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Author SHA1 Message Date
Thomas Vitale
f91ccf0047 Ollama: Update APIs, Testcontainers, Documentation 
Signed-off-by: Thomas Vitale <ThomasVitale@users.noreply.github.com>
 2024-05-05 17:25:51 +03:00
samzhu
70c8c5a529 docs: Fix typo in PgVectorStore dimensions property 2024-05-05 09:15:36 +02:00
Jemin Huh
fe07bfdff6 Docs: Fix filter expression reference to Elasticsearch Query string query 2024-05-05 09:13:32 +02:00
Christian Tzolov
670bf8e259 Adhere to Spring Framework code sytle 
- Wildcard imports such as import java.util.* or import static org.assertj.core.api.Assertions.* are forbidden, even in test code.
   https://github.com/spring-projects/spring-framework/wiki/Code-Style#import-statements
 2024-05-04 20:32:37 +03:00
mck
8a5f9dfb22 Add option to CassandraVectorStore to return embeddings in documents from similarity searches 2024-05-04 16:15:13 +02:00
Thomas Vitale
6e40575977 Docs: Fix typos and add missing pieces 
Signed-off-by: Thomas Vitale <ThomasVitale@users.noreply.github.com>
 2024-05-04 15:39:14 +02:00
mck
ac1a0d67e9 Avoid calling CREATE KEYSPACE|TABLE IF NOT EXISTS … unnecessarily 
This also is a fix for AstraDB, which throws an exception if you try to `CREATE KEYSPACE IF NOT EXISTS …`
And use more compatible `USING 'StorageAttachedIndex'` index creation syntax.
 2024-05-04 15:36:24 +02:00
Shane Witbeck
3c40268d80 Fix PromptTemplate to handle Arrays/Lists 
Fixes #631
 2024-05-02 12:51:35 -04:00
Christian Tzolov
7252ba19f9 Udate azure open ai client ot 1.0.0-beta8. 
- In ITs rename property spring.ai.azure.openai.chat.options.model to spring.ai.azure.openai.chat.options.deployment-name.
   - Resolve compilation issues after the client library update.
 2024-04-30 15:44:16 +03:00
Christian Tzolov
9f32a3ca9c Add doc waring about gemini pro model function calling function calling degradation 2024-04-30 14:34:53 +03:00
Christian Tzolov
9cd01c59f6 temp 2024-04-30 11:46:40 +03:00
Lorenzo Caenazzo
b4194bda9d 🐛 Vertex API admit only one tool per request, but tools can have multiple function inside 2024-04-30 11:22:12 +03:00
Christian Tzolov
4b532aee12 Improve Elasticsearch Vector DB documentation 2024-04-30 10:53:06 +03:00
wmz7year
f90c51a729 Improve ElasticsearchVectorStore, 
- add index configuration and add support for ES response error handling.
 - rename dims to dimension propety.
 - add property javadocs
 - improve the elasticsearch javadoc.
 2024-04-30 09:58:21 +03:00
Thomas Vitale
082c6f1f03 Docs: Fix typos in embedding documents 
Signed-off-by: Thomas Vitale <ThomasVitale@users.noreply.github.com>
 2024-04-30 06:52:52 +02:00
Thomas Vitale
e5b224720a Docs: Fix typos in function calling documents 
Signed-off-by: Thomas Vitale <ThomasVitale@users.noreply.github.com>
 2024-04-30 06:52:52 +02:00
Christian Tzolov
20ea731cf6 Add OpenAI transcription merge tests. 
Fix missing granualaritytype option handling.
 2024-04-30 00:17:57 +03:00
Vaclav Bartacek
b9ba62507d Fix Neo4jVectorStore max allowed dimension size to 4096 
- The Neo4j "vector-2.0" index provider allows up to 4096 dimensions.
  - Remove upper dimension boundry check
 2024-04-28 20:30:06 +03:00
Christian Tzolov
9026263fd0 Fix javadoc after daf131be2c 2024-04-28 20:28:15 +03:00
mck
daf131be2c Fix column creation, when adding additional normal and embedding colums), and make index name unique (for when there are multiple vector indexes in the same keyspace) 
And change stream to for-loop when converting List<Double> to Float[] for performance
 2024-04-28 18:34:15 +03:00
wmz7year
a50969ec8b Bedrock Titan embedding client adds BedrockTitanEmbeddingOptions to support dynamic embedding request types. 2024-04-28 14:57:29 +08:00
Ricken Bazolo
5f9ecdd899 Fixing Log probability information 2024-04-26 21:05:28 +02:00
Christian Tzolov
7e03a15cf5 Mistral AI streaming function API change fix 2024-04-26 21:04:48 +02:00
Sagar Bhat
773b7bd3ca PgVectorStore: creating an index only if missing 
- Resolve an issue where a new index keeps getting created during application start up.
 - Solution is is to create an index only if an index on the embedding column does not exist.
 - Add missing index name.
 2024-04-26 19:03:45 +02:00
Ikko Eltociear Ashimine
db6f7cda3e Update AzureVectorStore.java 
minor fix
 2024-04-26 15:55:35 +02:00
Johnny Lim
a5923f5a79 Fix sample in "Manual Configuration" section of OpenAI Embeddings API 2024-04-26 13:35:33 +02:00
Dan Vega
6b9f8d3ac9 Implement a function, not functions 2024-04-26 13:34:38 +02:00
wmz7year
9e865f0b0f Add Bedrock Meta LLama3 AI model support. 
- re-enable llama structured output tests
 2024-04-25 16:22:47 +02:00
mck
b0add718a9 Fix CassandraVectorStoreAutoConfiguration's @ConditionalOnClass to not include EmbeddingClient 
Any autoconfigure on an embeddingClient was unnecessarily creating the CassandraVectorStore bean, and possible prematurely.
 2024-04-25 15:19:09 +02:00
jiacheo
9aa97b51a0 fix wrong document code examples 2024-04-25 14:38:51 +02:00
Shane Witbeck
b21427c3c6 Fix erroneous references to OpenAI 2024-04-25 14:37:58 +02:00
wmz7year
563f9b48af Bedrock client autoconfiguration support external AwsCredentialsProvider and AwsRegionProvider 2024-04-21 18:10:53 +08:00
Christian Tzolov
65e6880fa0 doc: add elasticsearch to nav catalog 2024-04-20 08:36:45 +02:00
Vincent Le
e9d7398811 Rewrite Elasticsearch documentation to follow Neo4J's format. 2024-04-20 08:30:27 +02:00
Vincent Le
9fbc09a5a4 Replace manual bean configuration with application.yml configuration. 2024-04-20 08:30:27 +02:00
Vincent Le
3b79a1a5c9 Add documentation for Elasticsearch VectorStore. 2024-04-20 08:30:27 +02:00
Philipp Hügelmeyer
8fa688fef6 Update qdrant.adoc 
Fixed java code.
 2024-04-20 08:19:02 +02:00
wmz7year
d3f2a8fb15 Fix bean name conflicts when using BedrockAnthropic and BedrockAnthropic3 at the same time. 2024-04-20 07:50:57 +02:00
wmz7year
8c04b05631 Add support for AWS bedrock claude3 opus model support 2024-04-20 07:47:26 +02:00
omar.mahamid
6178b3dcc4 Fix CassandraVectorStoreConfig logger name 
aligne logger name with the className
 2024-04-20 07:40:01 +02:00
Christian Tzolov
be6081f08e fix: rename call to stream 2024-04-20 07:23:00 +02:00
Christian Tzolov
2cdd9b5138 Add (Streaming)ChatClient convinience defaults 
Facilitates the creation of multimodal message queries.
 2024-04-20 07:05:21 +02:00
Christian Tzolov
df92dff36a Fix OpenAI audio options merging order 
Resolves #601
 2024-04-19 18:43:47 +02:00
mck
0eaf7d05c9 Cassandra Vector Store initial impl follow up 
- add concurrency to store.add(..) (bc embeddingClient is slow)
- CassandraVectorStoreAutoConfiguration uses CassandraAutoConfiguration
- driver profiles for production stability+performance,
- small cleanups and naming fixes,
- main doc tidy-up
- astradb compatibility (protocol V4)
– don't create embeddings again for documents that already have them
  similar to https://github.com/spring-projects/spring-ai/pull/413
 2024-04-19 18:13:11 +02:00
Christian Tzolov
f698902d38 doc: Add top page about API multimodality suppot 
Resolves #573
 2024-04-19 11:11:47 +02:00
Mark Pollack
4230038b28 Remove unused ChatMessage class 2024-04-17 10:54:29 -04:00
Christian Tzolov
b8ca0bb876 doc: Improve Pinecone layout 2024-04-12 11:05:02 +02:00
Christian Tzolov
6c07c4cf8f doc:improve pgvector layout 2024-04-12 10:41:43 +02:00
Philipp Zehnder
d4f866ed3a Update documentation for azure open ai chat 2024-04-12 08:58:44 +02:00
omar.mahamid
bc7460b540 Update contribution-guidelines.adoc 
fix broken link
 2024-04-12 08:57:31 +02:00