├── LICENSE └── README.md /LICENSE: -------------------------------------------------------------------------------- 1 | MIT License 2 | 3 | Copyright (c) 2024 Snowboard-Software 4 | 5 | Permission is hereby granted, free of charge, to any person obtaining a copy 6 | of this software and associated documentation files (the "Software"), to deal 7 | in the Software without restriction, including without limitation the rights 8 | to use, copy, modify, merge, publish, distribute, sublicense, and/or sell 9 | copies of the Software, and to permit persons to whom the Software is 10 | furnished to do so, subject to the following conditions: 11 | 12 | The above copyright notice and this permission notice shall be included in all 13 | copies or substantial portions of the Software. 14 | 15 | THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR 16 | IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, 17 | FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE 18 | AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER 19 | LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, 20 | OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE 21 | SOFTWARE. 22 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | # Awesome-Ai-Analytics 2 | 3 | [![Awesome](https://cdn.jsdelivr.net/gh/sindresorhus/awesome@d7305f38d29fed78fa85652e3a63e154dd8e8829/media/badge.svg)](https://github.com/sindresorhus/awesome) 4 | 5 | A list of AI analytics tools (assistants, chat with data, text-to-sql models, benchmarks, etc.) 6 | 7 | [Open a pull request](https://github.com/Snowboard-Software/awesome-ai-analytics/pulls) to add or edit this list. 8 | 9 | ## AI Analytics Assistants 10 | 11 | Table is filled based on information on companys landing page. 12 | Disclaimer: this repo is maintained by the organization behind Dot. 13 | 14 | | Name | Free Trial | Open Source | Slack | Teams | Email | SQL | Semantic Layer | Python | File Upload | BI Tool Integrations | 15 | |--------------|------------|-------------|-------|-------|-------|-------|--------|--------|--------|--| 16 | |
[Dot](https://www.getdot.ai/)Dot, the data bot enables true Analytics Self-Service for business stakeholders. Free your data team to focus on high impact tasks by automating ad-hoc requests and more.
| ✅ | | ✅ | ✅ | | ✅ | ✅ | ✅ | ✅ | Looker, Tableau, Metabase | 17 | |
[Zenlytic](https://www.zenlytic.com/)Business Intelligence you can talk to. Tap into BI that answers your data questions in seconds, eliminating your reliance on a time-strapped analytics team.
| | | ✅ | ✅ | | ✅ | ✅ | ✅ | ✅ | self build 18 | |
[TextQL](https://www.textql.com/)Ana is your team's personal data scientist
| | | ✅ | ✅ | | ✅ | ✅ | | | | 19 | |
[Fabi.ai](https://fabi.ai/)The AI data analyst you've been waiting for. Fabi.ai combines SQL, Python and AI automation into one collaborative platform.
| ✅ | | | | | ✅ | ✅ | ✅ | ✅ | self build | 20 | |
[dataherald](https://www.dataherald.com/)Embed Text-to-SQL right into your product with our versatile API. Get started free
| ✅ | ✅ | ✅ | | | ✅ | | | | 21 | |
[Othor AI](https://www.othor.ai/)Othor is an AI-native fast, simple, and secure alternative to popular business intelligence solutions. Othor utilizes large language models (LLMs) to deliver custom business intelligence solutions in seconds.
| ✅ | | | | | ✅ | ✅ | | ✅ | | 22 | |
[Julius](https://julius.ai/)Chat with your files and get expert-level insights in seconds.
| ✅ | | | | | ✅ | | ✅ | ✅ | 23 | |
[Athena Intelligence](https://www.athenaintelligence.ai/)Meet Athena, the 24/7 Enterprise AI Data Analyst.
| | | | | ✅ | ✅ | | ✅ | ✅ | 24 | |
[Supersimple](https://www.supersimple.io/)Self-service BI that lets anyone accurately answer complex ad-hoc data questions. Supersimple's AI fully explains its work using no-code steps instead of generating hard-to-read SQL.
| | | ✅ | | | ✅ | ✅ | ✅ | | 25 | |
[Lumi AI](https://www.lumi-ai.com/)Enterprise Analytics Made Simple and Conversational. Instantly find actionable insights that drive financial results from large operational data using plain language prompts.
|✅ | | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | 26 | |
[Minus X](https://minusx.ai/)AI Data Scientist for Jupyter/Metabase. A Chrome Extension that operates your analytics apps for you. MinusX is the fastest way to get insights from data.
| ✅ | | | | | ✅ | |✅ | | Metabase, Jupyter | 27 | |
[Anthropic Financial Analyst](https://github.com/anthropics/anthropic-quickstarts/tree/main/financial-data-analyst)A sophisticated Next.js application that combines Claude's capabilities with interactive data visualization to analyze financial data via chat. (Quickstart Guide)
| ✅ | ✅ | | | | ✅ | | |✅ | 28 | |
[Microsoft Data Formulator](https://github.com/microsoft/data-formulator)Transform data and create rich visualizations iteratively with AI 🪄. Try Data Formulator now in GitHub Codespaces!
| ✅ | ✅ | | | | | | ✅ | ✅ | self build 29 | |
[OpenAI Data Analyst](https://chat.openai.com/g/g-HMNcP6w7d-data-analyst)Drop in any files and I can help analyze and visualize your data.
| ✅ | | | | | | | ✅ | ✅ | 30 | |
[BaseDash](https://www.basedash.com/)The AI-native Business Intelligence Platform. Generate beautiful charts and dashboards to understand your customers and business using natural language.
| ✅ | | | | | ✅ | | | ✅ | self build | 31 | |
[Tellius](https://tellius.com/)Decision-intelligence platform with AI agents that automate multi-step analysis and surface actionable insights for business teams.
| ✅ | | | | | ✅ | ✅ | | | | 32 | |
[Brewit](https://brewit.ai/)An AI-powered analytics copilot that lets you chat with your database, visualize insights, and build dashboards in seconds.
| ✅ | | | | | ✅ | ✅ | | | | 33 | |
[Langchain SQL Agent](https://python.langchain.com/docs/use_cases/sql/agents/)LangChain has a SQL Agent which provides a more flexible way of interacting with SQL Databases than a chain.
| | ✅ | | | | ✅ | | ✅ | | 34 | |
[Vanna](https://vanna.ai/)The revolutionary open source Python package that's changing the game in SQL database interaction
| ✅ | ✅ | | | | ✅ | | | | 35 | |
[Narrative BI](https://www.narrative.bi/ai-data-analyst) Chat with your data: integrates seamlessly with CSV/XLSX, GA4, Google Ads, Google Search Console, and more.
| ✅ | | | | | ✅ | | | ✅ | 36 | |
[SQLChat](https://www.sqlchat.ai/)Chat-based SQL Client and Editor for the next decade
| ✅ | ✅ | | | | ✅ | | | | 37 | |
[Fluent](https://www.fluenthq.com)Self-serve your company's data insights with AI
| | | ✅ | ✅ | | ✅ | | | | 38 | |
[VazyData](https://www.vazydata.com/)Vazy is a simple and intuitive data analysis co-pilot that helps you manage your decisions with ease and speed.
| ✅ | | ✅ | | | ✅ | | | 39 | |
[Sulie](https://sulie.co/)The data analysis copilot for your data. Analyze data or make data predictions in plain english, right when you need it.
| ✅ | | ✅ | | | ✅ | | | | | 40 | |
[Databricks Genie](https://www.databricks.com/product/ai-bi/genie)AI/BI Genie. Converse with your data.
| ✅ | | | | | ✅ | | | | | 41 | |
[Defog](https://defog.ai/)Speed up data analyses in SQL, Python and R with AI assistants and agents tailored for your business - without sharing your data.
| ✅ | | | | | ✅ | | | 42 | |
[Vizly](https://vizly.fyi/)Vizly is an AI-powered data scientist that lets you chat with your data, visualize insights, and perform analysis.
| ✅ | | | | | | | ✅ | ✅ | 43 | |
[Seda.ai](https://www.seda.ai/)Your AI data assistant. Your AI data analyst is here. Query, visualize, document, and find insights instantly.
| ✅ | | | | | ✅ | | | | | 44 | |
[Menza](https://menza.ai/)Latentspace’s Menza generates proactive insights and interactive dashboards from spreadsheets and databases via natural-language chat.
| ✅ | | | | | | | | ✅ | | 45 | |
[Powerdrill](https://powerdrill.ai/)Chat with your SQL databases, get instant charts, and embed AI-generated dashboards to drive data-driven decisions 10× faster.
| ✅ | | | | | ✅ | | | | | 46 | |
[AnswerRocket](https://answerrocket.com/)Augmented-analytics platform that answers business questions in plain English and automatically uncovers key drivers and anomalies.
| | | | | | ✅ | ✅ | | | | 47 | |
[SQLPilot](https://sqlpilot.ai/)Natural-language SQL editor that converts prompts into optimized queries across unlimited database connections and supports RAG-based schema context.
| ✅ | | | | | ✅ | | | | | 48 | |
[Shape](https://shape.xyz/)Query your database in plain english
| | | ✅ | | | ✅ | | | | 49 | |
[Seek](https://www.seek.ai/)Seek is a Generative AI platform that empowers business users to query their data sets and frees up data science teams from ad-hoc requests for analysis.
| | | ✅ | | | ✅ | | | 50 | |
[Athenic](https://www.athenic.com/)AI-enabled analytics platform for all business teams, no technical knowledge required
| ✅ | | | | | ✅ | | | 51 | |
[Delphi](https://www.delphihq.com)Connect your data, build charts and dashboards, and get blazing fast insights using AI. Securely, privately, and quickly.
| | | ✅ | | | | ✅ | | 52 | |
[Outerbase](https://www.outerbase.com/)AI-powered database platform for viewing, querying, visualizing, and editing your data.
| ✅ | | | | | ✅ | | | 53 | |
[Patterns](https://patterns.app/)An expert in your data stack, AI works as an extension to your company's data analysts. You can get in touch via chat, email, or by submitting a ticket.
| | | | | ✅ | ✅ | | | 54 | |
[AIQuery](https://aiquery.co)Use simple English and let AI do the heavy lifting for you. With AI Query anyone can create efficient SQL queries, without even knowing a thing about it.
| ✅ | | | | | ✅ | | | 55 | |
[SimplyPut](https://simplyput.ai/)SimplyPut empowers your company to chat with data using AI. Trust the answers you receive and make data accessible and understandable for all.
| | | ✅ | | | ✅ | | | 56 | |
[Buster](https://www.buster.so/)Build, monitor, and deploy a SQL API that's trained on your database. Manage security, performance, and access controls from one place.
| ✅ | | | | | ✅ | | | 57 | |
[SQLAI](https://www.sqlai.ai/)AI generates, fixes, explains and optimizes SQL queries. Add your database schema and effortlessly train AI to understand it using AI-powered vector search. This ensures unparalleled accuracy.
| ✅ | | | | | ✅ | | | 58 | |
[AskYourDatabase](https://www.askyourdatabase.com/)No SQL, Connect your database and chat with your data in ChatGPT.
| ✅ | | | | | ✅ | | | 59 | |
[ChatDB](https://www.chatdb.ai/)Build powerful, beautiful dashboards with no code!
| ✅ | | | | | ✅ | | | 60 | |
[DataChat](https://datachat.ai/)Meet the no-code, generative AI platform for instant analytics
| ✅ | | | | | ✅ | | | 61 | |
[AI Lens](https://www.lensvisual.io/)Supercharge Your Power BI Dashboards with OpenAI and ChatGPT
| ✅ | | | | | | | | | 62 | |
[InsightBase](https://insightbase.ai/)Powerful AI-powered analytics for your business.
| ✅ | | | | | ✅ | | | 63 | |
[Louie](https://www.louie.ai/)Make talking to data a breeze with a genAI-first design that helps you query, analyze, visualize, and collaborate
| | | | | | ✅ | | | 64 | |
[TalkToYourDatabase](https://talktoyourdatabase.com/)STOP WASTING YOUR TIME WRITING SQL
| | | | | | ✅ | | | 65 | |
[number station](https://numbersstation.ai/)Free the power of your data with Numbers Station, the multi-agent AI-native analytics platform.
| | | | | | ✅ | | | | 66 | |
[DataGPT](https://datagpt.com/)The First Conversational AI Data Analyst. Ask DataGPT any question and get analyst-grade answers in seconds.
| | | | | | ✅ | | | | 67 | 68 | 69 | Honourable Mentions of established tools that integrate AI and Natural Language Interfaces: 70 | - [AWS Quicksight](https://aws.amazon.com/quicksight/) with [Natural Language Demo ](https://www.youtube.com/watch?v=0IBAS2GiWwo) 71 | - [PowerBI with QnA](https://powerbi.microsoft.com/fr-ca/blog/ask-your-data-questions-with-q-amp-a/) 72 | - [Tableau with Ask Data](https://help.tableau.com/current/pro/desktop/en-us/ask_data.htm) 73 | - [ThoughtSpot](https://www.thoughtspot.com/) 74 | - [Veezo](https://www.veezoo.com/) 75 | 76 | 77 | ## Models Optimized for Text 2 SQL 78 | - [HuggingFace Text to SQL Category](https://huggingface.co/models?other=text-to-sql) 79 | - [SQLCoder-70B-Alpha](https://huggingface.co/defog/sqlcoder-70b-alpha) (PostgreSQL) 80 | - [DuckDB-NSQL-7B](https://huggingface.co/motherduckdb/DuckDB-NSQL-7B-v0.1) (DuckDB) 81 | - [Natural-SQL-7B](https://huggingface.co/chatdb/natural-sql-7b) (PostgreSQL) 82 | - [Snowflake Arctic Instruct](https://huggingface.co/Snowflake/snowflake-arctic-instruct) (Snowflake) 83 | - [DBRX Instruct](https://huggingface.co/databricks/dbrx-instruct) (from Databricks, but so far not really good at Text 2 SQL) 84 | 85 | 86 | ## Synthetic Table Data Geneators 87 | - [Gretel](https://gretel.ai/) 88 | 89 | 90 | ## Text 2 SQL Benchmarks 91 | - [BIRD-SQL (University of Hong Kong, DAMO Academy, Alibaba, ...)](https://bird-bench.github.io/) 92 | - [Spider (Yale University)](https://yale-lily.github.io/spider) 93 | - [WikiSQL (Salesforce)](https://github.com/salesforce/WikiSQL) 94 | - [KaggleDBQA (Microsoft)](https://www.microsoft.com/en-us/research/publication/kaggledbqa-realistic-evaluation-of-text-to-sql-parsers/) 95 | - [Fiben Benchmark (IBM)](https://github.com/IBM/fiben-benchmark) 96 | - [UNITE, A Unified Benchmark for Text-to-SQL Evaluation (AWS)](https://github.com/awslabs/unified-text2sql-benchmark) 97 | - [SQL Eval (Defog AI)](https://github.com/defog-ai/sql-eval) 98 | - [DABStep (Adyen)](https://huggingface.co/blog/dabstep) 99 | 100 | 101 | ## MCP Servers 102 | - [dbt MCP Server](https://github.com/dbt-labs/dbt-mcp) 103 | 104 | 105 | Inspired by [Awesome-Code-AI](https://github.com/sourcegraph/awesome-code-ai). 106 | 107 | 108 | --------------------------------------------------------------------------------