awesome-llama: https://github.com/abcsys/libem
ai compound-ai-systems compound-systems data-integration data-matching database entity-matching entity-resolution gpt large-language-models llama llm openai python
Score: 4.969813299576001
Last synced: about 21 hours ago
JSON representation
Repository metadata:
Compound AI toolchain for fast and accurate entity matching, powered by LLMs.
- Host: GitHub
- URL: https://github.com/abcsys/libem
- Owner: abcsys
- License: apache-2.0
- Created: 2024-04-30T19:26:03.000Z (over 2 years ago)
- Default Branch: main
- Last Pushed: 2025-03-25T18:50:34.000Z (over 1 year ago)
- Last Synced: 2026-07-18T10:04:52.762Z (3 months ago)
- Topics: ai, compound-ai-systems, compound-systems, data-integration, data-matching, database, entity-matching, entity-resolution, gpt, large-language-models, llama, llm, openai, python
- Language: Python
- Homepage: https://libem.org
- Size: 3.54 MB
- Stars: 28
- Watchers: 0
- Forks: 4
- Open Issues: 8
-
Metadata Files:
- Readme: README.md
- License: LICENSE
Owner metadata:
- Name: Systems Design Studio
- Login: abcsys
- Email: team@sys.studio
- Kind: organization
- Description: Architect. Build. Connect.
- Website: https://sys.studio
- Location: United States of America
- Twitter: abcsysx
- Company:
- Icon url: https://avatars.githubusercontent.com/u/163336035?v=4
- Repositories: 11
- Last Synced at: 2026-10-25T07:24:59.202Z
- Profile URL: https://github.com/abcsys
GitHub Events
Total
- Create event: 10
- Delete event: 13
- Fork event: 1
- Issue comment event: 31
- Pull request event: 25
- Pull request review comment event: 31
- Pull request review event: 41
- Push event: 38
- Watch event: 4
- Total: 194
Last Year
- Watch event: 2
- Total: 2
Committers metadata
Last synced: 2 days ago
Total Commits: 284
Total Committers: 4
Avg Commits per committer: 71.0
Development Distribution Score (DDS): 0.239
Commits in past year: 0
Committers in past year: 0
Avg Commits per committer in past year: 0.0
Development Distribution Score (DDS) in past year: 0.0
| Name | Commits | |
|---|---|---|
| zenodflow | z****w@g****m | 216 |
| David Wang | 6****d | 58 |
| Charles Xu | 8****u | 7 |
| Kathleen Ge | 4****3 | 3 |
Issue and Pull Request metadata
Last synced: 2 days ago
Total issues: 15
Total pull requests: 188
Average time to close issues: 7 days
Average time to close pull requests: 3 days
Total issue authors: 4
Total pull request authors: 5
Average comments per issue: 0.87
Average comments per pull request: 1.27
Merged pull request: 153
Bot issues: 0
Bot pull requests: 0
Past year issues: 0
Past year pull requests: 0
Past year average time to close issues: N/A
Past year average time to close pull requests: N/A
Past year issue authors: 0
Past year pull request authors: 0
Past year average comments per issue: 0
Past year average comments per pull request: 0
Past year merged pull request: 0
Past year bot issues: 0
Past year bot pull requests: 0
Top Issue Authors
- zenodflow (11)
- daiwaid (2)
- Char15Xu (1)
- tshu-w (1)
Top Pull Request Authors
- daiwaid (102)
- zenodflow (56)
- Char15Xu (24)
- Kathleen0123 (5)
- lalewis1 (1)
Top Issue Labels
- important (2)
- lgtm (2)
- feat (1)
- bug (1)
- arena (1)
Top Pull Request Labels
- feat (73)
- lgtm (62)
- important (44)
- bug (22)
- arena (10)
- serve (3)
- question (2)
- duplicate (1)
Dependencies
- bs4 *
- dspy-ai *
- flask *
- google-api-python-client *
- langchain *
- langchain-community *
- langchain-google-community *
- numpy *
- openai *
- pandas *
- pyyaml *
- 719 dependencies
- @babel/cli ^7.24.7 development
- @babel/core ^7.24.7 development
- @babel/eslint-parser ^7.24.7 development
- @babel/plugin-transform-runtime ^7.24.7 development
- @babel/preset-env ^7.24.7 development
- @babel/preset-react ^7.24.7 development
- @babel/runtime ^7.24.7 development
- babel-loader ^9.1.3 development
- css-loader ^7.1.2 development
- eslint ^8.57.0 development
- eslint-config-airbnb-base ^15.0.0 development
- eslint-config-prettier ^9.1.0 development
- eslint-plugin-jest ^28.6.0 development
- html-webpack-plugin ^5.6.0 development
- path ^0.12.7 development
- style-loader ^4.0.0 development
- webpack ^5.91.0 development
- webpack-cli ^5.1.4 development
- webpack-dev-server ^5.0.4 development
- react ^18.3.1
- react-dom ^18.3.1
- uuid ^10.0.0