LuisHBeck / genAI-sql-search Public

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Generative AI project using LangChain for database search, using natural language AI converts and performs the SQL query

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Name		Name	Last commit message	Last commit date
Latest commit History 3 Commits
.docker		.docker
.sql		.sql
assets		assets
src		src
.env.example		.env.example
.gitignore		.gitignore
README.md		README.md
requirements.txt		requirements.txt

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Generative AI SQL Search Tool

Tools

Python
LangChain
Streamlit

Concepts

Gen AI
LLM (GooglePalm)
Chains
Prompts & Templates
Few Shots Learning
Embeddings
Vector DB

Usage demonstration

Ask your question about the data stored in database and click Search

Background chain executed

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Generative AI project using LangChain for database search, using natural language AI converts and performs the SQL query

python ai sql-query sql-search streamlit langchain google-palm genai-poc

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Python 100.0%