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MYSCALE
Enable every developer to build production-grade GenAI applications with powerful and familiar SQL. Minimal Learning, Max Value,
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Fully SQL-Compatible Vector Database
Fast and Powerful Queries
Perform fast, powerful, and efficient vector search, text search, filtered search, and SQL-vector join queries.
Vector search
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Complex queries
-- Create MSTG index on vector column for arxiv_table
ALTER TABLE doc_table
ADD VECTOR INDEX vec_idx vector
TYPE MSTG('metric_type=Cosine');
-- Perform vector search and return top 10 results
SELECT
id, title, text
distance(vector, query_vector) as dist
FROM doc_table
ORDER BY
dist ASC
LIMIT 10;
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Vector search
Text search
Filtered search
Complex queries
-- Create MSTG index on vector column for arxiv_table
ALTER TABLE doc_table
ADD VECTOR INDEX vec_idx vector
TYPE MSTG('metric_type=Cosine');
-- Perform vector search and return top 10 results
SELECT
id, title, text
distance(vector, query_vector) as dist
FROM doc_table
ORDER BY
dist ASC
LIMIT 10;
Enhanced RAG Effectiveness
- Achieve superior RAG (Retrieval-Augmented Generation) results
- Combine vector and full-text search for thorough data retrieval
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MSTG vector engine - Performant & powerful metadata filter search
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SQL/Relational Vector Database
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RAG for Domain Knowledge Base 
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Recommendations 
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Why Industry Leaders Choose MyScale
MyScale's support for SQL is just amazing! It enables developers who are familiar with SQL but not vector search to quickly get
started. You won't have this kind of user experience in other products. Additionally, for production-level applications, MyScale
has significantly reduced our costs.
We have previously tried vector solutions like Pinecone, PgVector, Chroma, Zilliz, and Redis. We are very impressed by the
user-friendliness of MyScale and its seamless integration with Langchain.
MyScale's performance in memory resource optimization and data insertion efficiency far surpasses our previous solution.
The self-developed MSTG index by MyScale has helped us resolve many issues. Additionally, in the application of Text to SQL
integration, MyScale has demonstrated essential compatibility. We are truly grateful for the assistance and suggestions provided
by MyScale.
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SQL Vector Databases are Shaping the New LLM and Big Data Paradigm 
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