llamaparser-example

Simple example to showcase how to use llamaparser to parse PDF files

Videos covering these topics

Llamaparse LlamaIndex

Llamaparse Qdrant Groq

RAG with LlamaParse from LlamaIndex and LangChain

Links shown in video

• LlamaCloud
• Qdrant Cloud
• Groq Cloud

create virtualenv

python3 -m venv .venv && source .venv/bin/activate

Install packages

pip install -r requirements.txt

Environment variables

All env variables goes to .env ( cp example.env to .env and paste required env variables)

Add data

Add some PDF files inside data/ and include parsing instructions within data/parsing_instructions.txt I used saasbook 1.2.2 (English) for my testing.

Run the python files (following the video to run step by step is recommended)

python3 parser-qdrant-groq.py

Additional helper documents

• LlamaIndex blogpost about Llamaparse
• Advanced demo with Reranker
• Parsing instructions Llamaparse
• LlamaParse Documentation