[ WebToolTip.com ] Hands-On AI - Build a RAG Model from Scratch with Open Source

File Name

Size

Get Bonus Downloads Here.url

180 B

~Get Your Files Here !/01 - Introduction/01 - Introduction to RAG models.mp4

2.5 MB

~Get Your Files Here !/01 - Introduction/01 - Introduction to RAG models.srt

1.3 kB

~Get Your Files Here !/02 - 1. Conceptual Overview/01 - Running your LLM from open source.mp4

3.1 MB

~Get Your Files Here !/02 - 1. Conceptual Overview/01 - Running your LLM from open source.srt

4.3 kB

~Get Your Files Here !/02 - 1. Conceptual Overview/02 - Collecting data to generate our corpus.mp4

2.7 MB

~Get Your Files Here !/02 - 1. Conceptual Overview/02 - Collecting data to generate our corpus.srt

3.4 kB

~Get Your Files Here !/02 - 1. Conceptual Overview/03 - What are vector embeddings, and how are they generated.mp4

4.8 MB

~Get Your Files Here !/02 - 1. Conceptual Overview/03 - What are vector embeddings, and how are they generated.srt

5.6 kB

~Get Your Files Here !/02 - 1. Conceptual Overview/04 - Setting up a database and retrieving vectors and files.mp4

5.0 MB

~Get Your Files Here !/02 - 1. Conceptual Overview/04 - Setting up a database and retrieving vectors and files.srt

4.8 kB

~Get Your Files Here !/02 - 1. Conceptual Overview/05 - Vectorizing a query and finding relevant text.mp4

5.3 MB

~Get Your Files Here !/02 - 1. Conceptual Overview/05 - Vectorizing a query and finding relevant text.srt

4.6 kB

~Get Your Files Here !/02 - 1. Conceptual Overview/06 - Prompt engineering and packaging pieces together.mp4

4.6 MB

~Get Your Files Here !/02 - 1. Conceptual Overview/06 - Prompt engineering and packaging pieces together.srt

5.2 kB

~Get Your Files Here !/03 - 2. Preparing Your LLM and Data/01 - Setting up a dev container.mp4

16 MB

~Get Your Files Here !/03 - 2. Preparing Your LLM and Data/01 - Setting up a dev container.srt

11 kB

~Get Your Files Here !/03 - 2. Preparing Your LLM and Data/02 - Setting up environment and installing Ollama.mp4

12 MB

~Get Your Files Here !/03 - 2. Preparing Your LLM and Data/02 - Setting up environment and installing Ollama.srt

7.6 kB

~Get Your Files Here !/03 - 2. Preparing Your LLM and Data/03 - Creating a model file.mp4

18 MB

~Get Your Files Here !/03 - 2. Preparing Your LLM and Data/03 - Creating a model file.srt

11 kB

~Get Your Files Here !/03 - 2. Preparing Your LLM and Data/04 - Running Ollama programmatically through Python.mp4

21 MB

~Get Your Files Here !/03 - 2. Preparing Your LLM and Data/04 - Running Ollama programmatically through Python.srt

9.4 kB

~Get Your Files Here !/03 - 2. Preparing Your LLM and Data/05 - Generating the corpus.mp4

33 MB

~Get Your Files Here !/03 - 2. Preparing Your LLM and Data/05 - Generating the corpus.srt

14 kB

~Get Your Files Here !/03 - 2. Preparing Your LLM and Data/06 - Extract text from different local file formats with Docling.mp4

15 MB

~Get Your Files Here !/03 - 2. Preparing Your LLM and Data/06 - Extract text from different local file formats with Docling.srt

6.1 kB

~Get Your Files Here !/04 - 3. Setting Up a Database and Retrieving Vectors and Files/01 - Vector embeddings and their implementation.mp4

5.7 MB

~Get Your Files Here !/04 - 3. Setting Up a Database and Retrieving Vectors and Files/01 - Vector embeddings and their implementation.srt

7.0 kB

~Get Your Files Here !/04 - 3. Setting Up a Database and Retrieving Vectors and Files/02 - Setting up your Postgres vector database.mp4

24 MB

~Get Your Files Here !/04 - 3. Setting Up a Database and Retrieving Vectors and Files/02 - Setting up your Postgres vector database.srt

11 kB

~Get Your Files Here !/04 - 3. Setting Up a Database and Retrieving Vectors and Files/03 - Setting up a simple database schema.mp4

24 MB

~Get Your Files Here !/04 - 3. Setting Up a Database and Retrieving Vectors and Files/03 - Setting up a simple database schema.srt

9.6 kB

~Get Your Files Here !/04 - 3. Setting Up a Database and Retrieving Vectors and Files/04 - Uploading vectors, text, and filenames to the database.mp4

51 MB

~Get Your Files Here !/04 - 3. Setting Up a Database and Retrieving Vectors and Files/04 - Uploading vectors, text, and filenames to the database.srt

23 kB

~Get Your Files Here !/04 - 3. Setting Up a Database and Retrieving Vectors and Files/05 - Retrieving content from your database.mp4

17 MB

~Get Your Files Here !/04 - 3. Setting Up a Database and Retrieving Vectors and Files/05 - Retrieving content from your database.srt

10 kB

~Get Your Files Here !/05 - 4. Packaging Parts, Pipeline Engineering, and Prompt Engineering/01 - Overview of the RAG pipeline.mp4

6.3 MB

~Get Your Files Here !/05 - 4. Packaging Parts, Pipeline Engineering, and Prompt Engineering/01 - Overview of the RAG pipeline.srt

4.1 kB

~Get Your Files Here !/05 - 4. Packaging Parts, Pipeline Engineering, and Prompt Engineering/02 - Preparing context, part 1.mp4

19 MB

~Get Your Files Here !/05 - 4. Packaging Parts, Pipeline Engineering, and Prompt Engineering/02 - Preparing context, part 1.srt

9.0 kB

~Get Your Files Here !/05 - 4. Packaging Parts, Pipeline Engineering, and Prompt Engineering/03 - Preparing context, part 2.mp4

26 MB

~Get Your Files Here !/05 - 4. Packaging Parts, Pipeline Engineering, and Prompt Engineering/03 - Preparing context, part 2.srt

11 kB

~Get Your Files Here !/05 - 4. Packaging Parts, Pipeline Engineering, and Prompt Engineering/04 - Prompt engineering.mp4

20 MB

~Get Your Files Here !/05 - 4. Packaging Parts, Pipeline Engineering, and Prompt Engineering/04 - Prompt engineering.srt

9.6 kB

~Get Your Files Here !/05 - 4. Packaging Parts, Pipeline Engineering, and Prompt Engineering/05 - Putting it all together to generate a working RAG model.mp4

25 MB

~Get Your Files Here !/05 - 4. Packaging Parts, Pipeline Engineering, and Prompt Engineering/05 - Putting it all together to generate a working RAG model.srt

10 kB

~Get Your Files Here !/06 - Conclusion/01 - What's next.mp4

2.6 MB

~Get Your Files Here !/06 - Conclusion/01 - What's next.srt

1.6 kB

~Get Your Files Here !/Bonus Resources.txt

70 B