https://github.com/meteatamel/genai-beyond-basics
A collection of more advanced GenAI samples
https://github.com/meteatamel/genai-beyond-basics
Last synced: 4 months ago
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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 (12 months ago)
- Default Branch: main
- Last Pushed: 2025-02-17T19:30:47.000Z (4 months ago)
- Last Synced: 2025-02-17T20:31:22.743Z (4 months ago)
- Size: 4.85 MB
- Stars: 25
- Watchers: 1
- Forks: 2
- 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)