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docs: Add Ollama embeddings capacity analysis and investigation
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Documents Ollama embedding service evaluation for ADR-003 semantic search
implementation, including performance benchmarks and capacity analysis.
## Documentation
### Ollama Capacity Analysis
- Performance metrics for ollama.internal.coutinho.io
- Model: nomic-embed-text:latest
- Embedding generation benchmarks (single, batch, parallel)
- Latency analysis and throughput measurements
- Resource usage and capacity recommendations
### Ollama Embeddings Investigation
- Evaluation of Ollama for semantic search use case
- Comparison with other embedding providers
- Integration considerations with ADR-003 architecture
- Deployment scenarios and operational requirements
## Key Findings
✅ Ollama instance operational and performing well
✅ Reasonable latency for small-medium workloads
✅ Good parallelism support
✅ Suitable for development and small production deployments
## References
- ADR-003: Vector Database Semantic Search
- Ollama API documentation
- nomic-embed-text model specifications
🤖 Generated with [Claude Code](https://claude.com/claude-code )
Co-Authored-By: Claude <noreply@anthropic.com >
2025-10-31 03:07:44 +01:00
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Merge branch 'master' of github.com:cbcoutinho/nextcloud-mcp-server
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docs: Add ADRs
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ci: update submodule
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Merge pull request #251 from cbcoutinho/renovate/docker.io-library-nginx-alpine
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chore(deps): update docker.io/library/nginx:alpine docker digest to b3c656d
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Merge pull request #250 from cbcoutinho/renovate/ghcr.io-astral-sh-uv-0.x
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chore(deps): update ghcr.io/astral-sh/uv docker tag to v0.9.6
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docs: Update README with instructions on helm install
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Merge pull request #249 from cbcoutinho/renovate/actions-checkout-5.x
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chore(deps): update actions/checkout action to v5
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fix(helm): Remove image tag overide
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Merge pull request #248 from cbcoutinho/renovate/pin-dependencies
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chore(deps): pin dependencies
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chore(deps): pin dependencies
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Merge pull request #246 from cbcoutinho/feature/helm-chart
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Feature/helm chart
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build: Rename /helm -> /charts
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feat(server): Add /live & /health endpoints
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Merge pull request #247 from cbcoutinho/renovate/docker.io-library-nginx-alpine
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chore(deps): update docker.io/library/nginx:alpine docker digest to 9dacca6
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build: Remove duplicate --host
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build: Update helm chart README and instructions
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build: fix templating/linting errors
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build: update helm chart
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feat: Initialize helm chart
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Merge pull request #245 from cbcoutinho/renovate/docker.io-library-nextcloud-32.0.1
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chore(deps): update docker.io/library/nextcloud:32.0.1 docker digest to 1e4eae5
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Merge pull request #243 from cbcoutinho/renovate/astral-sh-setup-uv-digest
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chore(deps): update astral-sh/setup-uv digest to 8585678
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Merge pull request #244 from cbcoutinho/renovate/astral-sh-setup-uv-7.x
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chore(deps): update astral-sh/setup-uv action to v7.1.2
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Merge pull request #242 from cbcoutinho/renovate/pin-dependencies
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chore(deps): pin downloads.unstructured.io/unstructured-io/unstructured-api docker tag to a43ab55
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Merge branch 'docs/oauth-arch'
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test: Fix tests
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Chris Coutinho