awesome-llama: https://github.com/curiousily/ragbase
langchain llama3 llm pdf rag retrieval-augmented-generation streamlit
Score: 4.919980925828125
Last synced: about 8 hours ago
JSON representation
Repository metadata:
Completely local RAG. Chat with your PDF documents (with open LLM) and UI to that uses LangChain, Streamlit, Ollama (Llama 3.1), Qdrant and advanced methods like reranking and semantic chunking.
- Host: GitHub
- URL: https://github.com/curiousily/ragbase
- Owner: curiousily
- License: mit
- Created: 2024-07-11T10:12:30.000Z (almost 2 years ago)
- Default Branch: master
- Last Pushed: 2024-07-26T12:01:41.000Z (almost 2 years ago)
- Last Synced: 2026-06-06T10:04:09.569Z (14 days ago)
- Topics: langchain, llama3, llm, pdf, rag, retrieval-augmented-generation, streamlit
- Language: Python
- Homepage: https://www.mlexpert.io/bootcamp/ragbase-local-rag
- Size: 409 KB
- Stars: 128
- Watchers: 2
- Forks: 44
- Open Issues: 9
-
Metadata Files:
- Readme: README.md
- License: LICENSE
Owner metadata:
- Name: Venelin Valkov
- Login: curiousily
- Email: venelin@curiousily.com
- Kind: user
- Description:
- Website: mlexpert.io
- Location: Bulgaria
- Twitter: venelin_valkov
- Company:
- Icon url: https://avatars.githubusercontent.com/u/150327?u=8f59dc2c6da7ba39cf1157cc731020730f1e278f&v=4
- Repositories: 72
- Last Synced at: 2026-04-29T05:33:44.352Z
- Profile URL: https://github.com/curiousily
GitHub Events
Total
- Fork event: 29
- Issue comment event: 1
- Watch event: 75
- Total: 105
Last Year
- Fork event: 4
- Watch event: 13
- Total: 17
Committers metadata
Last synced: 3 days ago
Total Commits: 3
Total Committers: 1
Avg Commits per committer: 3.0
Development Distribution Score (DDS): 0.0
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 | |
|---|---|---|
| Venelin Valkov | v****n@c****m | 3 |
Issue and Pull Request metadata
Last synced: 2 months ago
Total issues: 8
Total pull requests: 0
Average time to close issues: N/A
Average time to close pull requests: N/A
Total issue authors: 8
Total pull request authors: 0
Average comments per issue: 0.0
Average comments per pull request: 0
Merged pull request: 0
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
- lukasrum (1)
- javimosch (1)
- erolglr (1)
- Sa1LeM (1)
- TuanLoc1006 (1)
- Esmail-ibraheem (1)
- bhaveshraj76 (1)
- senanindita (1)
Top Pull Request Authors
Top Issue Labels
Top Pull Request Labels
Dependencies
- 173 dependencies
- jupyterlab ^4.2.3 develop
- ruff ^0.5.1 develop
- watchdog ^4.0.1 develop
- fastembed ^0.3.3
- flashrank ^0.2.8
- langchain-community ^0.2.6
- langchain-experimental ^0.0.62
- langchain-groq ^0.1.6
- langchain-qdrant ^0.1.1
- pypdfium2 ^4.30.0
- python >=3.12,<3.13
- python-dotenv ^1.0.1
- qdrant-client ^1.10.1
- streamlit ^1.36.0
- fastembed ==0.3.3
- flashrank ==0.2.8
- langchain ==0.2.6
- langchain-community ==0.2.6
- langchain-experimental ==0.0.62
- langchain-groq ==0.1.6
- langchain-qdrant ==0.1.1
- pypdfium2 ==4.30.0
- python-dotenv ==1.0.1
- qdrant-client ==1.10.1
- streamlit ==1.36.0