René's URL Explorer Experiment

Title: GitHub - chatsapi/ChatWithSQL: ChatWithSQL: Secure, Schema-Validated Text-to-SQL Data Extraction, Eliminating Arbitrary Query Risks from LLMs

Open Graph Title: GitHub - chatsapi/ChatWithSQL: ChatWithSQL: Secure, Schema-Validated Text-to-SQL Data Extraction, Eliminating Arbitrary Query Risks from LLMs

X Title: GitHub - chatsapi/ChatWithSQL: ChatWithSQL: Secure, Schema-Validated Text-to-SQL Data Extraction, Eliminating Arbitrary Query Risks from LLMs

Description: ChatWithSQL: Secure, Schema-Validated Text-to-SQL Data Extraction, Eliminating Arbitrary Query Risks from LLMs - chatsapi/ChatWithSQL

Open Graph Description: ChatWithSQL: Secure, Schema-Validated Text-to-SQL Data Extraction, Eliminating Arbitrary Query Risks from LLMs - chatsapi/ChatWithSQL

X Description: ChatWithSQL: Secure, Schema-Validated Text-to-SQL Data Extraction, Eliminating Arbitrary Query Risks from LLMs - chatsapi/ChatWithSQL

Mail addresses
hello@bysatha.com

Opengraph URL: https://github.com/chatsapi/ChatWithSQL

X: @github

direct link

Domain: github.com

route-pattern	/:user_id/:repository
route-controller	files
route-action	disambiguate
fetch-nonce	v2:135b8710-a6dd-24f1-2aa6-48ed4ff3c069
current-catalog-service-hash	f3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-id	CCAE:8D4A2:2034563:294D8B4:699012A8
html-safe-nonce	ca9cd88ff5973f8ef4e207404be91adb232856f24f7154bbac89779be2c75527
visitor-payload	eyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiJDQ0FFOjhENEEyOjIwMzQ1NjM6Mjk0RDhCNDo2OTkwMTJBOCIsInZpc2l0b3JfaWQiOiI3OTU3NzkwNjI4NjE2NjQ5MzYiLCJyZWdpb25fZWRnZSI6ImlhZCIsInJlZ2lvbl9yZW5kZXIiOiJpYWQifQ==
visitor-hmac	6c29c3c35d6593e41fb1d42da56f10111a684887d58a708069b772d62fe52e10
hovercard-subject-tag	repository:897196263
github-keyboard-shortcuts	repository,copilot
google-site-verification	Apib7-x98H0j5cPqHWwSMm6dNU4GmODRoqxLiDzdx9I
octolytics-url	https://collector.github.com/github/collect
analytics-location	//
fb:app_id	1401488693436528
apple-itunes-app	app-id=1477376905, app-argument=https://github.com/chatsapi/ChatWithSQL
twitter:image	https://repository-images.githubusercontent.com/897196263/6dc8e99d-a52e-4725-bfec-582cefecb533
twitter:card	summary_large_image
og:image	https://repository-images.githubusercontent.com/897196263/6dc8e99d-a52e-4725-bfec-582cefecb533
og:image:alt	ChatWithSQL: Secure, Schema-Validated Text-to-SQL Data Extraction, Eliminating Arbitrary Query Risks from LLMs - chatsapi/ChatWithSQL
og:site_name	GitHub
og:type	object
hostname	github.com
expected-hostname	github.com
None	42c603b9d642c4a9065a51770f75e5e27132fef0e858607f5c9cb7e422831a7b
turbo-cache-control	no-preview
go-import	github.com/chatsapi/ChatWithSQL git https://github.com/chatsapi/ChatWithSQL.git
octolytics-dimension-user_id	190967850
octolytics-dimension-user_login	chatsapi
octolytics-dimension-repository_id	897196263
octolytics-dimension-repository_nwo	chatsapi/ChatWithSQL
octolytics-dimension-repository_public	true
octolytics-dimension-repository_is_fork	false
octolytics-dimension-repository_network_root_id	897196263
octolytics-dimension-repository_network_root_nwo	chatsapi/ChatWithSQL
turbo-body-classes	logged-out env-production page-responsive
disable-turbo	false
browser-stats-url	https://api.github.com/_private/browser/stats
browser-errors-url	https://api.github.com/_private/browser/errors
release	3b33c5aedc9808f45bc5fcf0b1e4404cf749dac7
ui-target	full
theme-color	#1e2327
color-scheme	light dark

Links:

Skip to content	https://github.com/chatsapi/ChatWithSQL#start-of-content
	https://github.com/
Sign in	https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fchatsapi%2FChatWithSQL
GitHub CopilotWrite better code with AI	https://github.com/features/copilot
GitHub SparkBuild and deploy intelligent apps	https://github.com/features/spark
GitHub ModelsManage and compare prompts	https://github.com/features/models
MCP RegistryNewIntegrate external tools	https://github.com/mcp
ActionsAutomate any workflow	https://github.com/features/actions
CodespacesInstant dev environments	https://github.com/features/codespaces
IssuesPlan and track work	https://github.com/features/issues
Code ReviewManage code changes	https://github.com/features/code-review
GitHub Advanced SecurityFind and fix vulnerabilities	https://github.com/security/advanced-security
Code securitySecure your code as you build	https://github.com/security/advanced-security/code-security
Secret protectionStop leaks before they start	https://github.com/security/advanced-security/secret-protection
Why GitHub	https://github.com/why-github
Documentation	https://docs.github.com
Blog	https://github.blog
Changelog	https://github.blog/changelog
Marketplace	https://github.com/marketplace
View all features	https://github.com/features
Enterprises	https://github.com/enterprise
Small and medium teams	https://github.com/team
Startups	https://github.com/enterprise/startups
Nonprofits	https://github.com/solutions/industry/nonprofits
App Modernization	https://github.com/solutions/use-case/app-modernization
DevSecOps	https://github.com/solutions/use-case/devsecops
DevOps	https://github.com/solutions/use-case/devops
CI/CD	https://github.com/solutions/use-case/ci-cd
View all use cases	https://github.com/solutions/use-case
Healthcare	https://github.com/solutions/industry/healthcare
Financial services	https://github.com/solutions/industry/financial-services
Manufacturing	https://github.com/solutions/industry/manufacturing
Government	https://github.com/solutions/industry/government
View all industries	https://github.com/solutions/industry
View all solutions	https://github.com/solutions
AI	https://github.com/resources/articles?topic=ai
Software Development	https://github.com/resources/articles?topic=software-development
DevOps	https://github.com/resources/articles?topic=devops
Security	https://github.com/resources/articles?topic=security
View all topics	https://github.com/resources/articles
Customer stories	https://github.com/customer-stories
Events & webinars	https://github.com/resources/events
Ebooks & reports	https://github.com/resources/whitepapers
Business insights	https://github.com/solutions/executive-insights
GitHub Skills	https://skills.github.com
Documentation	https://docs.github.com
Customer support	https://support.github.com
Community forum	https://github.com/orgs/community/discussions
Trust center	https://github.com/trust-center
Partners	https://github.com/partners
GitHub SponsorsFund open source developers	https://github.com/sponsors
Security Lab	https://securitylab.github.com
Maintainer Community	https://maintainers.github.com
Accelerator	https://github.com/accelerator
Archive Program	https://archiveprogram.github.com
Topics	https://github.com/topics
Trending	https://github.com/trending
Collections	https://github.com/collections
Enterprise platformAI-powered developer platform	https://github.com/enterprise
GitHub Advanced SecurityEnterprise-grade security features	https://github.com/security/advanced-security
Copilot for BusinessEnterprise-grade AI features	https://github.com/features/copilot/copilot-business
Premium SupportEnterprise-grade 24/7 support	https://github.com/premium-support
Pricing	https://github.com/pricing
Search syntax tips	https://docs.github.com/search-github/github-code-search/understanding-github-code-search-syntax
documentation	https://docs.github.com/search-github/github-code-search/understanding-github-code-search-syntax
Sign in	https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fchatsapi%2FChatWithSQL
Sign up	https://github.com/signup?ref_cta=Sign+up&ref_loc=header+logged+out&ref_page=%2F%3Cuser-name%3E%2F%3Crepo-name%3E&source=header-repo&source_repo=chatsapi%2FChatWithSQL
Reload	https://github.com/chatsapi/ChatWithSQL
Reload	https://github.com/chatsapi/ChatWithSQL
Reload	https://github.com/chatsapi/ChatWithSQL
chatsapi	https://github.com/chatsapi
ChatWithSQL	https://github.com/chatsapi/ChatWithSQL
Please reload this page	https://github.com/chatsapi/ChatWithSQL
Notifications	https://github.com/login?return_to=%2Fchatsapi%2FChatWithSQL
Fork 2	https://github.com/login?return_to=%2Fchatsapi%2FChatWithSQL
Star 2	https://github.com/login?return_to=%2Fchatsapi%2FChatWithSQL
sathnindu-kottage.gitbook.io/chatwithsql/	https://sathnindu-kottage.gitbook.io/chatwithsql/
MIT license	https://github.com/chatsapi/ChatWithSQL/blob/main/LICENSE
2 stars	https://github.com/chatsapi/ChatWithSQL/stargazers
2 forks	https://github.com/chatsapi/ChatWithSQL/forks
Branches	https://github.com/chatsapi/ChatWithSQL/branches
Tags	https://github.com/chatsapi/ChatWithSQL/tags
Activity	https://github.com/chatsapi/ChatWithSQL/activity
Star	https://github.com/login?return_to=%2Fchatsapi%2FChatWithSQL
Notifications	https://github.com/login?return_to=%2Fchatsapi%2FChatWithSQL
Code	https://github.com/chatsapi/ChatWithSQL
Issues 0	https://github.com/chatsapi/ChatWithSQL/issues
Pull requests 0	https://github.com/chatsapi/ChatWithSQL/pulls
Actions	https://github.com/chatsapi/ChatWithSQL/actions
Projects 0	https://github.com/chatsapi/ChatWithSQL/projects
Security 0	https://github.com/chatsapi/ChatWithSQL/security
Insights	https://github.com/chatsapi/ChatWithSQL/pulse
Code	https://github.com/chatsapi/ChatWithSQL
Issues	https://github.com/chatsapi/ChatWithSQL/issues
Pull requests	https://github.com/chatsapi/ChatWithSQL/pulls
Actions	https://github.com/chatsapi/ChatWithSQL/actions
Projects	https://github.com/chatsapi/ChatWithSQL/projects
Security	https://github.com/chatsapi/ChatWithSQL/security
Insights	https://github.com/chatsapi/ChatWithSQL/pulse
Branches	https://github.com/chatsapi/ChatWithSQL/branches
Tags	https://github.com/chatsapi/ChatWithSQL/tags
	https://github.com/chatsapi/ChatWithSQL/branches
	https://github.com/chatsapi/ChatWithSQL/tags
39 Commits	https://github.com/chatsapi/ChatWithSQL/commits/main/
	https://github.com/chatsapi/ChatWithSQL/commits/main/
.github	https://github.com/chatsapi/ChatWithSQL/tree/main/.github
.github	https://github.com/chatsapi/ChatWithSQL/tree/main/.github
chat_with_sql	https://github.com/chatsapi/ChatWithSQL/tree/main/chat_with_sql
chat_with_sql	https://github.com/chatsapi/ChatWithSQL/tree/main/chat_with_sql
docs_src/images	https://github.com/chatsapi/ChatWithSQL/tree/main/docs_src/images
docs_src/images	https://github.com/chatsapi/ChatWithSQL/tree/main/docs_src/images
tests	https://github.com/chatsapi/ChatWithSQL/tree/main/tests
tests	https://github.com/chatsapi/ChatWithSQL/tree/main/tests
.gitattributes	https://github.com/chatsapi/ChatWithSQL/blob/main/.gitattributes
.gitattributes	https://github.com/chatsapi/ChatWithSQL/blob/main/.gitattributes
.gitignore	https://github.com/chatsapi/ChatWithSQL/blob/main/.gitignore
.gitignore	https://github.com/chatsapi/ChatWithSQL/blob/main/.gitignore
CODE_OF_CONDUCT.md	https://github.com/chatsapi/ChatWithSQL/blob/main/CODE_OF_CONDUCT.md
CODE_OF_CONDUCT.md	https://github.com/chatsapi/ChatWithSQL/blob/main/CODE_OF_CONDUCT.md
CONTRIBUTING.md	https://github.com/chatsapi/ChatWithSQL/blob/main/CONTRIBUTING.md
CONTRIBUTING.md	https://github.com/chatsapi/ChatWithSQL/blob/main/CONTRIBUTING.md
LICENSE	https://github.com/chatsapi/ChatWithSQL/blob/main/LICENSE
LICENSE	https://github.com/chatsapi/ChatWithSQL/blob/main/LICENSE
README.md	https://github.com/chatsapi/ChatWithSQL/blob/main/README.md
README.md	https://github.com/chatsapi/ChatWithSQL/blob/main/README.md
SECURITY.md	https://github.com/chatsapi/ChatWithSQL/blob/main/SECURITY.md
SECURITY.md	https://github.com/chatsapi/ChatWithSQL/blob/main/SECURITY.md
SUMMARY.md	https://github.com/chatsapi/ChatWithSQL/blob/main/SUMMARY.md
SUMMARY.md	https://github.com/chatsapi/ChatWithSQL/blob/main/SUMMARY.md
pyproject.toml	https://github.com/chatsapi/ChatWithSQL/blob/main/pyproject.toml
pyproject.toml	https://github.com/chatsapi/ChatWithSQL/blob/main/pyproject.toml
requirements.txt	https://github.com/chatsapi/ChatWithSQL/blob/main/requirements.txt
requirements.txt	https://github.com/chatsapi/ChatWithSQL/blob/main/requirements.txt
setup.py	https://github.com/chatsapi/ChatWithSQL/blob/main/setup.py
setup.py	https://github.com/chatsapi/ChatWithSQL/blob/main/setup.py
README	https://github.com/chatsapi/ChatWithSQL
Code of conduct	https://github.com/chatsapi/ChatWithSQL
Contributing	https://github.com/chatsapi/ChatWithSQL
MIT license	https://github.com/chatsapi/ChatWithSQL
Security	https://github.com/chatsapi/ChatWithSQL
	https://github.com/chatsapi/ChatWithSQL#chatwithsql
	https://github.com/chatsapi/ChatWithSQL/blob/main/docs_src%2Fimages%2FBanner.png
	https://github.com/chatsapi/ChatWithSQL#-why-chatwithsql
	https://github.com/chatsapi/ChatWithSQL#-key-features
	https://github.com/chatsapi/ChatWithSQL#-installation
	https://github.com/chatsapi/ChatWithSQL#️-setup-and-usage
	https://github.com/chatsapi/ChatWithSQL#1-initialization
	https://github.com/chatsapi/ChatWithSQL#2-executing-queries
	https://github.com/chatsapi/ChatWithSQL#️-security-by-design
	https://github.com/chatsapi/ChatWithSQL#-supported-llms
	https://github.com/chatsapi/ChatWithSQL#-api-reference
	https://github.com/chatsapi/ChatWithSQL#chatwithsql-1
	https://github.com/chatsapi/ChatWithSQL#constructor
	https://github.com/chatsapi/ChatWithSQL#method-load_dataprompt-str---dictstr-any
	https://github.com/chatsapi/ChatWithSQL#-query-schema-format
	https://github.com/chatsapi/ChatWithSQL#️-architecture
	https://github.com/chatsapi/ChatWithSQL/blob/main/docs_src%2Fimages%2Farchitecture-diagram.png
	https://github.com/chatsapi/ChatWithSQL#-logging-and-debugging
	https://github.com/chatsapi/ChatWithSQL#️-contributing
GitHub Repository	https://github.com/sathninduk/ChatWithSQL
	https://github.com/chatsapi/ChatWithSQL#-license
	https://github.com/chatsapi/ChatWithSQL#-support
sathnindu-kottage.gitbook.io/chatwithsql/	https://sathnindu-kottage.gitbook.io/chatwithsql/
sql	https://github.com/topics/sql
agents	https://github.com/topics/agents
text-to-sql	https://github.com/topics/text-to-sql
nl2sql	https://github.com/topics/nl2sql
llm	https://github.com/topics/llm
llamaindex	https://github.com/topics/llamaindex
chat-with-sql	https://github.com/topics/chat-with-sql
Readme	https://github.com/chatsapi/ChatWithSQL#readme-ov-file
MIT license	https://github.com/chatsapi/ChatWithSQL#MIT-1-ov-file
Code of conduct	https://github.com/chatsapi/ChatWithSQL#coc-ov-file
Contributing	https://github.com/chatsapi/ChatWithSQL#contributing-ov-file
Security policy	https://github.com/chatsapi/ChatWithSQL#security-ov-file
Please reload this page	https://github.com/chatsapi/ChatWithSQL
Activity	https://github.com/chatsapi/ChatWithSQL/activity
Custom properties	https://github.com/chatsapi/ChatWithSQL/custom-properties
2 stars	https://github.com/chatsapi/ChatWithSQL/stargazers
1 watching	https://github.com/chatsapi/ChatWithSQL/watchers
2 forks	https://github.com/chatsapi/ChatWithSQL/forks
Report repository	https://github.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2Fchatsapi%2FChatWithSQL&report=chatsapi+%28user%29
Releases	https://github.com/chatsapi/ChatWithSQL/releases
3 tags	https://github.com/chatsapi/ChatWithSQL/tags
Please reload this page	https://github.com/chatsapi/ChatWithSQL
Learn more about GitHub Sponsors	https://github.com/sponsors
Please reload this page	https://github.com/chatsapi/ChatWithSQL
Python 100.0%	https://github.com/chatsapi/ChatWithSQL/search?l=python
	https://github.com
Terms	https://docs.github.com/site-policy/github-terms/github-terms-of-service
Privacy	https://docs.github.com/site-policy/privacy-policies/github-privacy-statement
Security	https://github.com/security
Status	https://www.githubstatus.com/
Community	https://github.community/
Docs	https://docs.github.com/
Contact	https://support.github.com?tags=dotcom-footer

Viewport: width=device-width

URLs of crawlers that visited me.