Hey devs π
I just released a full step-by-step video tutorial on how to build a document-chatting AI chatbot using Python and open-source tools. No heavy setup, just clean and practical.
Weβre using:
π§ Gemma (via Google's Generative AI SDK) for smart responses
π Docling to parse documents like PDFs
π¦ Qdrant for fast vector search and retrieval
π All powered by good old Python
π Watch the full tutorial here:
https://youtu.be/TaLg1yZbS_s?si=gzovkKrlWPZHWc9n
π§ What Youβll Learn
- How to extract embeddings and store them in Qdrant,
- Parsing docs with Docling and sending queries through Gemma, and
- Building a whole Retrieval-Augmented Generation (RAG) loop, start to finish.
I would love to know what you think of the project or what youβd add next. You can also share what other project you would love me to build.
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