René's URL Explorer Experiment


Title: GitHub - octotools/octotools: OctoTools: An agentic framework with extensible tools for complex reasoning · GitHub

Open Graph Title: GitHub - octotools/octotools: OctoTools: An agentic framework with extensible tools for complex reasoning

X Title: GitHub - octotools/octotools: OctoTools: An agentic framework with extensible tools for complex reasoning

Description: OctoTools: An agentic framework with extensible tools for complex reasoning - octotools/octotools

Open Graph Description: OctoTools: An agentic framework with extensible tools for complex reasoning - octotools/octotools

X Description: OctoTools: An agentic framework with extensible tools for complex reasoning - octotools/octotools

Mail addresses
panlu@stanford.edu

Opengraph URL: https://github.com/octotools/octotools

X: @github

direct link

Domain: github.com

route-pattern/:user_id/:repository
route-controllerfiles
route-actiondisambiguate
fetch-noncev2:fa4a9b6f-9940-aa46-c26b-2c0505fc60f8
current-catalog-service-hashf3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-id9334:256945:C7066:112333:6A4C7029
html-safe-noncea63ada05405cd2f23d9f6c822b3148e4a98b3fe4eda27fa426c3c8fb7552ffe6
visitor-payloadeyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiI5MzM0OjI1Njk0NTpDNzA2NjoxMTIzMzM6NkE0QzcwMjkiLCJ2aXNpdG9yX2lkIjoiNjEzODYwNjQyMjE4NTUwNDgwOSIsInJlZ2lvbl9lZGdlIjoiaWFkIiwicmVnaW9uX3JlbmRlciI6ImlhZCJ9
visitor-hmac000846df979c52139a2a4c7cf2f0f46e3c5e5adc572fc1765a6b693e6b25cbc9
hovercard-subject-tagrepository:933392619
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/octotools/octotools
twitter:imagehttps://opengraph.githubassets.com/c3ee3ab66bb1291e43d4bad9c77cabcb7c1dcdec42ba46e8a68f0672989da1d5/octotools/octotools
twitter:cardsummary_large_image
og:imagehttps://opengraph.githubassets.com/c3ee3ab66bb1291e43d4bad9c77cabcb7c1dcdec42ba46e8a68f0672989da1d5/octotools/octotools
og:image:altOctoTools: An agentic framework with extensible tools for complex reasoning - octotools/octotools
og:image:width1200
og:image:height600
og:site_nameGitHub
og:typeobject
hostnamegithub.com
expected-hostnamegithub.com
None3d11bb817438277de2a940854450e83a7d32b6aeb5014e9e6b00a6423900251c
turbo-cache-controlno-cache
go-importgithub.com/octotools/octotools git https://github.com/octotools/octotools.git
octolytics-dimension-user_id187987063
octolytics-dimension-user_loginoctotools
octolytics-dimension-repository_id933392619
octolytics-dimension-repository_nwooctotools/octotools
octolytics-dimension-repository_publictrue
octolytics-dimension-repository_is_forkfalse
octolytics-dimension-repository_network_root_id933392619
octolytics-dimension-repository_network_root_nwooctotools/octotools
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
release14099438da5379150f15a2892474c7c7e6c0e55e
ui-targetfull
theme-color#1e2327
color-schemelight dark

Links:

Skip to contenthttps://github.com/octotools/octotools#start-of-content
https://github.com/
Sign in https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Foctotools%2Foctotools
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%2Foctotools%2Foctotools
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=octotools%2Foctotools
Reloadhttps://github.com/octotools/octotools
Reloadhttps://github.com/octotools/octotools
Reloadhttps://github.com/octotools/octotools
Please reload this pagehttps://github.com/octotools/octotools
octotools https://github.com/octotools
octotoolshttps://github.com/octotools/octotools
Notifications https://github.com/login?return_to=%2Foctotools%2Foctotools
Fork 189 https://github.com/login?return_to=%2Foctotools%2Foctotools
Star 1.5k https://github.com/login?return_to=%2Foctotools%2Foctotools
Code https://github.com/octotools/octotools
Issues 3 https://github.com/octotools/octotools/issues
Pull requests 0 https://github.com/octotools/octotools/pulls
Actions https://github.com/octotools/octotools/actions
Projects https://github.com/octotools/octotools/projects
Security and quality 0 https://github.com/octotools/octotools/security
Insights https://github.com/octotools/octotools/pulse
Code https://github.com/octotools/octotools
Issues https://github.com/octotools/octotools/issues
Pull requests https://github.com/octotools/octotools/pulls
Actions https://github.com/octotools/octotools/actions
Projects https://github.com/octotools/octotools/projects
Security and quality https://github.com/octotools/octotools/security
Insights https://github.com/octotools/octotools/pulse
https://github.com/octotools/octotools
Brancheshttps://github.com/octotools/octotools/branches
Tagshttps://github.com/octotools/octotools/tags
https://github.com/octotools/octotools/branches
https://github.com/octotools/octotools/tags
152 Commitshttps://github.com/octotools/octotools/commits/main/
https://github.com/octotools/octotools/commits/main/
assetshttps://github.com/octotools/octotools/tree/main/assets
assetshttps://github.com/octotools/octotools/tree/main/assets
examples/notebookshttps://github.com/octotools/octotools/tree/main/examples/notebooks
examples/notebookshttps://github.com/octotools/octotools/tree/main/examples/notebooks
octotoolshttps://github.com/octotools/octotools/tree/main/octotools
octotoolshttps://github.com/octotools/octotools/tree/main/octotools
taskshttps://github.com/octotools/octotools/tree/main/tasks
taskshttps://github.com/octotools/octotools/tree/main/tasks
tutorialshttps://github.com/octotools/octotools/tree/main/tutorials
tutorialshttps://github.com/octotools/octotools/tree/main/tutorials
.env.templatehttps://github.com/octotools/octotools/blob/main/.env.template
.env.templatehttps://github.com/octotools/octotools/blob/main/.env.template
.gitignorehttps://github.com/octotools/octotools/blob/main/.gitignore
.gitignorehttps://github.com/octotools/octotools/blob/main/.gitignore
LICENSEhttps://github.com/octotools/octotools/blob/main/LICENSE
LICENSEhttps://github.com/octotools/octotools/blob/main/LICENSE
LICENSE-TASKShttps://github.com/octotools/octotools/blob/main/LICENSE-TASKS
LICENSE-TASKShttps://github.com/octotools/octotools/blob/main/LICENSE-TASKS
README.mdhttps://github.com/octotools/octotools/blob/main/README.md
README.mdhttps://github.com/octotools/octotools/blob/main/README.md
pyproject.tomlhttps://github.com/octotools/octotools/blob/main/pyproject.toml
pyproject.tomlhttps://github.com/octotools/octotools/blob/main/pyproject.toml
requirements.txthttps://github.com/octotools/octotools/blob/main/requirements.txt
requirements.txthttps://github.com/octotools/octotools/blob/main/requirements.txt
READMEhttps://github.com/octotools/octotools
MIT licensehttps://github.com/octotools/octotools
CC-BY-4.0 licensehttps://github.com/octotools/octotools
https://raw.githubusercontent.com/octotools/octotools/refs/heads/main/assets/octotools.svg
https://github.com/octotools/octotools#octotools-an-agentic-framework-with-extensible-tools-for-complex-reasoning
https://lbesson.mit-license.org/
https://arxiv.org/abs/2502.11271
https://huggingface.co/spaces/OctoTools/octotools
https://pypi.org/project/octotoolkit/
https://www.youtube.com/watch?v=4828sGfx7dk
https://octotools.github.io/
https://octotools.github.io/#tool-cards
https://octotools.github.io/#visualization
https://x.com/lupantech/status/1892260474320015861
https://join.slack.com/t/octotools/shared_invite/zt-36giqfe7o-Ai8CuDOUsGN3EiLMyKzCrw
https://github.com/octotools/octotools#updates
https://github.com/octotools/octotools#news
ACL 2026https://2026.aclweb.org/
@yeahdongcnhttps://github.com/yeahdongcn
@axion66https://github.com/axion66
@sufiyan-ahmedhttps://github.com/sufiyan-ahmed
example notebookhttps://github.com/octotools/octotools/blob/main/examples/notebooks/baseball_query_local_model_qwen.ipynb
herehttps://github.com/themtok/autogen-octotools
Maciek Tokarskihttps://github.com/themtok
NAACL 2025 - KnowledgeNLP Workshophttps://knowledge-nlp.github.io/naacl2025/index.html
herehttps://lupantech.github.io/docs/KnowledgeNLP_2025.05.03.pdf
herehttps://github.com/octotools/octotools/tree/main/tutorials
@fikirdhttps://github.com/fikird
pypi.org/project/octotoolkithttps://pypi.org/project/octotoolkit
installation guidehttps://github.com/octotools/octotools?tab=readme-ov-file#installation
herehttps://github.com/octotools/octotools?tab=readme-ov-file#supported-llm-engines
Discover AIhttps://www.youtube.com/@code4AI
herehttps://www.youtube.com/watch?v=4828sGfx7dk
herehttps://arxiv.org/abs/2502.11271
https://github.com/octotools/octotools#todo
Slackhttps://join.slack.com/t/octotools/shared_invite/zt-36giqfe7o-Ai8CuDOUsGN3EiLMyKzCrw
Pan Luhttps://lupantech.github.io/
https://github.com/octotools/octotools#get-started
https://github.com/octotools/octotools#step-by-step-tutorial
herehttps://github.com/octotools/octotools/tree/main/tutorials
https://github.com/octotools/octotools#youtube-tutorial
Discover AIhttps://www.youtube.com/@code4AI
https://www.youtube.com/watch?v=4828sGfx7dk
https://github.com/octotools/octotools#introduction
https://raw.githubusercontent.com/octotools/octotools/refs/heads/main/assets/models/framework_overall.png
https://raw.githubusercontent.com/octotools/octotools/refs/heads/main/assets/models/framework_example.png
https://raw.githubusercontent.com/octotools/octotools/refs/heads/main/assets/result/main_scores_bar_chart.png
https://github.com/octotools/octotools#supported-llm-engines
OpenAI Modelshttps://platform.openai.com/docs/models
Azure OpenAI Modelshttps://learn.microsoft.com/en-us/azure/ai-services/openai/reference#models
Anthropic Modelshttps://docs.anthropic.com/en/docs/about-claude/models/all-models
TogetherAI Modelshttps://api.together.ai/models
DeepSeek Modelshttps://api-docs.deepseek.com/quick_start/pricing
Gemini Modelshttps://ai.google.dev/gemini-api/docs/models
Grok Modelshttps://docs.x.ai/docs/models#models-and-pricing
Example-1https://github.com/octotools/octotools/blob/main/examples/notebooks/baseball_query_local_model_qwen.ipynb
Example-2https://github.com/octotools/octotools/blob/main/examples/notebooks/baseball_query_parallel_inference.ipynb
vLLM Modelshttps://docs.vllm.ai/en/latest/models/supported_models.html
LiteLLM Modelshttps://docs.litellm.ai/docs/providers
Forge Modelshttps://forge.tensorblock.co
Ollama Modelshttps://ollama.ai/library
factory.pyhttps://github.com/OctoTools/OctoTools/blob/main/octotools/engine/factory.py
https://github.com/octotools/octotools#installation
standard installationhttps://github.com/octotools/octotools?tab=readme-ov-file#1-standard-installation
benchmarkshttps://github.com/octotools/octotools/tree/main/tasks
editable installationhttps://github.com/octotools/octotools?tab=readme-ov-file#2-editable-installation
https://github.com/octotools/octotools#1-standard-installation
Google Custom Search APIhttps://developers.google.com/custom-search/v1/overview
Programmable Search Engine Pagehttps://programmablesearchengine.google.com/controlpanel/all
Google Search Toolhttps://github.com/octotools/octotools/tree/main/octotools/tools/google_search/doc/readme.md
https://github.com/octotools/octotools#2-editable-installation
github repohttps://github.com/octotools/octotools
https://github.com/octotools/octotools#quick-start
examples/notebookshttps://github.com/octotools/octotools/tree/main/examples/notebooks
https://github.com/octotools/octotools#test-tools-in-the-toolbox-need-test-scripts-from-github
https://github.com/octotools/octotools#run-inference-on-benchmarks-need-bash-scripts-from-github
CLEVR-Mathhttps://huggingface.co/datasets/dali-does/clevr-math
taskshttps://octotools.github.io/#tasks
https://github.com/octotools/octotools#experiments
https://github.com/octotools/octotools#main-results
https://raw.githubusercontent.com/octotools/octotools/refs/heads/main/assets/result/result_table_1.png
paperhttps://arxiv.org/pdf/2502.11271
project pagehttps://octotools.github.io/
https://github.com/octotools/octotools#in-depth-analysis
paperhttps://arxiv.org/pdf/2502.11271
project pagehttps://octotools.github.io/#analysis
https://raw.githubusercontent.com/octotools/octotools/refs/heads/main/assets/result/tool_usage_ours_baselines.png
https://github.com/octotools/octotools#example-visualizations
project pagehttps://octotools.github.io/#visualization
https://octotools.github.io/#visualization
https://github.com/octotools/octotools#customize-octotools
https://octotools.github.io/#tool_cards
existing toolshttps://github.com/octotools/OctoTools/tree/main/octotools/tools
Object_Detector_Toolhttps://github.com/octotools/OctoTools/blob/main/octotools/tools/object_detector/tool.py
Advanced_Object_Detector_Toolhttps://github.com/OctoTools/OctoTools/blob/main/octotools/tools/advanced_object_detector/tool.py
tasks/solve.pyhttps://github.com/octotools/OctoTools/blob/main/tasks/solve.py
https://github.com/octotools/octotools#resources
https://github.com/octotools/octotools#inspiration
Chameleonhttps://github.com/lupantech/chameleon-llm
TextGradhttps://github.com/mert-y/textgrad
AutoGenhttps://github.com/microsoft/autogen
LangChainhttps://github.com/langchain-ai/langchain
https://github.com/octotools/octotools#citation
https://github.com/octotools/octotools#our-codebase-contributors
Pan Lu https://lupantech.github.io/
Bowen Chen https://bowen118.github.io/
Sheng Liu https://shengliu66.github.io/
Rahul Thapa https://rthapa84.github.io/
Tony Xia https://tonyxia2001.github.io/
https://github.com/octotools/octotools#contributors
OctoToolshttps://join.slack.com/t/octotools/shared_invite/zt-36giqfe7o-Ai8CuDOUsGN3EiLMyKzCrw
https://github.com/octotools/octotools#star-history
https://www.star-history.com/#octotools/octotools&Date
↑ Back to Top ↑ https://github.com/octotools/octotools#readme-top
octotools.github.io/https://octotools.github.io/
agents https://github.com/topics/agents
large-language-models https://github.com/topics/large-language-models
llms https://github.com/topics/llms
complex-reasoning https://github.com/topics/complex-reasoning
agentic-framework https://github.com/topics/agentic-framework
tool-augmented https://github.com/topics/tool-augmented
Readme https://github.com/octotools/octotools#readme-ov-file
MIT LICENSE https://github.com/octotools/octotools/blob/main/LICENSE
CC-BY-4.0 LICENSE-TASKS https://github.com/octotools/octotools/blob/main/LICENSE-TASKS
Please reload this pagehttps://github.com/octotools/octotools
Activityhttps://github.com/octotools/octotools/activity
Custom propertieshttps://github.com/octotools/octotools/custom-properties
189 forkshttps://github.com/octotools/octotools/forks
Report repository https://github.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2Foctotools%2Foctotools&report=octotools+%28user%29
Releaseshttps://github.com/octotools/octotools/releases
Packages 0https://github.com/orgs/octotools/packages?repo_name=octotools
Please reload this pagehttps://github.com/octotools/octotools
Please reload this pagehttps://github.com/octotools/octotools
Contributorshttps://github.com/octotools/octotools/graphs/contributors
Please reload this pagehttps://github.com/octotools/octotools
Python 75.3% https://github.com/octotools/octotools/search?l=python
Shell 21.9% https://github.com/octotools/octotools/search?l=shell
Jupyter Notebook 2.8% https://github.com/octotools/octotools/search?l=jupyter-notebook
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.