[ WebToolTip.com ] Hands-On AI - Build a RAG Model from Scratch with Open Source
大小364.33 MB
文件数50
Info Hash:DE37A6F3C2CDEED7B258028DF4810D3F4A8FD760
收录时间2025-12-12 13:15:43
更新时间2025-12-14 10:03:41
文件列表 (50)
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
1.32 KB
~Get Your Files Here !/02 - 1. Conceptual Overview/01 - Running your LLM from open source.mp4
3.06 MB
~Get Your Files Here !/02 - 1. Conceptual Overview/01 - Running your LLM from open source.srt
4.28 KB
~Get Your Files Here !/02 - 1. Conceptual Overview/02 - Collecting data to generate our corpus.mp4
2.72 MB
~Get Your Files Here !/02 - 1. Conceptual Overview/02 - Collecting data to generate our corpus.srt
3.36 KB
~Get Your Files Here !/02 - 1. Conceptual Overview/03 - What are vector embeddings, and how are they generated.mp4
4.76 MB
~Get Your Files Here !/02 - 1. Conceptual Overview/03 - What are vector embeddings, and how are they generated.srt
5.62 KB
~Get Your Files Here !/02 - 1. Conceptual Overview/04 - Setting up a database and retrieving vectors and files.mp4
4.99 MB
~Get Your Files Here !/02 - 1. Conceptual Overview/04 - Setting up a database and retrieving vectors and files.srt
4.83 KB
~Get Your Files Here !/02 - 1. Conceptual Overview/05 - Vectorizing a query and finding relevant text.mp4
5.32 MB
~Get Your Files Here !/02 - 1. Conceptual Overview/05 - Vectorizing a query and finding relevant text.srt
4.61 KB
~Get Your Files Here !/02 - 1. Conceptual Overview/06 - Prompt engineering and packaging pieces together.mp4
4.59 MB
~Get Your Files Here !/02 - 1. Conceptual Overview/06 - Prompt engineering and packaging pieces together.srt
5.16 KB
~Get Your Files Here !/03 - 2. Preparing Your LLM and Data/01 - Setting up a dev container.mp4
15.73 MB
~Get Your Files Here !/03 - 2. Preparing Your LLM and Data/01 - Setting up a dev container.srt
11.28 KB
~Get Your Files Here !/03 - 2. Preparing Your LLM and Data/02 - Setting up environment and installing Ollama.mp4
11.7 MB
~Get Your Files Here !/03 - 2. Preparing Your LLM and Data/02 - Setting up environment and installing Ollama.srt
7.64 KB
~Get Your Files Here !/03 - 2. Preparing Your LLM and Data/03 - Creating a model file.mp4
18.26 MB
~Get Your Files Here !/03 - 2. Preparing Your LLM and Data/03 - Creating a model file.srt
11.38 KB
~Get Your Files Here !/03 - 2. Preparing Your LLM and Data/04 - Running Ollama programmatically through Python.mp4
20.9 MB
~Get Your Files Here !/03 - 2. Preparing Your LLM and Data/04 - Running Ollama programmatically through Python.srt
9.39 KB
~Get Your Files Here !/03 - 2. Preparing Your LLM and Data/05 - Generating the corpus.mp4
33.27 MB
~Get Your Files Here !/03 - 2. Preparing Your LLM and Data/05 - Generating the corpus.srt
14.04 KB
~Get Your Files Here !/03 - 2. Preparing Your LLM and Data/06 - Extract text from different local file formats with Docling.mp4
14.99 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
5.73 MB
~Get Your Files Here !/04 - 3. Setting Up a Database and Retrieving Vectors and Files/01 - Vector embeddings and their implementation.srt
7.04 KB
~Get Your Files Here !/04 - 3. Setting Up a Database and Retrieving Vectors and Files/02 - Setting up your Postgres vector database.mp4
24.15 MB
~Get Your Files Here !/04 - 3. Setting Up a Database and Retrieving Vectors and Files/02 - Setting up your Postgres vector database.srt
10.99 KB
~Get Your Files Here !/04 - 3. Setting Up a Database and Retrieving Vectors and Files/03 - Setting up a simple database schema.mp4
23.65 MB
~Get Your Files Here !/04 - 3. Setting Up a Database and Retrieving Vectors and Files/03 - Setting up a simple database schema.srt
9.64 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
51.18 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
23.43 KB
~Get Your Files Here !/04 - 3. Setting Up a Database and Retrieving Vectors and Files/05 - Retrieving content from your database.mp4
17.37 MB
~Get Your Files Here !/04 - 3. Setting Up a Database and Retrieving Vectors and Files/05 - Retrieving content from your database.srt
9.97 KB
~Get Your Files Here !/05 - 4. Packaging Parts, Pipeline Engineering, and Prompt Engineering/01 - Overview of the RAG pipeline.mp4
6.29 MB
~Get Your Files Here !/05 - 4. Packaging Parts, Pipeline Engineering, and Prompt Engineering/01 - Overview of the RAG pipeline.srt
4.13 KB
~Get Your Files Here !/05 - 4. Packaging Parts, Pipeline Engineering, and Prompt Engineering/02 - Preparing context, part 1.mp4
19.09 MB
~Get Your Files Here !/05 - 4. Packaging Parts, Pipeline Engineering, and Prompt Engineering/02 - Preparing context, part 1.srt
8.97 KB
~Get Your Files Here !/05 - 4. Packaging Parts, Pipeline Engineering, and Prompt Engineering/03 - Preparing context, part 2.mp4
25.85 MB
~Get Your Files Here !/05 - 4. Packaging Parts, Pipeline Engineering, and Prompt Engineering/03 - Preparing context, part 2.srt
11.02 KB
~Get Your Files Here !/05 - 4. Packaging Parts, Pipeline Engineering, and Prompt Engineering/04 - Prompt engineering.mp4
20.36 MB
~Get Your Files Here !/05 - 4. Packaging Parts, Pipeline Engineering, and Prompt Engineering/04 - Prompt engineering.srt
9.64 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
25.11 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
10.11 KB
~Get Your Files Here !/06 - Conclusion/01 - What's next.mp4
2.55 MB
~Get Your Files Here !/06 - Conclusion/01 - What's next.srt