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https://github.com/thomasvitale/llm-apps-java-langchain4j
Samples showing how to build Java applications powered by Generative AI and LLMs using LangChain4j and Spring Boot.
https://github.com/thomasvitale/llm-apps-java-langchain4j
generative-ai langchain langchain4j large-language-models llm spring-boot
Last synced: 21 days ago
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Samples showing how to build Java applications powered by Generative AI and LLMs using LangChain4j and Spring Boot.
- Host: GitHub
- URL: https://github.com/thomasvitale/llm-apps-java-langchain4j
- Owner: ThomasVitale
- License: apache-2.0
- Created: 2024-01-14T11:38:48.000Z (10 months ago)
- Default Branch: main
- Last Pushed: 2024-06-06T18:00:01.000Z (5 months ago)
- Last Synced: 2024-06-06T19:50:54.199Z (5 months ago)
- Topics: generative-ai, langchain, langchain4j, large-language-models, llm, spring-boot
- Language: Java
- Homepage:
- Size: 164 KB
- Stars: 12
- Watchers: 4
- Forks: 2
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
Awesome Lists containing this project
README
# LLM Applications with Java, Spring Boot, and LangChain4j
Samples showing how to build Java applications powered by Generative AI and LLMs
using the [LangChain4j Spring Boot](https://github.com/ThomasVitale/langchain4j-spring-boot) extension.
## Pre-Requisites
* Java 17+
* Docker/Podman
* [OpenAI](http://platform.openai.com) API Key (optional)
* [Ollama](https://ollama.ai) (optional)
## Content
### 1. Chat Models
| Project | Description |
|---------------------------------------------------------------------------------------------------------------------------|---------------------------------------|
| [chat-models-ollama](https://github.com/ThomasVitale/llm-apps-java-langchain4j/tree/main/01-chat-models/chat-models-ollama) | Text generation with LLMs via Ollama. |
| [chat-models-openai](https://github.com/ThomasVitale/llm-apps-java-langchain4j/tree/main/01-chat-models/chat-models-openai) | Text generation with LLMs via OpenAI. |
### 2. Prompts
| Project | Description |
|------------------------------------------------------------------------------------------------------------------------------------|---------------------------------------------------------------------|
| [prompts-basics-ollama](https://github.com/ThomasVitale/llm-apps-java-langchain4j/tree/main/02-prompts/prompts-basics-ollama) | Prompting using simple text with LLMs via Ollama. |
| [prompts-basics-openai](https://github.com/ThomasVitale/llm-apps-java-langchain4j/tree/main/02-prompts/prompts-basics-openai) | Prompting using simple text with LLMs via OpenAI. |
| [prompts-messages-ollama](https://github.com/ThomasVitale/llm-apps-java-langchain4j/tree/main/02-prompts/prompts-messages-ollama) | Prompting using structured messages and roles with LLMs via Ollama. |
| [prompts-messages-openai](https://github.com/ThomasVitale/llm-apps-java-langchain4j/tree/main/02-prompts/prompts-messages-openai) | Prompting using structured messages and roles with LLMs via OpenAI. |
| [prompts-templates-ollama](https://github.com/ThomasVitale/llm-apps-java-langchain4j/tree/main/02-prompts/prompts-templates-ollama) | Prompting using templates with LLMs via Ollama. |
| [prompts-templates-openai](https://github.com/ThomasVitale/llm-apps-java-langchain4j/tree/main/02-prompts/prompts-templates-openai) | Prompting using templates with LLMs via OpenAI. |
### 3. Output Parsers
| Project | Description |
|------------------------------------------------------------------------------------------------------------------------------------|------------------------------------------------------------------------------|
| [output-parsers-ollama](https://github.com/ThomasVitale/llm-apps-java-langchain4j/tree/main/03-output-parsers/output-parsers-ollama) | Parsing the LLM output as structured objects (Beans, Map, List) via Ollama. |
| [output-parsers-openai](https://github.com/ThomasVitale/llm-apps-java-langchain4j/tree/main/03-output-parsers/output-parsers-openai) | Parsing the LLM output as structured objects (Beans, Map, List) via Open AI. |
### 4. Embedding Models
| Project | Description |
|--------------------------------------------------------------------------------------------------------------------------------------------|----------------------------------------------------------|
| [embedding-models-ollama](https://github.com/ThomasVitale/llm-apps-java-langchain4j/tree/main/04-embedding-models/embedding-models-ollama) | Vector transformation (embeddings) with LLMs via Ollama. |
| [embedding-models-openai](https://github.com/ThomasVitale/llm-apps-java-langchain4j/tree/main/04-embedding-models/embedding-models-openai) | Vector transformation (embeddings) with LLMs via OpenAI. |
### 5. Document Readers
_Coming soon_
### 6. Document Transformers
_Coming soon_
### 7. Document Writers
_Coming soon_
### 8. Vector Stores
_Coming soon_
### 9. Tools
_Coming soon_
### 10. Image Models
_Coming soon_
## References and Additional Resources
* [LangChain4j](https://github.com/langchain4j)