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Title: GitHub - cupybara/java-langchains: A Java 8+ LangChain implementation. Build powerful LLM based applications in an (enterprise) Java context. · GitHub

Open Graph Title: GitHub - cupybara/java-langchains: A Java 8+ LangChain implementation. Build powerful LLM based applications in an (enterprise) Java context.

X Title: GitHub - cupybara/java-langchains: A Java 8+ LangChain implementation. Build powerful LLM based applications in an (enterprise) Java context.

Description: A Java 8+ LangChain implementation. Build powerful LLM based applications in an (enterprise) Java context. - cupybara/java-langchains

Open Graph Description: A Java 8+ LangChain implementation. Build powerful LLM based applications in an (enterprise) Java context. - cupybara/java-langchains

X Description: A Java 8+ LangChain implementation. Build powerful LLM based applications in an (enterprise) Java context. - cupybara/java-langchains

Opengraph URL: https://github.com/cupybara/java-langchains

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	https://github.com/cupybara/java-langchains/commits/master/
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LICENSE	https://github.com/cupybara/java-langchains/blob/master/LICENSE
README.md	https://github.com/cupybara/java-langchains/blob/master/README.md
README.md	https://github.com/cupybara/java-langchains/blob/master/README.md
pom.xml	https://github.com/cupybara/java-langchains/blob/master/pom.xml
pom.xml	https://github.com/cupybara/java-langchains/blob/master/pom.xml
README	https://github.com/cupybara/java-langchains
MIT license	https://github.com/cupybara/java-langchains
	https://github.com/cupybara/java-langchains/blob/master/misc/logo.svg
	https://github.com/cupybara/java-langchains
hwchase17/langchain	https://github.com/hwchase17/langchain
Dependency	https://github.com/cupybara/java-langchains#dependency
Chains	https://github.com/cupybara/java-langchains#chains
Base	https://github.com/cupybara/java-langchains#base
Logging	https://github.com/cupybara/java-langchains#logging
Data	https://github.com/cupybara/java-langchains#data
Reader	https://github.com/cupybara/java-langchains#reader
Read Documents from In Memory PDF	https://github.com/cupybara/java-langchains#read-documents-from-in-memory-pdf
Read Documents from PDF	https://github.com/cupybara/java-langchains#read-documents-from-pdf
Retrieval	https://github.com/cupybara/java-langchains#retrieval
Retrieve Documents from Elasticsearch Index	https://github.com/cupybara/java-langchains#retrieve-documents-from-elasticsearch-index
Retrieve Documents from Lucene Directory	https://github.com/cupybara/java-langchains#retrieve-documents-from-lucene-directory
Retrieve Documents from a relational database	https://github.com/cupybara/java-langchains#retrieve-documents-from-rdbms
Writer	https://github.com/cupybara/java-langchains#writer
Write Documents to Elasticsearch Index	https://github.com/cupybara/java-langchains#write-documents-to-elasticsearch-index
Write Documents to Lucene Directory	https://github.com/cupybara/java-langchains#write-documents-to-lucene-directory
LLM	https://github.com/cupybara/java-langchains#llm
Azure	https://github.com/cupybara/java-langchains#azure
Azure Chat	https://github.com/cupybara/java-langchains#azure-chat
Azure Completions	https://github.com/cupybara/java-langchains#azure-completions
OpenAI	https://github.com/cupybara/java-langchains#openai
OpenAI Chat	https://github.com/cupybara/java-langchains#openai-chat
OpenAI Completions	https://github.com/cupybara/java-langchains#openai-completions
QA	https://github.com/cupybara/java-langchains#qa
Modify Documents	https://github.com/cupybara/java-langchains#modify-documents
Combine Documents	https://github.com/cupybara/java-langchains#combine-documents
Map LLM results to answers with sources	https://github.com/cupybara/java-langchains#map-llm-results-to-answers-with-sources
Split Documents	https://github.com/cupybara/java-langchains#split-documents
Usage behind a corporate proxy	https://github.com/cupybara/java-langchains#usage-behind-a-corporate-proxy
Use Cases	https://github.com/cupybara/java-langchains#use-cases
Document Comparison	https://github.com/cupybara/java-langchains#document-comparison
Retrieval Question-Answering Chain	https://github.com/cupybara/java-langchains#retrieval-question-answering-chain
	https://github.com/cupybara/java-langchains#dependency
cupybara	https://github.com/cupybara
	https://github.com/cupybara/java-langchains#deprecated-older-dependency
	https://github.com/cupybara/java-langchains#chains
Chain	https://github.com/cupybara/java-langchains/blob/master/src/main/java/io/github/cupybara/javalangchains/chains/Chain.java
	https://github.com/cupybara/java-langchains#base
	https://github.com/cupybara/java-langchains#logging
LoggingChain	https://github.com/cupybara/java-langchains/blob/master/src/main/java/io/github/cupybara/javalangchains/chains/base/logging/LoggingChain.java
RetrievalQaTest	https://github.com/cupybara/java-langchains/blob/master/src/test/java/io/github/cupybara/javalangchains/usecases/RetrievalQaTest.java
ApplyToStreamInputChain	https://github.com/cupybara/java-langchains/blob/master/src/main/java/io/github/cupybara/javalangchains/chains/base/ApplyToStreamInputChain.java
	https://github.com/cupybara/java-langchains#data
	https://github.com/cupybara/java-langchains#reader
	https://github.com/cupybara/java-langchains#read-documents-from-in-memory-pdf
ReadDocumentsFromInMemoryPdfChainTest	https://github.com/cupybara/java-langchains/blob/master/src/test/java/io/github/cupybara/javalangchains/chains/data/read/ReadDocumentsFromInMemoryPdfChainTest.java
	https://github.com/cupybara/java-langchains#read-documents-from-pdf
ReadDocumentsFromPdfChainTest	https://github.com/cupybara/java-langchains/blob/master/src/test/java/io/github/cupybara/javalangchains/chains/data/read/ReadDocumentsFromPdfChainTest.java
	https://github.com/cupybara/java-langchains#retrieval
	https://github.com/cupybara/java-langchains#retrieve-documents-from-elasticsearch-index
ElasticsearchRetrievalChainIT	https://github.com/cupybara/java-langchains/blob/master/src/test/java/io/github/cupybara/javalangchains/chains/data/retrieval/ElasticsearchRetrievalChainIT.java
	https://github.com/cupybara/java-langchains#retrieve-documents-from-lucene-directory
LuceneRetrievalChainTest	https://github.com/cupybara/java-langchains/blob/master/src/test/java/io/github/cupybara/javalangchains/chains/data/retrieval/LuceneRetrievalChainTest.java
	https://github.com/cupybara/java-langchains#retrieve-documents-from-rdbms
JdbcRetrievalChainIT	https://github.com/cupybara/java-langchains/blob/master/src/test/java/io/github/cupybara/javalangchains/chains/data/retrieval/JdbcRetrievalChainIT.java
	https://github.com/cupybara/java-langchains#writer
	https://github.com/cupybara/java-langchains#write-documents-to-elasticsearch-index
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	https://github.com/cupybara/java-langchains#azure
	https://github.com/cupybara/java-langchains#azure-chat
AzureOpenAiChatCompletionsChainIT	https://github.com/cupybara/java-langchains/blob/master/src/test/java/io/github/cupybara/javalangchains/chains/llm/azure/chat/AzureOpenAiChatCompletionsChainIT.java
	https://github.com/cupybara/java-langchains#azure-completions
	https://github.com/cupybara/java-langchains#openai
	https://github.com/cupybara/java-langchains#openai-chat
OpenAiChatCompletionsChainIT	https://github.com/cupybara/java-langchains/blob/master/src/test/java/io/github/cupybara/javalangchains/chains/llm/openai/chat/OpenAiChatCompletionsChainIT.java
	https://github.com/cupybara/java-langchains#openai-completions
	https://github.com/cupybara/java-langchains#qa
	https://github.com/cupybara/java-langchains#modify-documents
	https://github.com/cupybara/java-langchains#combine-documents
	https://github.com/cupybara/java-langchains#map-llm-results-to-answers-with-sources
	https://github.com/cupybara/java-langchains#split-documents
SplitDocumentsChainTest	https://github.com/cupybara/java-langchains/blob/master/src/test/java/io/github/cupybara/javalangchains/chains/qa/split/SplitDocumentsChainTest.java
	https://github.com/cupybara/java-langchains#usage-behind-a-corporate-proxy
WebClient	https://docs.spring.io/spring-framework/reference/web/webflux-webclient.html
AzureOpenAiChatCompletionsChain	https://github.com/cupybara/java-langchains/blob/master/src/main/java/io/github/cupybara/javalangchains/chains/llm/azure/chat/AzureOpenAiChatCompletionsChain.java
AzureOpenAiCompletionsChain	https://github.com/cupybara/java-langchains/blob/master/src/main/java/io/github/cupybara/javalangchains/chains/llm/azure/completions/AzureOpenAiCompletionsChain.java
OpenAiChatCompletionsChain	https://github.com/cupybara/java-langchains/blob/master/src/main/java/io/github/cupybara/javalangchains/chains/llm/openai/chat/OpenAiChatCompletionsChain.java
OpenAiCompletionsChain	https://github.com/cupybara/java-langchains/blob/master/src/main/java/io/github/cupybara/javalangchains/chains/llm/openai/completions/OpenAiCompletionsChain.java
this one from Baeldung	https://www.baeldung.com/spring-webflux-timeout
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official documentation	https://www.elastic.co/guide/en/elasticsearch/client/java-api-client/8.8/java-rest-low-usage-initialization.html
	https://github.com/cupybara/java-langchains#use-cases
	https://github.com/cupybara/java-langchains#document-comparison
following unit test	https://github.com/cupybara/java-langchains/blob/master/src/test/java/io/github/cupybara/javalangchains/usecases/DocumentComparisonTest.java
	https://github.com/cupybara/java-langchains/blob/master/misc/drawio/docment-comparison.svg
	https://github.com/cupybara/java-langchains#retrieval-question-answering-chain
following unit test	https://github.com/cupybara/java-langchains/blob/master/src/test/java/io/github/cupybara/javalangchains/usecases/RetrievalQaTest.java
cupybara.github.io/java-langchains-docs	https://cupybara.github.io/java-langchains-docs
azure-openai	https://github.com/topics/azure-openai
java	https://github.com/topics/java
langchain	https://github.com/topics/langchain
langchain-java	https://github.com/topics/langchain-java
large-language-models	https://github.com/topics/large-language-models
llm	https://github.com/topics/llm
openai	https://github.com/topics/openai
qa	https://github.com/topics/qa
Readme	https://github.com/cupybara/java-langchains#readme-ov-file
MIT license	https://github.com/cupybara/java-langchains#MIT-1-ov-file
Activity	https://github.com/cupybara/java-langchains/activity
Custom properties	https://github.com/cupybara/java-langchains/custom-properties
41 stars	https://github.com/cupybara/java-langchains/stargazers
3 watching	https://github.com/cupybara/java-langchains/watchers
8 forks	https://github.com/cupybara/java-langchains/forks
Report repository	https://github.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2Fcupybara%2Fjava-langchains&report=cupybara+%28user%29
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Terms	https://docs.github.com/site-policy/github-terms/github-terms-of-service
Privacy	https://docs.github.com/site-policy/privacy-policies/github-privacy-statement
Security	https://github.com/security
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