Website review colbert.ai
GitHub - stanford-futuredata/ColBERT: ColBERT: state-of-the-art neural search (SIGIR'20, TACL'21, NeurIPS'21, NAACL'22, CIKM'22, ACL'23, EMNLP'23)
Generated on December 19 2025 04:51 AM
Old data? UPDATE !
The score is 35/100
SEO Content
Title
GitHub - stanford-futuredata/ColBERT: ColBERT: state-of-the-art neural search (SIGIR'20, TACL'21, NeurIPS'21, NAACL'22, CIKM'22, ACL'23, EMNLP'23)
Length : 146
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Description
ColBERT: state-of-the-art neural search (SIGIR'20, TACL'21, NeurIPS'21, NAACL'22, CIKM'22, ACL'23, EMNLP'23) - stanford-futuredata/ColBERT
Length : 138
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Og Meta Properties
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| Property | Content |
|---|---|
| image | https://opengraph.githubassets.com/4a9dd4bb2f0e22303a946bb3c3fa9022053dd84772d45b5448c4674b0c84a191/stanford-futuredata/ColBERT |
| image:alt | ColBERT: state-of-the-art neural search (SIGIR'20, TACL'21, NeurIPS'21, NAACL'22, CIKM'22, ACL'23, EMNLP'23) - stanford-futuredata/ColBERT |
| image:width | 1200 |
| image:height | 600 |
| site_name | GitHub |
| type | object |
| title | GitHub - stanford-futuredata/ColBERT: ColBERT: state-of-the-art neural search (SIGIR'20, TACL'21, NeurIPS'21, NAACL'22, CIKM'22, ACL'23, EMNLP'23) |
| url | https://github.com/stanford-futuredata/ColBERT |
| description | ColBERT: state-of-the-art neural search (SIGIR'20, TACL'21, NeurIPS'21, NAACL'22, CIKM'22, ACL'23, EMNLP'23) - stanford-futuredata/ColBERT |
Headings
| H1 | H2 | H3 | H4 | H5 | H6 |
| 5 | 24 | 12 | 1 | 0 | 0 |
- [H1] Search code, repositories, users, issues, pull requests...
- [H1] Provide feedback
- [H1] Saved searches
- [H1] stanford-futuredata/ColBERT
- [H1] ColBERT (v2)
- [H2] Navigation Menu
- [H2] Use saved searches to filter your results more quickly
- [H2] Folders and files
- [H2] Latest commit
- [H2] History
- [H2] Repository files navigation
- [H2] 🚨 Announcements
- [H2] ColBERTv1
- [H2] Installation
- [H2] Overview
- [H2] API Usage Notebook
- [H2] Data
- [H2] Indexing
- [H2] Retrieval
- [H2] Basic Training (ColBERTv1-style)
- [H2] Advanced Training (ColBERTv2-style)
- [H2] Running a lightweight ColBERTv2 server
- [H2] Branches
- [H2] Acknowledgments
- [H2] About
- [H2] Used by 1.1k
- [H2] Contributors 34
- [H2] Languages
- [H2] Footer
- [H3] License
- [H3] Uh oh!
- [H3] ColBERT is a fast and accurate retrieval model, enabling scalable BERT-based search over large text collections in tens of milliseconds.
- [H3] Supported branches
- [H3] Deprecated branches
- [H3] Resources
- [H3] License
- [H3] Uh oh!
- [H3] Stars
- [H3] Watchers
- [H3] Forks
- [H3] Footer navigation
- [H4] You can read more in our papers:
Images
We found 25 images on this web page.
3 alt attributes are empty or missing. Add alternative text so that search engines can better understand the content of your images.
Text/HTML Ratio
Ratio : 0%
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Flash
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Iframe
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SEO Links
URL Rewrite
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Underscores in the URLs
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In-page links
We found a total of 44 links including 13 link(s) to files
| Anchor | Type | Juice |
|---|---|---|
| Skip to content | Internal | Passing Juice |
| Sign in | Internal | Passing Juice |
| Search syntax tips | External | Passing Juice |
| Sign up | Internal | Passing Juice |
| stanford-futuredata | Internal | Passing Juice |
| ColBERT | Internal | Passing Juice |
| baleen | Internal | Passing Juice |
| colbert | Internal | Passing Juice |
| data | Internal | Passing Juice |
| docs | Internal | Passing Juice |
| utility | Internal | Passing Juice |
| .env | Internal | Passing Juice |
| .gitignore | Internal | Passing Juice |
| LICENSE | Internal | Passing Juice |
| LoTTE.md | Internal | Passing Juice |
| MANIFEST.in | Internal | Passing Juice |
| README.md | Internal | Passing Juice |
| ROADMAP.md | Internal | Passing Juice |
| conda_env.yml | Internal | Passing Juice |
| conda_env_cpu.yml | Internal | Passing Juice |
| server.py | Internal | Passing Juice |
| setup.py | Internal | Passing Juice |
| RAGatouille | External | Passing Juice |
| https://github.com/stanfordnlp/dspy | External | Passing Juice |
| here | Internal | Passing Juice |
| Hugging Face Transformers | External | Passing Juice |
| conda installation guide | External | noFollow |
| open a new issue | External | Passing Juice |
| pre-trained ColBERTv2 checkpoint | External | noFollow |
| train your own ColBERT model | Internal | Passing Juice |
| index your collection | Internal | Passing Juice |
| issue queries over the collection | Internal | Passing Juice |
| Google Colab | External | noFollow |
| docs/intro.ipynb notebook | Internal | Passing Juice |
| MS MARCO Passage Ranking | External | Passing Juice |
| Report repository | Internal | Passing Juice |
| + 20 contributors | Internal | Passing Juice |
| Terms | External | Passing Juice |
| Privacy | External | Passing Juice |
| Security | External | Passing Juice |
| Status | External | Passing Juice |
| Community | External | Passing Juice |
| Docs | External | Passing Juice |
| Contact | External | Passing Juice |
SEO Keywords
Keywords Cloud
Keywords Consistency
| Keyword | Content | Title | Keywords | Description | Headings |
|---|
Usability
Url
Domain : colbert.ai
Length : 10
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Printability
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Language
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Dublin Core
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Document
Doctype
HTML 5
Encoding
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W3C Validity
Errors : 0
Warnings : 0
Email Privacy
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Deprecated HTML
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Speed Tips
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Mobile
Mobile Optimization
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Optimization
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Robots.txt
https://colbert.ai/robots.txt
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