io.github.TheAiSingularity/agentic-research

Command

Environment

• OPENAI_BASE_URL

  Any OpenAI-compatible endpoint. Default: OpenAI cloud. Use http://localhost:11434/v1 for Ollama.

• OPENAI_API_KEYsecret

  API key for the endpoint above. Use 'ollama' as a sentinel value when running locally against Ollama.

• MODEL_SYNTHESIZER

  Model identifier used for the synthesize node. Defaults to 'gpt-5-mini'; set to 'gemma3:4b' for Mac-local Ollama.

• MODEL_PLANNER

  Model for the plan / classify / critic / compress / verify nodes. Defaults to 'gpt-5-nano'.

• EMBED_MODEL

  Embedding model identifier (for retrieval + memory). Default 'text-embedding-3-small'; use 'nomic-embed-text' on Ollama.

• SEARXNG_URL

  Base URL of the SearXNG meta-search instance. Default http://localhost:8888.

• LOCAL_CORPUS_PATH

  Path to an index directory built via scripts/index_corpus.py. When set, local corpus hits augment web search.

• ENABLE_RERANK

  Set to '1' to enable the BAAI/bge-reranker-v2-m3 cross-encoder rerank stage. First run downloads ~560MB.

• ENABLE_FETCH

  Set to '0' to skip the trafilatura full-page fetch stage. Default '1'.