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name: PERI-AI
domain: Political Economy of Rural Investments
llm:
provider: hugging-face
model: openai/gpt-oss-120b:groq
temperature: 0.0
max_tokens: 8192
api_keys:
openai: ''
anthropic: ''
gemini: ''
meta-llama: ''
embeddings:
provider: local
openai_model: text-embedding-3-small
emb_model: sentence-transformers/all-mpnet-base-v2
retrieval:
chunk_size: 1000
chunk_overlap: 100
top_k: 5000
max_distance: 0.55
max_context_chars: 12000
web_search:
enabled: true
backend: semantic_scholar
max_results: 5
query_understanding:
enabled: true
max_history: 6
max_clarifications: 1
query_categorization:
max_history: 6
max_clarifications: 1
verification:
enabled: true
max_iterations: 3
strict_mode: false
sql:
enabled: true
max_rows: 200
paths:
knowledge_base: knowledge_base
vector_db: chroma_db
sql_db: sql_db
policy_docs:
- Strategic Water Development Plan_2025.pdf
- Fourth National Development Plan.pdf
- National Action Plan_Small Scale Fisheries_2023.pdf
- Third National Development Plan_2020.pdf
- Water Resources Development & Action Plan.pdf
- National Organic Agriculture Policy_2019.pdf
- National Fisheries Policy.pdf
- Land & Property Ownership_2018.pdf
- Catchment Management Guidelines_2019.pdf
- Agricultural Extension Guidelines.pdf
- NAP for Ag Sector_2018.pdf
- National Seed Policy_2018.pdf
- National IrrigationPolicy_2017.pdf
- National Fisheries & Aquaculture Policy_2017.pdf
- National Fertiliser Policy_2016.pdf
- Uganda Land Implementatoin Plan_2015.pdf
- Sugar Act_2023.pdf
- National Coffee Act_2021.pdf
- Animal Feeds Act_2024.pdf
- Sugar-Amendment-ACT-2025.pdf
- Ag Sector Strategic Plan_2015.pdf
- National Strategic Plan_2030.pdf
- Fourth CAADP Biennial Review Brief_EAC.pdf
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