dataherald
sqlcoder
dataherald | sqlcoder | |
---|---|---|
4 | 2 | |
1,163 | 2,777 | |
7.7% | 8.0% | |
9.3 | 8.6 | |
2 days ago | 8 days ago | |
Python | Jupyter Notebook | |
Apache License 2.0 | Apache License 2.0 |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
dataherald
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Show HN: Natural Language to SQL "Text-to-SQL" API by Dataherald
Hi HN- Today, we are releasing the hosted API for Dataherald's natural language to SQL engine.
The Dataherald hosted API allows you to:
(1) Explain Your Data: Feed in dictionaries, dbt, schemas, Confluence docs - we'll understand the business context to your data.
(2) Train Your AI: Fine-tune an LLM (including GPT-4) specifically for your data, increasing accuracy and lowering latency
(3) Trust the Answer: See confidence scores with each AI-generated query, stay in control.
(4) Conduct complex SQL queries
All this with a few simple API calls.
Dataherald integrates with major data warehouses, including PostgreSQL, Databricks, Snowflake, BigQuery, and DuckDB.
You can try it now free – no fees, no credit card, no sales pitches, just get the API key and get going. Let us know if it works for you, even your complex queries. (https://console.dataherald.ai/playground)
While the open source version works just fine (https://github.com/Dataherald/dataherald), the hosted API might be a better fit for those looking for:
- Show HN: Dataherald AI – Natural Language to SQL Engine
sqlcoder
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Show HN: Dataherald AI – Natural Language to SQL Engine
There are pretty large NL -> SQL datasets (e.g. this ~80K sample dataset: https://huggingface.co/datasets/b-mc2/sql-create-context). An OSS model based on StarCoder was also recently published which is roughly between GPT-3.5 and GPT-4: https://github.com/defog-ai/sqlcoder
- SQLCoder: 15B param OSS LLM that outperforms GPT-3.5 for text to SQL generation
What are some alternatives?
ada - Accelerate your data analysis with AI.
spider - scripts and baselines for Spider: Yale complex and cross-domain semantic parsing and text-to-SQL challenge
LLMStack - No-code platform to build LLM Agents, workflows and applications with your data