https://github.com/meteatamel/genai-beyond-basics

A collection of more advanced GenAI samples
https://github.com/meteatamel/genai-beyond-basics

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A collection of more advanced GenAI samples

• Host: GitHub
• URL: https://github.com/meteatamel/genai-beyond-basics
• Owner: meteatamel
• License: apache-2.0
• Created: 2024-06-18T09:48:39.000Z (7 months ago)
• Default Branch: main
• Last Pushed: 2024-12-13T09:16:47.000Z (21 days ago)
• Last Synced: 2024-12-27T05:41:55.834Z (7 days ago)
• Size: 4.84 MB
• Stars: 23
• Watchers: 1
• Forks: 1
• Open Issues: 3
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# GenAI beyond basics

A collection of Generate AI related samples.

## Samples

### Frameworks

#### LangChain

* [Chat with in-memory history](./samples/frameworks/langchain/chat/)

* [Chat with history saved to Firestore](./samples/frameworks/langchain/chat-firestore)

#### Semantic Kernel

* [Chat with in-memory history](./samples/frameworks/semantic-kernel/chat/)

### Grounding & RAG

#### Grounding

* [Grounding with public data with Google Search](./samples/grounding/google-search/)

* [Grounding with your own data with Vertex AI Search](./samples/grounding/vertexai-search/)

#### RAG

* [RAG with a PDF using LangChain and Annoy Vector Store](./samples/grounding/rag-pdf-annoy)

* [RAG with a PDF using LangChain and Firestore Vector Store](./samples/grounding/rag-pdf-firestore)

* [LlamaIndex on Vertex AI with RAG API](./samples/grounding/llamaindex-vertexai-ragapi)

* [Building a RAG pipeline with LlamaIndex and Vertex AI models](./samples/grounding/llamaindex-vertexai)

#### Retrieval

* [Multimodal image storage and retrieval with Chroma](./samples/multimodal/retrievers/chroma)

* [Multimodal image storage and retrieval with Firestore Vector Store](./samples/multimodal/retrievers/firestore)

### Function calling

* [Function calling - Weather](./samples/function-calling/weather)

### Input and output

* [Response type and schema (Vertex AI)](./samples/controlled-generation/vertexai)

* [Response schema and pydantic (LangChain)](./samples/controlled-generation/langchain)

* [Context caching](./samples/context-caching)

* [Batch generation of content](./samples/batch-generation)

### Evaluation

* [DeepEval and Vertex AI](./samples/evaluation/deepeval)

* [Promptfoo and Vertex AI](./samples/evaluation/promptfoo)

* [LLM Guard and Vertex AI](./samples/evaluation/llmguard)

### Tracing

* [Tracing with Langtrace and Gemini](./samples/tracing/langtrace)