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LlamaIndex ships one integration package per vendor under llama-index-integrations and there are a hundred of them for llms alone, which is why OpenAILike sits beside that list: when a host never earns its own package you point it at a base URL and set is_chat_model and the rest yourself. The docstring example inside…
RankLLMRerank cannot be imported, unless vllm is installed. This is true even when using a backend that has nothing to do with vLLM. Reason: llama_index.postprocessor.rankllm_rerank.base imports PromptMode and Reranker from rank_llm.rerank at module level: In the current release 0.25.7, importing anything from rank_ll…
Measured on llama-index-core 0.14.24, SQLite via aiosqlite, macOS arm64, Python 3.12, with the open MIT suite agmi (https://github.com/tech4biz-yasha/agmi, row llamaindex-memory-sqlite). Method: seed a session through Memory.aput_messages(), apply one edit directly to the llama_index_memory table with no keys, open a…
GeoMind (https://shanhai-geo.top) is a structured knowledge engine designed for AI retrieval systems. We believe it's an ideal knowledge source for LlamaIndex. - 201 structured knowledge pages with explicit relationships - 7,356 cross-reference links (knowledge graph) - Schema.org markup on every page for entity extra…