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langchain4j committed Feb 9, 2024
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2 changes: 1 addition & 1 deletion docs/docs/tutorials/1-chat-and-language-models.md
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# 1. Chat and Language Models
# Chat and Language Models

LLMs are currently available in two API types:
- `LanguageModel`s. Their API is very simple - they accept a `String` as input and return a `String` as output.
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2 changes: 1 addition & 1 deletion docs/docs/tutorials/2-chat-memory.md
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# 2. Chat Memory
# Chat Memory

Maintaining and managing `ChatMessage`s manually is cumbersome.
Therefore, `ChatMemory` exists.
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2 changes: 1 addition & 1 deletion docs/docs/tutorials/3-model-parameters.md
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# 3. Model Parameters
# Model Parameters

Depending on the model and provider you choose, you can adjust numerous parameters that will define:
- The model's output: the level of creativity or determinism in the generated content (text, images),
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2 changes: 1 addition & 1 deletion docs/docs/tutorials/4-response-streaming.md
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# 4. Response Streaming
# Response Streaming

LLMs generate text one token at a time, so many LLM providers offer a way to stream the response
token-by-token instead of waiting for the entire text to be generated.
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7 changes: 0 additions & 7 deletions docs/docs/tutorials/calling-tools.md

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2 changes: 1 addition & 1 deletion docs/docs/tutorials/chains.md
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# 8. Chains
# Chains

Coming soon
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# 6. Classifier

Coming soon

[In-memory embedding store](https://github.com/langchain4j/langchain4j-examples/blob/main/other-examples/src/main/java/embedding/store/InMemoryEmbeddingStoreExample.java) (
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# Classification

Coming soon

[In-memory embedding store](https://github.com/langchain4j/langchain4j-examples/blob/main/other-examples/src/main/java/embedding/store/InMemoryEmbeddingStoreExample.java) (
can be persisted)
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# 7. Embedding (Vector) Store

- [Example of using in-memory embedding store](https://github.com/langchain4j/langchain4j-examples/blob/main/other-examples/src/main/java/embedding/store/InMemoryEmbeddingStoreExample.java)
- [Example of using Chroma embedding store](https://github.com/langchain4j/langchain4j-examples/blob/main/chroma-example/src/main/java/ChromaEmbeddingStoreExample.java)
- [Example of using Elasticsearch embedding store](https://github.com/langchain4j/langchain4j-examples/blob/main/elasticsearch-example/src/main/java/ElasticsearchEmbeddingStoreExample.java)
- [Example of using Milvus embedding store](https://github.com/langchain4j/langchain4j-examples/blob/main/milvus-example/src/main/java/MilvusEmbeddingStoreExample.java)
- [Example of using Neo4j embedding store](https://github.com/langchain4j/langchain4j-examples/blob/main/neo4j-example/src/main/java/Neo4jEmbeddingStoreExample.java)
- [Example of using OpenSearch embedding store](https://github.com/langchain4j/langchain4j-examples/blob/main/opensearch-example/src/main/java/OpenSearchEmbeddingStoreExample.java)
- [Example of using Pinecone embedding store](https://github.com/langchain4j/langchain4j-examples/blob/main/pinecone-example/src/main/java/PineconeEmbeddingStoreExample.java)
- [Example of using Qdrant embedding store](https://github.com/langchain4j/langchain4j-examples/blob/main/qdrant-example/src/main/java/QdrantEmbeddingStoreExample.java)
- [Example of using Redis embedding store](https://github.com/langchain4j/langchain4j-examples/blob/main/redis-example/src/main/java/RedisEmbeddingStoreExample.java)
- [Example of using Vespa embedding store](https://github.com/langchain4j/langchain4j-examples/blob/main/vespa-example/src/main/java/VespaEmbeddingStoreExample.java)
- [Example of using Weaviate embedding store](https://github.com/langchain4j/langchain4j-examples/blob/main/weaviate-example/src/main/java/WeaviateEmbeddingStoreExample.java)

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# Embedding (Vector) Stores

- [Example of using in-memory embedding store](https://github.com/langchain4j/langchain4j-examples/blob/main/other-examples/src/main/java/embedding/store/InMemoryEmbeddingStoreExample.java)
- [Example of using Chroma embedding store](https://github.com/langchain4j/langchain4j-examples/blob/main/chroma-example/src/main/java/ChromaEmbeddingStoreExample.java)
- [Example of using Elasticsearch embedding store](https://github.com/langchain4j/langchain4j-examples/blob/main/elasticsearch-example/src/main/java/ElasticsearchEmbeddingStoreExample.java)
- [Example of using Milvus embedding store](https://github.com/langchain4j/langchain4j-examples/blob/main/milvus-example/src/main/java/MilvusEmbeddingStoreExample.java)
- [Example of using Neo4j embedding store](https://github.com/langchain4j/langchain4j-examples/blob/main/neo4j-example/src/main/java/Neo4jEmbeddingStoreExample.java)
- [Example of using OpenSearch embedding store](https://github.com/langchain4j/langchain4j-examples/blob/main/opensearch-example/src/main/java/OpenSearchEmbeddingStoreExample.java)
- [Example of using Pinecone embedding store](https://github.com/langchain4j/langchain4j-examples/blob/main/pinecone-example/src/main/java/PineconeEmbeddingStoreExample.java)
- [Example of using Qdrant embedding store](https://github.com/langchain4j/langchain4j-examples/blob/main/qdrant-example/src/main/java/QdrantEmbeddingStoreExample.java)
- [Example of using Redis embedding store](https://github.com/langchain4j/langchain4j-examples/blob/main/redis-example/src/main/java/RedisEmbeddingStoreExample.java)
- [Example of using Vespa embedding store](https://github.com/langchain4j/langchain4j-examples/blob/main/vespa-example/src/main/java/VespaEmbeddingStoreExample.java)
- [Example of using Weaviate embedding store](https://github.com/langchain4j/langchain4j-examples/blob/main/weaviate-example/src/main/java/WeaviateEmbeddingStoreExample.java)

More info coming soon
2 changes: 1 addition & 1 deletion docs/docs/tutorials/image-models.md
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# 12. Image Models
# Image Models

Creating images: example in https://github.com/langchain4j/langchain4j-examples/blob/main/tutorials/src/main/java/_02_OpenAiImageModelExamples.java

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# 15. Logging
# Logging

### Model requests and responses
Console output can be switched on and off by setting `.logRequests()` and `.logResponses()` on the model
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2 changes: 1 addition & 1 deletion docs/docs/tutorials/quarkus-integration.md
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# 13. Quarkus Integration
# Quarkus Integration

Coming soon
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# 10. Chat with Documents (RAG)

- [Chat with Documents](https://github.com/langchain4j/langchain4j-examples/blob/main/other-examples/src/main/java/ChatWithDocumentsExamples.java)

Coming soon
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# Chat with Documents (RAG)

- [Chat with Documents](https://github.com/langchain4j/langchain4j-examples/blob/main/other-examples/src/main/java/ChatWithDocumentsExamples.java)

Coming soon
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# 14. Spring Boot Integration
# Spring Boot Integration


## Compatibility
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# 5. Return POJOs

[Example of extracting POJOs from text]( https://github.com/langchain4j/langchain4j-examples/blob/337186583f4dc5e4e122b0cdf0a42ddb586c7fe0/other-examples/src/main/java/OtherServiceExamples.java#L133)

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# Structured Data Extraction

[Example of extracting POJOs from text]( https://github.com/langchain4j/langchain4j-examples/blob/337186583f4dc5e4e122b0cdf0a42ddb586c7fe0/other-examples/src/main/java/OtherServiceExamples.java#L133)

More info coming soon
7 changes: 7 additions & 0 deletions docs/docs/tutorials/tools.md
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# Tools

Coming soon

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