Change Details

* **Title of session:** Semantic Search and RAG on a FOSS stack * **Session description:** In this session I will present a prototype software stack to implement Semantic Search and Retrieval Augmented Generation with self-hosted, straight forward and familiar FOSS tools, such as Postgres and Ollama, skipping confusing abstractions such as LangChain and escaping vendor lock in through SaaS products. * **Username for contact:** @roti_WMDE * **Session duration (25 or 50 min):** 25min * **Session type (presentation, workshop, discussion, etc.):** Presentation * **Language of session (English, Arabic, etc.):** English * **Prerequisites (some Python, etc.):** Interest in deep learning developments, especially LLMs and embeddings. * **Any other details to share?:** * **Interested? Add your username below:** * @Olea * @Damilare

* **Title of session:** Semantic Search and RAG on a FOSS stack * **Session description:** In this session I will present a prototype software stack to implement Semantic Search and Retrieval Augmented Generation with self-hosted, straight forward and familiar FOSS tools, such as Postgres and Ollama, skipping confusing abstractions such as LangChain and escaping vendor lock in through SaaS products. * **Username for contact:** @roti_WMDE * **Session duration (25 or 50 min):** 25min * **Session type (presentation, workshop, discussion, etc.):** Presentation * **Language of session (English, Arabic, etc.):** English * **Prerequisites (some Python, etc.):** Interest in deep learning developments, especially LLMs and embeddings. * **Any other details to share?:** * **Interested? Add your username below:** * @Olea * @Damilare Notes: https://etherpad.wikimedia.org/p/wmh2024-Semantic_Search_and_RAG

* **Title of session:** Semantic Search and RAG on a FOSS stack * **Session description:** In this session I will present a prototype software stack to implement Semantic Search and Retrieval Augmented Generation with self-hosted, straight forward and familiar FOSS tools, such as Postgres and Ollama, skipping confusing abstractions such as LangChain and escaping vendor lock in through SaaS products. * **Username for contact:** @roti_WMDE * **Session duration (25 or 50 min):** 25min * **Session type (presentation, workshop, discussion, etc.):** Presentation * **Language of session (English, Arabic, etc.):** English * **Prerequisites (some Python, etc.):** Interest in deep learning developments, especially LLMs and embeddings. * **Any other details to share?:** * **Interested? Add your username below:** * @Olea * @Damilare Notes: https://etherpad.wikimedia.org/p/wmh2024-Semantic_Search_and_RAG