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└── README.md
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/README.md:
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1 | # Awesome-Ai-Analytics
2 |
3 | [](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 |
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