feat: add ZeroEntropy reranker#193
Open
flamerged wants to merge 1 commit into
Open
Conversation
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
Add this suggestion to a batch that can be applied as a single commit.This suggestion is invalid because no changes were made to the code.Suggestions cannot be applied while the pull request is closed.Suggestions cannot be applied while viewing a subset of changes.Only one suggestion per line can be applied in a batch.Add this suggestion to a batch that can be applied as a single commit.Applying suggestions on deleted lines is not supported.You must change the existing code in this line in order to create a valid suggestion.Outdated suggestions cannot be applied.This suggestion has been applied or marked resolved.Suggestions cannot be applied from pending reviews.Suggestions cannot be applied on multi-line comments.Suggestions cannot be applied while the pull request is queued to merge.Suggestion cannot be applied right now. Please check back later.
Target:
danny-avila/agents:mainBranch:
feature/zeroentropy-rerankerCommit:
b673d8103cea9b8d0d86ca63964658df3de935e0Companion PR:
danny-avila/LibreChat#13263feat/zeroentropy-rerankerdevWhy This Matters
ZeroEntropy documents
zerank-2as its flagship state-of-the-art reranker. Adding it here gives LibreChat's agent search path access to a modern cross-encoder reranker that can improve result ordering after first-pass retrieval, with configurable API URL/model support for teams that want ZeroEntropy Cloud, EU endpoints, or self-hosted/commercial-license deployments.This is a high-leverage upgrade for web search and RAG-style tool use: better reranking means the model sees more relevant sources earlier, without changing the search provider itself.
References:
Summary
Adds a ZeroEntropy reranker implementation using the rerank API, including:
zerank-2-ready request/response mappingcreateSearchTool/createRerankerwiringTests
Dependency Notes
No separate ZeroEntropy SDK dependency is added; implementation uses existing HTTP client utilities. The companion LibreChat PR requires a published
@librechat/agentsversion that supportsrerankerType: "zeroentropy",zeroEntropyApiKey,zeroEntropyApiUrl, andzeroEntropyModel.Residual Risks
No live ZeroEntropy API validation was run.