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[TRACKING] v0.4 release milestone — full deliverables checklist
enhancementImprovement to existing featureImprovement to existing featurepriority: p1-criticalMust ship in the next releaseMust ship in the next releasestatus: open-for-contributionNot assigned - free to claimNot assigned - free to claimStatus: Open.#33 In Neal006/memorylens;test: Add integration tests for all v0.4 features (GraphMemory, contradiction_score, scenarios)
area: memory-backendMemory backend implementations (memory/)Memory backend implementations (memory/)area: metricsEvaluation metrics (evaluation/metrics.py)Evaluation metrics (evaluation/metrics.py)difficulty: intermediateRequires familiarity with the codebaseRequires familiarity with the codebasehacktoberfestEligible for Hacktoberfest contributionsEligible for Hacktoberfest contributionshelp wantedExtra attention needed - community welcomeExtra attention needed - community welcomepriority: p2-highImportant, target next milestoneImportant, target next milestonestatus: open-for-contributionNot assigned - free to claimNot assigned - free to claimtestAdding or updating testsAdding or updating testsStatus: Open.#31 In Neal006/memorylens;chore: Add networkx, fastapi, uvicorn to requirements.txt and pyproject.toml
area: infrastructureCI, deps, config, storageCI, deps, config, storagedifficulty: beginnerGreat for first-time contributorsGreat for first-time contributorsenhancementImprovement to existing featureImprovement to existing featurefirst-timer-friendlyMinimal prior context neededMinimal prior context neededgood first issuePerfect starting point for new contributorsPerfect starting point for new contributorspriority: p3-mediumNice to have this cycleNice to have this cyclestatus: open-for-contributionNot assigned - free to claimNot assigned - free to claimStatus: Open.#30 In Neal006/memorylens;docs: Update README — new backends, scenarios, API server, HuggingFace Spaces badge
area: documentationDocs, README, guidesDocs, README, guidesdifficulty: beginnerGreat for first-time contributorsGreat for first-time contributorsdocumentationImprovements or additions to docsImprovements or additions to docsfirst-timer-friendlyMinimal prior context neededMinimal prior context neededgood first issuePerfect starting point for new contributorsPerfect starting point for new contributorsnewcomer-friendlyWell-scoped with detailed guidanceWell-scoped with detailed guidancepriority: p3-mediumNice to have this cycleNice to have this cyclestatus: open-for-contributionNot assigned - free to claimNot assigned - free to claimStatus: Open.#29 In Neal006/memorylens;feat: HuggingFace Spaces — live public demo with zero-API-key mode
area: infrastructureCI, deps, config, storageCI, deps, config, storagedifficulty: beginnerGreat for first-time contributorsGreat for first-time contributorsfeatureNew functionalityNew functionalitygood first issuePerfect starting point for new contributorsPerfect starting point for new contributorsnewcomer-friendlyWell-scoped with detailed guidanceWell-scoped with detailed guidancepriority: p3-mediumNice to have this cycleNice to have this cyclestatus: open-for-contributionNot assigned - free to claimNot assigned - free to claimStatus: Open.#28 In Neal006/memorylens;feat: History tab — compare past benchmark runs side-by-side in the dashboard
area: dashboardStreamlit dashboard (dashboard.py)Streamlit dashboard (dashboard.py)difficulty: intermediateRequires familiarity with the codebaseRequires familiarity with the codebasefeatureNew functionalityNew functionalityhelp wantedExtra attention needed - community welcomeExtra attention needed - community welcomepriority: p3-mediumNice to have this cycleNice to have this cyclestatus: open-for-contributionNot assigned - free to claimNot assigned - free to claimStatus: Open.#27 In Neal006/memorylens;feat: FastAPI server — async REST API exposing the MemoryLens benchmark pipeline
area: apiFastAPI server (api/)FastAPI server (api/)difficulty: advancedComplex implementation or deep domain knowledgeComplex implementation or deep domain knowledgefeatureNew functionalityNew functionalityhelp wantedExtra attention needed - community welcomeExtra attention needed - community welcomepriority: p2-highImportant, target next milestoneImportant, target next milestonestatus: open-for-contributionNot assigned - free to claimNot assigned - free to claimStatus: Open.#25 In Neal006/memorylens;feat: MedicalScenario — 8-fact patient-consultation domain benchmark
area: simulatorConversation simulator and scenariosConversation simulator and scenariosdifficulty: beginnerGreat for first-time contributorsGreat for first-time contributorsfeatureNew functionalityNew functionalitygood first issuePerfect starting point for new contributorsPerfect starting point for new contributorshacktoberfestEligible for Hacktoberfest contributionsEligible for Hacktoberfest contributionspriority: p3-mediumNice to have this cycleNice to have this cyclestatus: open-for-contributionNot assigned - free to claimNot assigned - free to claimStatus: Open.#24 In Neal006/memorylens;feat: CustomerSupportScenario — 8-fact support-ticket domain benchmark
area: simulatorConversation simulator and scenariosConversation simulator and scenariosdifficulty: beginnerGreat for first-time contributorsGreat for first-time contributorsfeatureNew functionalityNew functionalitygood first issuePerfect starting point for new contributorsPerfect starting point for new contributorshacktoberfestEligible for Hacktoberfest contributionsEligible for Hacktoberfest contributionspriority: p3-mediumNice to have this cycleNice to have this cyclestatus: open-for-contributionNot assigned - free to claimNot assigned - free to claimStatus: Open.#23 In Neal006/memorylens;feat: BaseScenario — abstract interface for all domain benchmark scenarios
area: simulatorConversation simulator and scenariosConversation simulator and scenariosdifficulty: beginnerGreat for first-time contributorsGreat for first-time contributorsfeatureNew functionalityNew functionalitygood first issuePerfect starting point for new contributorsPerfect starting point for new contributorsnewcomer-friendlyWell-scoped with detailed guidanceWell-scoped with detailed guidancepriority: p3-mediumNice to have this cycleNice to have this cyclestatus: open-for-contributionNot assigned - free to claimNot assigned - free to claimStatus: Open.#22 In Neal006/memorylens;feat: contradiction_score — detect when context surfaces both old and new fact values
area: metricsEvaluation metrics (evaluation/metrics.py)Evaluation metrics (evaluation/metrics.py)difficulty: beginnerGreat for first-time contributorsGreat for first-time contributorsfeatureNew functionalityNew functionalityfirst-timer-friendlyMinimal prior context neededMinimal prior context neededgood first issuePerfect starting point for new contributorsPerfect starting point for new contributorshacktoberfestEligible for Hacktoberfest contributionsEligible for Hacktoberfest contributionspriority: p2-highImportant, target next milestoneImportant, target next milestonestatus: open-for-contributionNot assigned - free to claimNot assigned - free to claimStatus: Open.#21 In Neal006/memorylens;feat: GraphMemory — knowledge-graph backend using NetworkX
area: memory-backendMemory backend implementations (memory/)Memory backend implementations (memory/)difficulty: intermediateRequires familiarity with the codebaseRequires familiarity with the codebasefeatureNew functionalityNew functionalityhacktoberfestEligible for Hacktoberfest contributionsEligible for Hacktoberfest contributionshelp wantedExtra attention needed - community welcomeExtra attention needed - community welcomepriority: p2-highImportant, target next milestoneImportant, target next milestonestatus: open-for-contributionNot assigned - free to claimNot assigned - free to claimStatus: Open.#20 In Neal006/memorylens;