Dev#33
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YounesBensafia merged 136 commits intomainfrom Mar 19, 2026
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feat: Establish initial mAIcro project structure with FastAPI app, co…
…oject.toml and specify Python 3.13
…fo. add a preview method in order to see the system prompt .
…ion-specific-prompt-templates feat: add dynamic system prompt generation with core rules and org info. add a preview method in order to see the system prompt .
…, and key features
…e.yml, and pyproject.toml
…s, and set up local Qdrant database.
…(LCEL) chain in `ask.py`.
…tion API key requirement.
…sking questions, and data ingestion.
… and API key validation.
… improve context formatting
…s in routes and ask modules
…back retrieval mechanism
…ve fallback retrieval mechanism
When searching with a numeric query (message ID), apply a filter using the existing keyword index on metadata.message_id to find that exact message.
…implementation Nisbenz/27 hybrid search implementation
…nd-fallback-mechanism-for-429-errors Depresso/llm resiliency and fallback mechanism for 429 errors
Removed the introductory image from the README.
…I with a sort parameter (timestamp).
Updated the logo image in the README file.
…rger context windows efficiently.
…e-retrieval-db-side-sorting Maya/26 scalable knowledge retrieval db side sorting
…estructure project into `src/core` and `src/api` modules.
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