This is a RAG from scratch with the Llamaindex [0.10.14] version.
We build a very simple Question Answering system using LlamaIndex and Qdrant from scratch and using lower level APIs of LLamaIndex
FileName | Description |
---|---|
00.install.ipynb | Install the python packages |
qdrant_collections.ipynb | Create the Qdrant collection |
qdrant_scratch.ipynb | Ingest the documents using LLamaIndex and Qdrant and also query documents using LlamaIndex and Qdrant. |
qdrant_scratch_read.ipynb | ONLY query documents using LlamaIndex and Qdrant. |
llam_index_helper.py | Helper functions for Llama Index |
app.py | Question Answering system using LLamaIndex and Qdrant |
config.py | Configurations |
env.sample | Sample environment file with the settings. Please fill up with your settings values |