https://github.com/codingforentrepreneurs/talk-to-django

Learn how to talk to Django as any human should -- e.g. Semantic Search and Text-to-SQL.
https://github.com/codingforentrepreneurs/talk-to-django

django embeddings jupyter llama llamaindex neon ollama openai pgvector postgresql sentence-transformers

Last synced: 29 days ago
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Learn how to talk to Django as any human should -- e.g. Semantic Search and Text-to-SQL.

• Host: GitHub
• URL: https://github.com/codingforentrepreneurs/talk-to-django
• Owner: codingforentrepreneurs
• License: mit
• Created: 2024-07-30T16:46:58.000Z (3 months ago)
• Default Branch: main
• Last Pushed: 2024-08-02T22:39:53.000Z (3 months ago)
• Last Synced: 2024-09-30T03:15:51.228Z (about 1 month ago)
• Topics: django, embeddings, jupyter, llama, llamaindex, neon, ollama, openai, pgvector, postgresql, sentence-transformers
• Language: Jupyter Notebook
• Homepage:
• Size: 99.6 KB
• Stars: 19
• Watchers: 1
• Forks: 6
• Open Issues: 1
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# Talk to Django

Talk to Django is simply a project that allows humans to make advanced queries to your Django project. In this you, will learn Semantic Search, Text to SQL, and Retrieval-Augmented Generation (aka RAG) with Django, Embeddings, Sentence Transformers, Neon Postgres Vector, Llama Index, OpenAI, Ollama, Llama 3.1, and more.