Fix Replicate API for Gemini models and improve embed() #680
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Outdated suggestions cannot be applied.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.
Summary
Fixes Replicate API to properly support Gemini models and improves the embed() function to be more robust.
Problem
When using Gemini models (e.g.,
google/gemini-2.5-flash) on Replicate:system_promptfield is ignored - Gemini needs the system message in the main promptstream()method returns empty results - Gemini needsrun()insteadChanges
Gemini Model Support
system_promptis ignored)run()instead ofstream()for Gemini modelsImproved embed() Function
mark3labs/embeddings-gte-basefor chat modelsUsage
To use Gemini on Replicate, configure your profile:
{ "model": "replicate/google/gemini-2.5-flash", "embedding": "replicate/mark3labs/embeddings-gte-base" }Testing
Tested with:
google/gemini-2.5-flashfor chatmark3labs/embeddings-gte-basefor embeddingsBoth work correctly with this fix.