44648e3206
- Remove KCL ecosystem (~220 files deleted) - Migrate all infrastructure to Nickel schema system - Consolidate documentation: legacy docs → provisioning/docs/src/ - Add CI/CD workflows (.github/) and Rust build config (.cargo/) - Update core system for Nickel schema parsing - Update README.md and CHANGES.md for v5.0.0 release - Fix pre-commit hooks: end-of-file, trailing-whitespace - Breaking changes: KCL workspaces require migration - Migration bridge available in docs/src/development/
149 lines
4.3 KiB
Django/Jinja
149 lines
4.3 KiB
Django/Jinja
# RAG System Configuration - Nickel Format
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# Auto-generated by provisioning TypeDialog
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# Edit via: nu provisioning/.typedialog/provisioning/platform/scripts/configure.nu rag {mode}
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# Or manually edit and validate with: nickel typecheck
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let rag_schema = import "../schemas/rag.ncl" in
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{
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rag | rag_schema.RagConfig = {
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# RAG System Control
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{%- if rag_enabled is defined %}
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rag = {
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enabled = {{ rag_enabled | lower }},
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},
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{%- endif %}
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# Embeddings Configuration
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{%- if embeddings_provider or embeddings_model %}
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embeddings = {
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{{%- if embeddings_provider %}
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provider = "{{ embeddings_provider }}",
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{%- endif %}
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{%- if embeddings_model %}
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model = "{{ embeddings_model }}",
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{%- endif %}
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{%- if embeddings_dimension %}
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dimension = {{ embeddings_dimension }},
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{%- endif %}
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{%- if embeddings_batch_size %}
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batch_size = {{ embeddings_batch_size }},
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{%- endif %}
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{%- if embeddings_api_key %}
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api_key = "{{ embeddings_api_key }}",
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{%- endif %}
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},
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{%- endif %}
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# Vector Database Configuration
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{%- if vector_db_type or vector_db_url %}
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vector_db = {
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{%- if vector_db_type %}
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db_type = "{{ vector_db_type }}",
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{%- endif %}
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{%- if vector_db_url %}
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url = "{{ vector_db_url }}",
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{%- endif %}
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{%- if vector_db_namespace %}
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namespace = "{{ vector_db_namespace }}",
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{%- endif %}
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{%- if vector_db_database %}
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database = "{{ vector_db_database }}",
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{%- endif %}
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{%- if vector_db_hnsw_m %}
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hnsw_m = {{ vector_db_hnsw_m }},
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{%- endif %}
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{%- if vector_db_hnsw_ef_construction %}
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hnsw_ef_construction = {{ vector_db_hnsw_ef_construction }},
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{%- endif %}
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},
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{%- endif %}
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# Language Model Configuration
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{%- if llm_provider or llm_model %}
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llm = {
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{%- if llm_provider %}
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provider = "{{ llm_provider }}",
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{%- endif %}
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{%- if llm_model %}
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model = "{{ llm_model }}",
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{%- endif %}
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{%- if llm_api_key %}
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api_key = "{{ llm_api_key }}",
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{%- endif %}
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{%- if llm_api_url %}
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api_url = "{{ llm_api_url }}",
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{%- endif %}
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{%- if llm_temperature %}
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temperature = {{ llm_temperature }},
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{%- endif %}
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{%- if llm_max_tokens %}
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max_tokens = {{ llm_max_tokens }},
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{%- endif %}
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},
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{%- endif %}
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# Retrieval Configuration
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{%- if retrieval_top_k or retrieval_similarity_threshold %}
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retrieval = {
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{%- if retrieval_top_k %}
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top_k = {{ retrieval_top_k }},
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{%- endif %}
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{%- if retrieval_similarity_threshold %}
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similarity_threshold = {{ retrieval_similarity_threshold }},
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{%- endif %}
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{%- if retrieval_reranking is defined %}
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reranking = {{ retrieval_reranking | lower }},
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{%- endif %}
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{%- if retrieval_hybrid is defined %}
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hybrid = {{ retrieval_hybrid | lower }},
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{%- endif %}
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{%- if retrieval_mmr_lambda %}
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mmr_lambda = {{ retrieval_mmr_lambda }},
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{%- endif %}
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},
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{%- endif %}
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# Document Ingestion Configuration
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{%- if ingestion_auto_ingest is defined or ingestion_chunk_size %}
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ingestion = {
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{%- if ingestion_auto_ingest is defined %}
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auto_ingest = {{ ingestion_auto_ingest | lower }},
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{%- endif %}
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{%- if ingestion_watch_files is defined %}
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watch_files = {{ ingestion_watch_files | lower }},
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{%- endif %}
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{%- if ingestion_chunk_size %}
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chunk_size = {{ ingestion_chunk_size }},
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{%- endif %}
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{%- if ingestion_overlap %}
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overlap = {{ ingestion_overlap }},
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{%- endif %}
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{%- if ingestion_doc_types %}
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doc_types = [{{ ingestion_doc_types }}],
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{%- endif %}
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},
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{%- endif %}
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# Logging Configuration (optional)
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{%- if logging_level %}
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logging = {
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level = "{{ logging_level }}",
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{%- if logging_format %}
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format = "{{ logging_format }}",
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{%- endif %}
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},
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{%- endif %}
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# Monitoring Configuration (optional)
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{%- if monitoring_enabled is defined %}
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monitoring = {
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enabled = {{ monitoring_enabled | lower }},
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{%- if monitoring_metrics_interval %}
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metrics_interval = {{ monitoring_metrics_interval }},
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{%- endif %}
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},
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{%- endif %}
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},
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}
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