Phase 4: Embedding Ecosystem#146

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oss-amikos wants to merge 32 commits intomainfrom

feature/phase-04-embedding-ecosystem

Commits on Apr 1, 2026

chore: add Phase 11 (Local/Embedded Client) to roadmap for #111
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docs(04): capture phase context for embedding ecosystem
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docs(state): record phase 04 context session
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docs(04): research phase embedding ecosystem
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docs(04): add research and validation strategy for embedding ecosystem
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docs(04): create phase plan for embedding ecosystem
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docs(04): fix validation map to match actual plan numbers
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feat(04-01): add sparse/content embedding interfaces, content types, and adapters
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feat(04-02): add RerankingFunction interface and Cohere/Jina providers
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test(04-01): add unit tests for sparse/content embedding interfaces and content types
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test(04-02): add WireMock tests for reranking providers
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docs(04-01): complete embedding foundation interfaces plan
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feat(04-03): add Gemini, Bedrock, and Voyage dense embedding providers
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docs(04-02): complete reranking interface and providers plan
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test(04-03): add unit tests for Gemini, Bedrock, and Voyage providers
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docs(04-03): complete dense embedding providers plan
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Merge branch 'worktree-agent-a5764d7f' into feature/phase-04-embedding-ecosystem
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Merge branch 'worktree-agent-a5c33608' into feature/phase-04-embedding-ecosystem
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Merge branch 'worktree-agent-a15dd46d' into feature/phase-04-embedding-ecosystem
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feat(04-04): implement BM25 sparse embedding pipeline
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test(04-04): add ChromaCloudSplade provider and unit tests for BM25 + Splade
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docs(04-04): complete BM25 and ChromaCloudSplade sparse providers plan
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test(04-05): add failing tests for EmbeddingFunctionRegistry
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feat(04-05): implement EmbeddingFunctionRegistry with 3 factory maps
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docs(04-05): complete EmbeddingFunctionRegistry plan
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fix(04-05): restore backward-compatible error messages in EmbeddingFunctionResolver
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test(04): complete UAT - 9 passed, 0 issues
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Fix embedding ecosystem review findings
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