2023-08-18 About
LlamaIndex: Harnessing the Power of Text2SQL and RAG to Analyze Product Reviews | by Ravi Theja | LlamaIndex Blog | Aug, 2023 | Medium
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2023-08-13 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
Breaking barriers with OpenBB and LlamaIndex: simplifying data access to 100+ trusted sources | OpenBB
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2023-07-20 About
Jerry Liu sur Twitter : "LLMs can directly extract structured data (esp w/ Function API), but can be slow/expensive. 🤔 Instead: use LLMs to generate code, run code to extract data..."
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2023-07-03 About