🛢️ Feat/vector db#7
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Leonwatsoni merged 16 commits intomainfrom Feb 23, 2025
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…th new dependencies
…pdate ChatWithLogs initialization
…evel and search word filters; update fetch_loki_logs to use new function and increase log limit
…connectors, and routers; improve code organization
…ient and embedding generation; update requirements and prompts
…tor database interactions and improve logging setup
…retrieval of log data from the specified file path
…rant integration; enhance settings for model and logging
… logging and Qdrant client setup
…ing; add dynamic query support and improve logging
…in generate_embeddings function
…gging and query handling in ChatWithLogs
…dd error handling for empty streams and extraction failures
… improved log analysis
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This PR adds a vector database using Qdrant and stores logs ready to be queried in chat
Changes:
.envandsettings.pyupgrading for robust variable handling.ChatWithLogsclass to utilise the functionality in the chat endpoint.Image of latest location of issues presented.