https://github.com/yussufbiyik/langchain-chromadb-rag-example

My attempt at implementing RAG on Ollama and other LLM services using chromadb and langchain while also providing an easy to understand, clean code for others since nobody else does
https://github.com/yussufbiyik/langchain-chromadb-rag-example

ai chromadb langchain ollama rag retreival-augmented-generation

Last synced: 9 days ago
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My attempt at implementing RAG on Ollama and other LLM services using chromadb and langchain while also providing an easy to understand, clean code for others since nobody else does

• Host: GitHub
• URL: https://github.com/yussufbiyik/langchain-chromadb-rag-example
• Owner: yussufbiyik
• Created: 2024-12-17T16:18:58.000Z (17 days ago)
• Default Branch: main
• Last Pushed: 2024-12-24T19:18:34.000Z (10 days ago)
• Last Synced: 2024-12-24T19:19:54.238Z (10 days ago)
• Topics: ai, chromadb, langchain, ollama, rag, retreival-augmented-generation
• Language: Python
• Homepage:
• Size: 1.95 KB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# langchain-chromadb-rag-example

My attempt at implementing RAG on Ollama and other LLM services using chromadb and langchain

## Todo:

- [X] Initial example of RAG working with Ollama and Langchain

- [X] Continuously listen for input

- [X] Continuously monitor changes in the RAG ingestion folder

- [ ] Persistant memory using Chromadb

- [ ] Support for ChromaDB running on another address (if that's possible?)

- [ ] Refactor

- [ ] Dockerizing

- [ ] Adding other LLM services (maybe?)