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Logging, Metrics, and Documentation for Complex Queries
documentationImprovements or additions to documentationImprovements or additions to documentationmetricsFor metricsFor metricsobservabilityVisible resultsVisible resultsretrievalGetting things from somewhere elseGetting things from somewhere elseStatus: Open.#62 In rusoil-software/rusoil-gpt-service;Complex Query Endpoint (POST /query/complex)
APIAPI of the appAPI of the appbackendFoundation of the AppFoundation of the AppRAGRetrieval Augmented GenerationRetrieval Augmented GenerationretrievalGetting things from somewhere elseGetting things from somewhere elseStatus: Open.#61 In rusoil-software/rusoil-gpt-service;Multi-Source Retrieval & Deduplication Layer
backendFoundation of the AppFoundation of the AppdeduplicationPrevention of duplication of content in the queryPrevention of duplication of content in the queryretrievalGetting things from somewhere elseGetting things from somewhere elseStatus: Open.#60 In rusoil-software/rusoil-gpt-service;Implement Hybrid Retrieval (Embedding + Keyword Search)
backendFoundation of the AppFoundation of the AppembeddingsFor model embedding issuesFor model embedding issuesrankingAssignment of ranks to query resultsAssignment of ranks to query resultsretrievalGetting things from somewhere elseGetting things from somewhere elseStatus: Open.#59 In rusoil-software/rusoil-gpt-service;Implement Query Classification & Query Object
backendFoundation of the AppFoundation of the AppnlpNatural language processingNatural language processingquery-planningPlanning of queries using RAGPlanning of queries using RAGretrievalGetting things from somewhere elseGetting things from somewhere elseStatus: Open.#58 In rusoil-software/rusoil-gpt-service;Documentation, Examples, and Tests for Retrieval
documentationImprovements or additions to documentationImprovements or additions to documentationretrievalGetting things from somewhere elseGetting things from somewhere elsetestingIssues concerning tests specificallyIssues concerning tests specificallyStatus: Open.#57 In rusoil-software/rusoil-gpt-service;Retrieval Metrics, Logging, and Performance Safeguards
backendFoundation of the AppFoundation of the AppmetricsFor metricsFor metricsobservabilityVisible resultsVisible resultsretrievalGetting things from somewhere elseGetting things from somewhere elseStatus: Open.#56 In rusoil-software/rusoil-gpt-service;Add Retrieval API Endpoints
APIAPI of the appAPI of the appbackendFoundation of the AppFoundation of the AppretrievalGetting things from somewhere elseGetting things from somewhere elseStatus: Open.#55 In rusoil-software/rusoil-gpt-service;Implement Similarity Search Engine (Cosine / Dot Product)
backendFoundation of the AppFoundation of the AppembeddingsFor model embedding issuesFor model embedding issuesmathImplementation of necessary math operationsImplementation of necessary math operationsretrievalGetting things from somewhere elseGetting things from somewhere elseStatus: Open.#54 In rusoil-software/rusoil-gpt-service;Implement VectorStore (Local Vector Database)
backendFoundation of the AppFoundation of the AppretrievalGetting things from somewhere elseGetting things from somewhere elsestorageEverything concerning DB, buckets and other types of storageEverything concerning DB, buckets and other types of storageStatus: Open.#53 In rusoil-software/rusoil-gpt-service;Simple Retrieval Queries
backendFoundation of the AppFoundation of the AppembeddingsFor model embedding issuesFor model embedding issuesenhancementNew feature or requestNew feature or requestRAGRetrieval Augmented GenerationRetrieval Augmented GenerationretrievalGetting things from somewhere elseGetting things from somewhere elseStatus: Open.Complex Query Handling
backendFoundation of the AppFoundation of the AppenhancementNew feature or requestNew feature or requestquery-planningPlanning of queries using RAGPlanning of queries using RAGRAGRetrieval Augmented GenerationRetrieval Augmented GenerationretrievalGetting things from somewhere elseGetting things from somewhere elseStatus: Open.