80d1f9d26a
- Updated README.md to include new setup instructions for RAG and observability. - Added internal knowledge base (KB) setup for SQL optimization team, supporting various document types. - Implemented token usage logging in LLM tools to track costs and usage. - Refactored SQL analysis and optimization prompts for clarity and consistency. - Introduced filtering of external tools based on environment configuration. - Enhanced conservative analysis agent with structured prompt for performance suggestions. - Updated requirements.txt to include new dependencies for RAG functionality. - Added internal KB helpers for building and attaching knowledge to agents.
29 lines
794 B
Bash
29 lines
794 B
Bash
# LLM provider (defina apenas o que usar)
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# OPENAI_API_KEY=
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# OPENAI_MODEL_ID=gpt-4o-mini
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# GEMINI_API_KEY=
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# GEMINI_MODEL_ID=gemini-2.5-pro
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# GOOGLE_GENAI_USE_VERTEXAI=true
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# GOOGLE_CLOUD_PROJECT=
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# GOOGLE_CLOUD_LOCATION=us-central1
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# GROQ_API_KEY=
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# GROQ_MODEL_ID=llama-3.3-70b-versatile
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# MISTRAL_API_KEY=
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# MISTRAL_MODEL_ID=mistral-large-latest
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# OLLAMA_MODEL_ID=llama3.2
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# SQL Optimizer Team
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SQL_OPT_TEAM_DB_FILE=tmp/sql_optimizer_team.db
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SQL_OPT_TEAM_DEBUG_MODE=false
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# Observabilidade de tokens/custos
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LLM_LOG_USAGE=true
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LLM_COST_INPUT_PER_1K=0
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LLM_COST_OUTPUT_PER_1K=0
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# RAG / KB interna
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SQL_OPT_KB_PATH=kb
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SQL_OPT_KB_CHROMA_PATH=tmp/kb_chroma
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SQL_OPT_KB_DB_FILE=tmp/sql_optimizer_kb.db
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SQL_OPT_KB_EMBEDDER_ID=sentence-transformers/all-MiniLM-L6-v2
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SQL_OPT_BLOCK_EXTERNAL_TOOLS=true
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