René's URL Explorer Experiment


Title: GitHub - beacoder/llm: A bunch of experiments using Large Language Models · GitHub

Open Graph Title: GitHub - beacoder/llm: A bunch of experiments using Large Language Models

X Title: GitHub - beacoder/llm: A bunch of experiments using Large Language Models

Description: A bunch of experiments using Large Language Models - beacoder/llm

Open Graph Description: A bunch of experiments using Large Language Models - beacoder/llm

X Description: A bunch of experiments using Large Language Models - beacoder/llm

Opengraph URL: https://github.com/beacoder/llm

X: @github

direct link

Domain: github.com

route-pattern/:user_id/:repository
route-controllerfiles
route-actiondisambiguate
fetch-noncev2:77516598-f558-c6ae-7913-8d95bef1b635
current-catalog-service-hashf3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-idB470:245E0E:A2F416:D87303:6A4C3DE9
html-safe-nonce694426ef416bc3498c733ddad007978876d8c708f198a2859193d9e0a6830bd9
visitor-payloadeyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiJCNDcwOjI0NUUwRTpBMkY0MTY6RDg3MzAzOjZBNEMzREU5IiwidmlzaXRvcl9pZCI6IjI2NTk4Mzk5NDA3MjQ4MDEwMDEiLCJyZWdpb25fZWRnZSI6ImlhZCIsInJlZ2lvbl9yZW5kZXIiOiJpYWQifQ==
visitor-hmaca71f531c7496e74f953ad54e0a34633812e3e7526d890a76d98c932d7c66955d
hovercard-subject-tagrepository:871615240
github-keyboard-shortcutsrepository,copilot
google-site-verificationApib7-x98H0j5cPqHWwSMm6dNU4GmODRoqxLiDzdx9I
octolytics-urlhttps://collector.github.com/github/collect
analytics-location//
fb:app_id1401488693436528
apple-itunes-appapp-id=1477376905, app-argument=https://github.com/beacoder/llm
twitter:imagehttps://opengraph.githubassets.com/52cd628a46707c71f0f37b0ec1ee5394167f9948278425459b655525665e8bca/beacoder/llm
twitter:cardsummary_large_image
og:imagehttps://opengraph.githubassets.com/52cd628a46707c71f0f37b0ec1ee5394167f9948278425459b655525665e8bca/beacoder/llm
og:image:altA bunch of experiments using Large Language Models - beacoder/llm
og:image:width1200
og:image:height600
og:site_nameGitHub
og:typeobject
hostnamegithub.com
expected-hostnamegithub.com
None1b6b16d04026f131a36d57e3b01d0f4d26a51800edf48bf5ed0256e0ac905511
turbo-cache-controlno-cache
go-importgithub.com/beacoder/llm git https://github.com/beacoder/llm.git
octolytics-dimension-user_id3895681
octolytics-dimension-user_loginbeacoder
octolytics-dimension-repository_id871615240
octolytics-dimension-repository_nwobeacoder/llm
octolytics-dimension-repository_publictrue
octolytics-dimension-repository_is_forkfalse
octolytics-dimension-repository_network_root_id871615240
octolytics-dimension-repository_network_root_nwobeacoder/llm
turbo-body-classeslogged-out env-production page-responsive
disable-turbofalse
browser-stats-urlhttps://api.github.com/_private/browser/stats
browser-errors-urlhttps://api.github.com/_private/browser/errors
released11deab54ce15bac57bda991cc63805976812c11
ui-targetfull
theme-color#1e2327
color-schemelight dark

Links:

Skip to contenthttps://github.com/beacoder/llm#start-of-content
https://github.com/
Sign in https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fbeacoder%2Fllm
GitHub CopilotWrite better code with AIhttps://github.com/features/copilot
GitHub Copilot appDirect agents from issue to mergehttps://github.com/features/ai/github-app
MCP RegistryNewIntegrate external toolshttps://github.com/mcp
ActionsAutomate any workflowhttps://github.com/features/actions
CodespacesInstant dev environmentshttps://github.com/features/codespaces
IssuesPlan and track workhttps://github.com/features/issues
Code ReviewManage code changeshttps://github.com/features/code-review
GitHub Advanced SecurityFind and fix vulnerabilitieshttps://github.com/security/advanced-security
Code securitySecure your code as you buildhttps://github.com/security/advanced-security/code-security
Secret protectionStop leaks before they starthttps://github.com/security/advanced-security/secret-protection
Why GitHubhttps://github.com/why-github
Documentationhttps://docs.github.com
Bloghttps://github.blog
Changeloghttps://github.blog/changelog
Marketplacehttps://github.com/marketplace
View all featureshttps://github.com/features
Enterpriseshttps://github.com/enterprise
Small and medium teamshttps://github.com/team
Startupshttps://github.com/enterprise/startups
Nonprofitshttps://github.com/solutions/industry/nonprofits
App Modernizationhttps://github.com/solutions/use-case/app-modernization
DevSecOpshttps://github.com/solutions/use-case/devsecops
DevOpshttps://github.com/solutions/use-case/devops
CI/CDhttps://github.com/solutions/use-case/ci-cd
View all use caseshttps://github.com/solutions/use-case
Healthcarehttps://github.com/solutions/industry/healthcare
Financial serviceshttps://github.com/solutions/industry/financial-services
Manufacturinghttps://github.com/solutions/industry/manufacturing
Governmenthttps://github.com/solutions/industry/government
View all industrieshttps://github.com/solutions/industry
View all solutionshttps://github.com/solutions
AIhttps://github.com/resources/articles?topic=ai
Software Developmenthttps://github.com/resources/articles?topic=software-development
DevOpshttps://github.com/resources/articles?topic=devops
Securityhttps://github.com/resources/articles?topic=security
View all topicshttps://github.com/resources/articles
Customer storieshttps://github.com/customer-stories
Events & webinarshttps://github.com/resources/events
Ebooks & reportshttps://github.com/resources/whitepapers
Business insightshttps://github.com/solutions/executive-insights
GitHub Skillshttps://skills.github.com
Documentationhttps://docs.github.com
Customer supporthttps://support.github.com
Community forumhttps://github.com/orgs/community/discussions
Trust centerhttps://github.com/trust-center
Partnershttps://github.com/partners
View all resourceshttps://github.com/resources
GitHub SponsorsFund open source developershttps://github.com/sponsors
Security Labhttps://securitylab.github.com
Maintainer Communityhttps://maintainers.github.com
Acceleratorhttps://github.com/accelerator
GitHub Starshttps://stars.github.com
Archive Programhttps://archiveprogram.github.com
Topicshttps://github.com/topics
Trendinghttps://github.com/trending
Collectionshttps://github.com/collections
Enterprise platformAI-powered developer platformhttps://github.com/enterprise
GitHub Advanced SecurityEnterprise-grade security featureshttps://github.com/security/advanced-security
Copilot for BusinessEnterprise-grade AI featureshttps://github.com/features/copilot/copilot-business
Premium SupportEnterprise-grade 24/7 supporthttps://github.com/premium-support
Pricinghttps://github.com/pricing
Search syntax tipshttps://docs.github.com/search-github/github-code-search/understanding-github-code-search-syntax
documentationhttps://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%2Fbeacoder%2Fllm
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=beacoder%2Fllm
Reloadhttps://github.com/beacoder/llm
Reloadhttps://github.com/beacoder/llm
Reloadhttps://github.com/beacoder/llm
beacoder https://github.com/beacoder
llmhttps://github.com/beacoder/llm
Notifications https://github.com/login?return_to=%2Fbeacoder%2Fllm
Fork 0 https://github.com/login?return_to=%2Fbeacoder%2Fllm
Star 2 https://github.com/login?return_to=%2Fbeacoder%2Fllm
Code https://github.com/beacoder/llm
Issues 0 https://github.com/beacoder/llm/issues
Pull requests 0 https://github.com/beacoder/llm/pulls
Actions https://github.com/beacoder/llm/actions
Projects https://github.com/beacoder/llm/projects
Security and quality 0 https://github.com/beacoder/llm/security
Insights https://github.com/beacoder/llm/pulse
Code https://github.com/beacoder/llm
Issues https://github.com/beacoder/llm/issues
Pull requests https://github.com/beacoder/llm/pulls
Actions https://github.com/beacoder/llm/actions
Projects https://github.com/beacoder/llm/projects
Security and quality https://github.com/beacoder/llm/security
Insights https://github.com/beacoder/llm/pulse
https://github.com/beacoder/llm
Brancheshttps://github.com/beacoder/llm/branches
Tagshttps://github.com/beacoder/llm/tags
https://github.com/beacoder/llm/branches
https://github.com/beacoder/llm/tags
442 Commitshttps://github.com/beacoder/llm/commits/main/
https://github.com/beacoder/llm/commits/main/
docshttps://github.com/beacoder/llm/tree/main/docs
docshttps://github.com/beacoder/llm/tree/main/docs
finetunehttps://github.com/beacoder/llm/tree/main/finetune
finetunehttps://github.com/beacoder/llm/tree/main/finetune
graphraghttps://github.com/beacoder/llm/tree/main/graphrag
graphraghttps://github.com/beacoder/llm/tree/main/graphrag
imageshttps://github.com/beacoder/llm/tree/main/images
imageshttps://github.com/beacoder/llm/tree/main/images
mischttps://github.com/beacoder/llm/tree/main/misc
mischttps://github.com/beacoder/llm/tree/main/misc
ollama/binhttps://github.com/beacoder/llm/tree/main/ollama/bin
ollama/binhttps://github.com/beacoder/llm/tree/main/ollama/bin
opencodehttps://github.com/beacoder/llm/tree/main/opencode
opencodehttps://github.com/beacoder/llm/tree/main/opencode
raghttps://github.com/beacoder/llm/tree/main/rag
raghttps://github.com/beacoder/llm/tree/main/rag
toolhttps://github.com/beacoder/llm/tree/main/tool
toolhttps://github.com/beacoder/llm/tree/main/tool
.gitignorehttps://github.com/beacoder/llm/blob/main/.gitignore
.gitignorehttps://github.com/beacoder/llm/blob/main/.gitignore
LICENSEhttps://github.com/beacoder/llm/blob/main/LICENSE
LICENSEhttps://github.com/beacoder/llm/blob/main/LICENSE
README.mdhttps://github.com/beacoder/llm/blob/main/README.md
README.mdhttps://github.com/beacoder/llm/blob/main/README.md
READMEhttps://github.com/beacoder/llm
MIT licensehttps://github.com/beacoder/llm
https://github.com/beacoder/llm#a-bunch-of-experiments-with-llms
https://github.com/beacoder/llm#build-ragtool-application-with-local-llms
https://github.com/beacoder/llm#install-and-run-ollama
https://github.com/beacoder/llm#run-agenticrag-to-analyze-and-search-for-jinpingmei
https://github.com/beacoder/llm#run-graphrag-to-analyze-and-search-for-jinpingmei
https://github.com/beacoder/llm#run-agentictool-to-explore-ai-agent
https://github.com/beacoder/llm#results
https://github.com/beacoder/llm/blob/main/images/graphrag_sample1.png
https://github.com/beacoder/llm/blob/main/images/graphrag_sample2.png
https://github.com/beacoder/llm/blob/main/images/graphrag_sample3.png
https://github.com/beacoder/llm/blob/main/images/langchain_rag_sample1.png
https://github.com/beacoder/llm/blob/main/images/tool_1.png
https://github.com/beacoder/llm/blob/main/images/tool_2.png
https://github.com/beacoder/llm/blob/main/images/tool_3.png
https://github.com/beacoder/llm/blob/main/images/tool_4.png
finetune https://github.com/topics/finetune
rag https://github.com/topics/rag
llm https://github.com/topics/llm
langchain https://github.com/topics/langchain
langgraph https://github.com/topics/langgraph
agentic-tool https://github.com/topics/agentic-tool
opencode-config https://github.com/topics/opencode-config
Readme https://github.com/beacoder/llm#readme-ov-file
MIT license https://github.com/beacoder/llm#MIT-1-ov-file
Please reload this pagehttps://github.com/beacoder/llm
Activityhttps://github.com/beacoder/llm/activity
0 forkshttps://github.com/beacoder/llm/forks
Report repository https://github.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2Fbeacoder%2Fllm&report=beacoder+%28user%29
Releaseshttps://github.com/beacoder/llm/releases
Packages 0https://github.com/users/beacoder/packages?repo_name=llm
Please reload this pagehttps://github.com/beacoder/llm
Please reload this pagehttps://github.com/beacoder/llm
Contributorshttps://github.com/beacoder/llm/graphs/contributors
Please reload this pagehttps://github.com/beacoder/llm
Python 98.9% https://github.com/beacoder/llm/search?l=python
Shell 1.1% https://github.com/beacoder/llm/search?l=shell
https://github.com
Termshttps://docs.github.com/site-policy/github-terms/github-terms-of-service
Privacyhttps://docs.github.com/site-policy/privacy-policies/github-privacy-statement
Securityhttps://github.com/security
Statushttps://www.githubstatus.com/
Communityhttps://github.community/
Docshttps://docs.github.com/
Contacthttps://support.github.com?tags=dotcom-footer

Viewport: width=device-width


URLs of crawlers that visited me.