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Mitigating Prompt Injection Risk in Text-to-SQL Translation
Mitigating Prompt Injection Risk in Text-to-SQL Translation
Preventing misuse of LLM systems with layered defenses
Daniel Liden
May 12, 2023
Why You Should Care About Vector Databases
Why You Should Care About Vector Databases
Vector databases are becoming more prevalent in the database conversation. What are they and why do they matter?
Jonathan Mortensen
Apr 27, 2023
Pre-Classify Tasks for Better ChatGPT Completions
Pre-Classify Tasks for Better ChatGPT Completions
We’ve been doing a lot of work on getting LLMs, especially ChatGPT, to talk to Postgres databases. These models are very good at…
Daniel Liden
Apr 21, 2023
Vector Similarity Search in Postgres with bit.io and pgvector
Vector Similarity Search in Postgres with bit.io and pgvector
Also: Answer questions about product documentation with ChatGPT
Daniel Liden
Apr 8, 2023
Use LLMs with Other Tools for Better SQL Translation
Use LLMs with Other Tools for Better SQL Translation
A great deal of the buzz about LLMs has focused on their ability to deliver useful or interesting text directly to the end user (e.g. 1 2 3…
Daniel Liden
Mar 25, 2023
LLM Prompt Testing Part 1: Comparing ChatGPT to Codex for SQL Translation
LLM Prompt Testing Part 1: Comparing ChatGPT to Codex for SQL Translation
In this post, we present a small test suite for assessing LLMs and prompts on text-to-SQL translation and compare ChatGPT to Codex models.
Daniel Liden
Mar 17, 2023
Make ChatGPT Stop Chatting and Start Writing SQL
Make ChatGPT Stop Chatting and Start Writing SQL
You are a natural language to SQL code translator. Your role is to translate text to SQL. Return only SQL. Do not include…
Daniel Liden
Mar 8, 2023
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