Skip to content

Add Superlinked (SIE) tool integration page#5445

Open
fm1320 wants to merge 1 commit intocrewAIInc:mainfrom
fm1320:add-superlinked-integration
Open

Add Superlinked (SIE) tool integration page#5445
fm1320 wants to merge 1 commit intocrewAIInc:mainfrom
fm1320:add-superlinked-integration

Conversation

@fm1320
Copy link
Copy Markdown

@fm1320 fm1320 commented Apr 14, 2026

Summary

Adds a docs page for Superlinked (SIE), a self-hosted inference engine for embedding, reranking, and extraction. The sie-crewai package provides CrewAI-native components:

  • SIERerankerTool - cross-encoder reranker as a CrewAI BaseTool
  • SIEExtractorTool - zero-shot entity / relation / classification / object-detection as a CrewAI BaseTool (GLiNER, GLiREL, GLiClass, GroundingDINO, OWL-v2)
  • SIESparseEmbedder - learned sparse vectors (SPLADE / BGE-M3) for hybrid search workflows
  • Dense embeddings via SIE's OpenAI-compatible endpoint, using CrewAI's built-in openai embedder config (no CrewAI-specific wrapper needed)

Files added / changed

  • docs/en/tools/search-research/superlinkedtool.mdx - new page
  • docs/docs.json - registered superlinkedtool under the "Search & Research" group in every English nav tree

Placement note

Placed under tools/search-research/ because that's where existing BaseTool-style integrations live (Exa, Tavily, Serper, Brave). Happy to move it if maintainers prefer another section, e.g. a new "Embeddings & Reranking" group, or a mention inside concepts/knowledge.mdx.

Links

Opened as a draft for maintainer review on placement and frontmatter.

Adds a docs page and Mintlify nav entry for sie-crewai, which provides
CrewAI tools backed by Superlinked's self-hosted inference engine:
SIERerankerTool for cross-encoder reranking, SIEExtractorTool for
zero-shot entity/relation/classification extraction, and SIESparseEmbedder
for hybrid search. Dense embeddings use SIE's OpenAI-compatible endpoint
via CrewAI's built-in openai embedder config.
@fm1320 fm1320 marked this pull request as ready for review April 14, 2026 14:54
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment

Labels

None yet

Projects

None yet

Development

Successfully merging this pull request may close these issues.

1 participant