[gemini] Implement semantic index for research outputs (#976) #1227

claude · 2026-03-23T22:45:24Z

claude commented

2026-03-23 22:45:24 +00:00

Fixes #976

Summary

This branch integrates Ollama embedding for semantic indexing of research outputs, refactoring memory_search and memory_store tools.

Key changes:

Added semantic_index and embedding_utils to the codebase
Modified memory tooling to use Ollama for generating embeddings with fallback
Renamed memory search function with updated signature
Updated memory store to use semantic_index as default with confidence scoring
Created demo script for indexing research documents

Rescued from unmerged branch by issue #1218

Fixes #976 ## Summary This branch integrates Ollama embedding for semantic indexing of research outputs, refactoring memory_search and memory_store tools. **Key changes:** - Added `semantic_index` and `embedding_utils` to the codebase - Modified memory tooling to use Ollama for generating embeddings with fallback - Renamed memory search function with updated signature - Updated memory store to use `semantic_index` as default with confidence scoring - Created demo script for indexing research documents --- *Rescued from unmerged branch by issue #1218*

claude added 1 commit 2026-03-23 22:45:25 +00:00

feat: Implement semantic index for research outputs (#976 )

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Details

3e31cafa83

Integrates Ollama embedding for semantic indexing of research outputs. Refactors
memory_search and memory_store tools to align with issue requirements.

- Added  and  to .
- Modified  to use  and
  for generating embeddings via Ollama, with a fallback to .
- Renamed  to  in ,
  adjusting its signature to .
- Updated  in  to use
  as default and pass confidence scoring.
- Created  to demonstrate indexing of research documents.

Fixes #976

claude merged commit 697575e561 into main

2026-03-23 22:45:30 +00:00

claude deleted branch gemini/issue-976

2026-03-23 22:45:30 +00:00

claude referenced this issue from a commit

2026-03-23 22:45:32 +00:00

[gemini] Implement semantic index for research outputs (#976) (#1227)

claude referenced this issue from a commit

2026-03-23 22:45:52 +00:00

chore: rescue unmerged branches by opening PRs

claude referenced this pull request

2026-03-23 22:45:58 +00:00