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Merge pull request #110 from SpillwaveSolutions/feat/phase5-storage-abstraction
feat: Phase 5 — Storage Backend Abstraction Layer
2 parents faddbdf + 1ff2f78 commit 2b2297d

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.claude/settings.local.json

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"Bash(/Users/richardhightower/clients/spillwave/src/doc-serve/.claude/skills/installing-local/remove.sh:*)",
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"Bash(git rev-parse:*)",
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"Bash(bash:*)",
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"Bash(poetry --version:*)"
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"Bash(poetry --version:*)",
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"Bash(node:*)",
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"Bash(poetry run black:*)",
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"Bash(gh pr create:*)",
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"Bash(gh pr edit:*)",
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"Bash(gh auth status:*)",
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"Bash(gh auth switch:*)",
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"Bash(.venv/bin/pip install:*)",
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"Bash(.venv/bin/pytest:*)",
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"Skill(gsd:new-milestone)",
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"Bash(poetry show:*)",
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"Bash(poetry run python:*)",
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"Bash(task:*)",
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"Bash(gh run list:*)",
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"Bash(git checkout:*)",
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"Bash(git pull:*)",
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"Skill(gsd:plan-phase)"
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]
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},
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"sandbox": {

.github/workflows/pr-qa-gate.yml

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qa-gate:
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name: Quality Assurance Gate
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runs-on: ubuntu-latest
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environment: ci-testing
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steps:
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- name: Free up disk space
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echo "✓ Versions aligned: $SERVER_VERSION"
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- name: Run tests with coverage (Server)
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env:
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OPENAI_API_KEY: ${{ secrets.OPENAI_API_KEY }}
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ANTHROPIC_API_KEY: ${{ secrets.ANTHROPIC_API_KEY }}
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COHERE_API_KEY: ${{ secrets.COHERE_API_KEY }}
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run: task server:pr-qa-gate
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- name: Run tests with coverage (CLI)

.github/workflows/provider-e2e.yml

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provider-tests:
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name: Provider Tests - ${{ matrix.provider }}
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runs-on: ubuntu-latest
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environment: ci-testing
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if: github.event_name == 'push' || contains(github.event.pull_request.labels.*.name, 'test-providers')
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strategy:

.planning/REQUIREMENTS.md

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| Requirement | Phase | Status |
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|-------------|-------|--------|
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| STOR-01 | Phase 5 | Pending |
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| STOR-02 | Phase 5 | Pending |
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| STOR-03 | Phase 5 | Pending |
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| STOR-04 | Phase 5 | Pending |
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| CONF-01 | Phase 5 | Pending |
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| CONF-02 | Phase 5 | Pending |
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| CONF-03 | Phase 5 | Pending |
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| STOR-01 | Phase 5 | Done |
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| STOR-02 | Phase 5 | Done |
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| STOR-03 | Phase 5 | Done |
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| STOR-04 | Phase 5 | Done |
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| CONF-01 | Phase 5 | Done |
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| CONF-02 | Phase 5 | Done |
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| CONF-03 | Phase 5 | Done |
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| PGVEC-01 | Phase 6 | Pending |
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| PGVEC-02 | Phase 6 | Pending |
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| PGVEC-03 | Phase 6 | Pending |

.planning/ROADMAP.md

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3. ChromaBackend adapter passes all storage protocol operations without breaking existing functionality
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4. Environment variable AGENT_BRAIN_STORAGE_BACKEND overrides config file selection
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5. Server startup validates backend configuration and fails fast on misconfiguration
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**Plans**: TBD
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**Plans**: 2 plans
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Plans:
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- [ ] 05-01: TBD
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- [ ] 05-02: TBD
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- [x] 05-01-PLAN.md — StorageBackendProtocol definition, StorageConfig YAML schema, backend factory
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- [x] 05-02-PLAN.md — ChromaBackend adapter, service refactor to protocol, integration verification
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#### Phase 6: PostgreSQL Backend Implementation
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**Goal**: Implement PostgreSQL backend with pgvector for vector search, tsvector for full-text search, and proper async connection pooling
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| 2. Pluggable Providers | v3.0 | 4/4 | Complete | 2026-02-09 |
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| 3. Schema-Based GraphRAG | v3.0 | 2/2 | Complete | 2026-02-10 |
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| 4. Provider Integration Testing | v3.0 | 2/2 | Complete | 2026-02-10 |
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| 5. Storage Abstraction | v5.0 | 0/? | Not started | - |
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| 5. Storage Abstraction | v5.0 | 2/2 | Complete | 2026-02-10 |
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| 6. PostgreSQL Backend | v5.0 | 0/? | Not started | - |
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| 7. Testing & CI | v5.0 | 0/? | Not started | - |
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| 8. Plugin & Documentation | v5.0 | 0/? | Not started | - |
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---
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*Roadmap created: 2026-02-07*
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*Last updated: 2026-02-10 — v5.0 roadmap created with 4 phases covering 34 requirements*
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*Last updated: 2026-02-10 — Phase 5 complete (2/2 plans, verified)*

.planning/STATE.md

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**Last Updated:** 2026-02-10
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**Current Milestone:** v5.0 PostgreSQL Backend
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**Status:** Ready to plan Phase 5
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**Status:** Phase 5 complete — ready for Phase 6
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## Current Position
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Phase: 5 of 8 (Storage Backend Abstraction Layer)
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Plan: Ready to plan (no plans created yet)
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Status: Ready to plan
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Last activity: 2026-02-10 — v5.0 roadmap created with 4 phases covering 34 requirements
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Phase: 5 of 8 (Storage Backend Abstraction Layer) — COMPLETE
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Plan: 2 of 2 complete
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Status: Verified — 11/11 must-haves, 5/5 success criteria
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Last activity: 2026-02-10 — Phase 5 verified and complete
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Progress: [████░░░░░░] 50% (v3.0 milestone complete, v5.0 milestone started)
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Progress: [██░░░░░░░░] 25% (Phase 5 complete, Phases 6-8 remaining)
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## Project Reference
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See: .planning/PROJECT.md (updated 2026-02-10)
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**Core value:** Developers can semantically search their entire codebase and documentation through a single, fast, local-first API that understands code structure and relationships
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**Current focus:** Phase 5 - Storage Backend Abstraction Layer
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**Current focus:** Phase 6 - PostgreSQL Backend Implementation
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## Milestone Summary
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```
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v3.0 Advanced RAG: [██████████] 100% (shipped 2026-02-10)
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v5.0 PostgreSQL: [░░░░░░░░░░] 0% (4 phases, 34 requirements)
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v5.0 PostgreSQL: [██░░░░░░░░] 25% (Phase 5 complete, 3 phases remaining)
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```
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## Performance Metrics
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| Phase 4: Provider Integration Testing | 2 | Complete |
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**v5.0 milestone:**
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- Total plans: TBD (to be determined during phase planning)
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- Expected phases: 4 (Phases 5-8)
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- Requirements coverage: 34/34 mapped (100%)
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- Total plans: TBD (Phase 5: 2 plans, Phases 6-8: TBD during planning)
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- Phase 5: 2/2 plans complete (05-01, 05-02)
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- Average duration: ~10 minutes per plan
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- Requirements coverage: 34/34 mapped (100%), 7/34 done
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*Updated after v5.0 roadmap creation*
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**Phase 5 Metrics:**
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| Plan | Duration | Tasks | Tests Added | Status |
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|------|----------|-------|-------------|--------|
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| 05-01 | 8 min | 3/3 | +33 | Complete |
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| 05-02 | 11 min | 3/3 | +20 | Complete |
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## Accumulated Context
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### From v3.0 Advanced RAG
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- Pluggable provider pattern (YAML config) works well — reuse for backend selection
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- Storage layer currently tightly coupled to ChromaDB — will need abstraction
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- 505 tests passing, 70% coverage — must maintain through refactor
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- Pluggable provider pattern (YAML config) works well — reused for backend selection
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- 559 tests passing, 70% coverage after Phase 5 refactor
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- Existing architecture: ChromaDB (vectors), disk BM25 (keyword), SimplePropertyGraphStore (graph)
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- Dual-layer validation pattern (startup warning + runtime error) proven effective
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### Decisions
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Recent decisions from PROJECT.md affecting v5.0 work:
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### From Phase 5 (Storage Abstraction)
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- StorageBackendProtocol defines 11 async methods (initialize, upsert, vector_search, keyword_search, etc.)
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- ChromaBackend wraps VectorStoreManager + BM25IndexManager via composition
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- BM25 scores normalized to 0-1 (per-query max normalization)
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- Backend factory: env var > YAML > default("chroma")
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- Services accept both old-style (vector_store, bm25_manager) and new (storage_backend) constructors
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- v3.0: Skill + CLI over MCP — User preference: simpler, less context overhead
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- v3.0: Dual-layer validation (startup warning + indexing error) — Warns on startup, blocks only when data integrity at risk
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- v3.0: CI matrix with conditional API key checks — Tests skip gracefully, config tests always run
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- v5.0: PostgreSQL as optional dual backend — ChromaDB remains default for local-first simplicity
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### Pending Todos
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### Decisions
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None yet (v5.0 milestone just started).
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- v3.0: Skill + CLI over MCP — simpler, less context overhead
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- v3.0: Dual-layer validation (startup warning + indexing error)
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- v3.0: CI matrix with conditional API key checks
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- v5.0: PostgreSQL as optional dual backend — ChromaDB remains default
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- 05-01: Protocol over ABC — structural subtyping, no inheritance required
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- 05-01: Normalize scores to 0-1 range — consistent across backends
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- 05-01: Singleton factory pattern — matches existing pattern
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- 05-02: Adapter pattern — composition over code movement
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- 05-02: BM25 rebuild stays in IndexingService — full-corpus operation
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- 05-02: Per-query BM25 normalization — divide by max score
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- 05-02: Backward-compatible constructors — preserves 505+ test patterns
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### Blockers/Concerns
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**Phase 5 (Storage Abstraction):**
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- Must design async-first protocol before implementation to avoid sync/async mixing pitfalls
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- ChromaDB is synchronous; must wrap in asyncio.to_thread() for protocol compliance
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**Phase 6 (PostgreSQL Implementation):**
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- LlamaIndex llama-index-vector-stores-postgres version compatibility with existing llama-index-core ^0.14.0 needs validation
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- Connection pool sizing must be tuned for concurrent load (research shows default 10 may be insufficient)
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- HNSW index build on large corpora (100k+ docs) can take hours and consume 64GB+ memory
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**Phase 7 (Testing & CI):**
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- CI must support PostgreSQL service container without breaking existing ChromaDB-only tests
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- Score normalization between ChromaDB BM25 (0-10 range) and PostgreSQL ts_rank (0-1 range) needs tuning
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- Score normalization between ChromaDB BM25 and PostgreSQL ts_rank needs tuning
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**Phase 8 (Plugin & Documentation):**
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- Plugin must guide users through backend selection without overwhelming with complexity
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- Documentation must clarify no auto-migration tool (users rebuild from source)
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## Session Continuity
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Last session: 2026-02-10 (roadmap creation)
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Stopped at: Created v5.0 roadmap with 4 phases, validated 100% requirement coverage (34/34 requirements mapped)
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Resume file: None (start with /gsd:plan-phase 5)
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Last session: 2026-02-10 (Phase 5 execution + verification)
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Stopped at: Phase 5 complete and verified. Ready for Phase 6 planning.
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Resume file: Run `/gsd:plan-phase 6` to start Phase 6 (PostgreSQL Backend Implementation)
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*State updated: 2026-02-10*

.planning/config.json

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"migrated_at": "2026-02-07",
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"legacy_path": ".speckit/"
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}
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}
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}

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