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@tmc tmc released this 16 Feb 22:07
v0.1.13
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v0.1.13 Release Notes

Highlight: MongoDB Vector Store Integration

We're excited to announce full MongoDB vector store support, one of our most requested features!

  • Complete MongoDB vector store implementation with production-ready features
  • Comprehensive documentation and examples
  • Containerized testing suite for reliability
  • Upgraded to mongo-go-driver v2.0.0 for improved performance
  • Thanks to @prestonvasquez for this significant contribution!

Major Features & Improvements

  • Added Mistral embeddings support with PGVector example by @mathiasb
  • Added Perplexity AI tool integration by @sklinkert
  • Added support for OpenAI structured output and image+text content by @lifejwang11
  • Added fake LLM package for testing by @devalexandre

Provider Updates

OpenAI

  • Reflected max_token field deprecation
  • Added completion_tokens_details to usage response
  • Added reasoning tokens support for both regular and streaming responses
  • Added O1-preview example and documentation

Google AI

  • Added system instructions support for Vertex
  • Added JSONMode and ResponseMIMEType support
  • Improved test resilience for model randomness

Anthropic

  • Added beta header support
  • Improved error event type handling

Mistral

  • Updated dependency version
  • Added support for default llms.WithTools implementation

DeepSeek

  • Added ReasoningContent field for reasoner model by @semioz

Breaking Changes

  • Upgraded to mongo-go-driver v2.0.0
  • Replaced deprecated agents.Initialize in examples

Detailed Changelog

What's Changed

  • googleai: add support for system instructions in vertex too by @eliben in #930
  • googleai: refactor shared test a bit and make it more resilient to model randomness by @eliben in #936
  • googleai: update dependency version by @eliben in #939
  • anthropic: add support for beta header by @tmc in #967
  • anthropic: add improved handling of other error event types by @tmc in #1012
  • openai: reflect max_token field deprecation by @tmc in #1013
  • openai: add completion_tokens_details to usage response by @tmc in #1014
  • openai: add reasoning tokens to usage response by @tmc in #1015
  • openai: add reasoning tokens to streaming response by @tmc in #1016
  • examples: add openai o1-preview example by @tmc in #1017
  • examples: improve o1 readme by @tmc in #1020
  • examples: update to v0.1.13-pre.0 by @tmc in #1021
  • llms: fix unkeyed fields in GenerateFromSinglePrompt struct by @iocron in #926
  • ci: upgrade golangci lint version by @wangjiancn in #928
  • examples: add perplexity completion example by @sklinkert in #977
  • agents: optimize the mrkl prompt by @Alan796 in #976
  • docs: fix Type method missing from OutputParser by @chxru in #972
  • outputparser: improve BooleanOutputParser by @amitaifrey in #978
  • outputparser: improve DefinedOutputParser by @amitaifrey in #980
  • textsplitter: add option to join table rows by @corani in #981
  • googleai: add support for JSONMode and ResponseMIMEType by @mheck136 in #984
  • openai: add support for sending structured output request for chat completions api by @takeyamakenta in #986
  • redisvector: fix score threshold option by @acrmp in #1003
  • milvus: add skipFlushOnWrite option by @fatedier in #992
  • outputparser: use strings.Cut in structured parser by @anuraaga in #997
  • examples: replace deprecated agents.Initialize by @treywelsh in #1009
  • bedrock: fix unchecked error when stream channel is closed by @lucaronca in #998
  • llms: add fake package by @devalexandre in #935
  • examples: update pgvector README to use compose v2 by @elnoro in #969
  • llms/mistral: add support for default WithTools implementation by @douglarek in #970
  • vectorstores: add mongovector by @prestonvasquez in #1005
  • lint: fix settings and refactor package by @tmc in #1018
  • vectorstores: fix cosine similarity score calculation by @avi3tal in #1048
  • internal: fix data races by @nktks in #1080
  • tools: add perplexity AI by @sklinkert in #1061
  • vectorstores/weaviate,pinecone: do not return error when zero documents are retrieved by @mdelapenya in #1077
  • examples: add OpenAI json structured example by @lifejwang11 in #1098
  • textsplitter: add optional lenFunc to MarkdownTextSplitter by @pedramr in #1096
  • llms/mistral: implement embeddings.EmbedderClient for Mistral and add PGVector example by @mathiasb in #1086
  • vectorstores/weaviate: fix client creator by @taigrr in #1109
  • examples: add image and text content example for openai by @lifejwang11 in #1099
  • test: containerize mongovector tests by @prestonvasquez in #1025
  • deps: update mistral go version by @fstau in #1102
  • deps: upgrade to mongo-go-driver v2.0.0 by @prestonvasquez in #1087
  • docs: update Discord invite link in README by @danielmerja in #1118
  • docs: add mongovector README and example by @prestonvasquez in #1063
  • llms/deepseek: add ReasoningContent field for reasoner model by @semioz in #1121
  • docs: fix documentation publishing by @FluffyKebab in #1123
  • docs: fix artifact upload in documentation publishing by @FluffyKebab in #1124

New Contributors

Full Changelog: v0.1.12...v0.1.13

Contributors

tmc, anuraaga, and 29 other contributors
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