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bbsr_ida_public/llm_workshop

opencode:4609

This repository accompanies a three-day hands-on workshop on Large Language Models (LLMs), Prompt Engineering, and Retrieval-Augmented Generation (RAG). The workshop is designed to equip participants with practical skills and foundational knowledge to understand, deploy, and evaluate LLM-based applications across a wide range of fields. The program combines a lecture series covering theoretical foundations with a programming workshop in Jupyter Notebooks. Participants explore core technologies such as OpenAI APIs, LangChain, vector databases, document parsing, and AI toolchains—supported by real-world examples and scientific documents. The workshop is suitable for professionals, researchers, and students who seek a structured and practice-oriented introduction to state-of-the-art AI workflows based on LLMs.

Entity type · RepositoryPublic dossier · indexable21 Jul 2026, 08:42

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8direct evidenced connections
8exact-identifier edges
9referenced source snapshots
5published attributes
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Exact identifieredge:2ad516694517d91deb47251f
Relationshipdeclares_dependency
Software packageOllama SDK
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german-public-sector-ai-dependency-atlas · opencode:4609@fddd886ab2fd3824e269d40cefde90cbed709201:pypi:ollama
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Exact identifieredge:300003015cf8770f61ff6e5a
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Software packageLangChain OpenAI
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german-public-sector-ai-dependency-atlas · opencode:4609@fddd886ab2fd3824e269d40cefde90cbed709201:pypi:langchain-openai
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Exact identifieredge:56b4d3b22a59ff563efa6d10
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Software packageWeaviate Client
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german-public-sector-ai-dependency-atlas · opencode:4609@fddd886ab2fd3824e269d40cefde90cbed709201:pypi:weaviate-client
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Exact identifieredge:7ab96b652066cbf38845a233
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Software packageLangChain Community
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german-public-sector-ai-dependency-atlas · opencode:4609@fddd886ab2fd3824e269d40cefde90cbed709201:pypi:langchain-community
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Exact identifieredge:8123af9d0daf5975d4e9b5d4
Relationshipdeclares_dependency
Software packageLangChain
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german-public-sector-ai-dependency-atlas · opencode:4609@fddd886ab2fd3824e269d40cefde90cbed709201:pypi:langchain
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Exact identifieredge:ac9f79b4ebb0ce43a0c4c7e9
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Software packagescikit-learn
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german-public-sector-ai-dependency-atlas · opencode:4609@fddd886ab2fd3824e269d40cefde90cbed709201:pypi:scikit-learn
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Exact identifieredge:d1fb60ee4a9461cda8f0f81a
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Software packageOpenAI SDK
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german-public-sector-ai-dependency-atlas · opencode:4609@fddd886ab2fd3824e269d40cefde90cbed709201:pypi:openai
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Exact identifieredge:d599b0c51d62dce3eca27bbb
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Software packageLangGraph
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german-public-sector-ai-dependency-atlas · opencode:4609@fddd886ab2fd3824e269d40cefde90cbed709201:pypi:langgraph
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PUBLISHED ATTRIBUTES

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Ai Package Count
8
Commit Sha
fddd886ab2fd3824e269d40cefde90cbed709201
Last Activity At
2025-05-02T11:59:04.875Z
Path With Namespace
bbsr_ida_public/llm_workshop
Tree Complete
true
PROVENANCE

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02
german-public-sector-ai-dependency-atlasopencode:4609@fddd886ab2fd3824e269d40cefde90cbed709201:pypi:ollama · repository_commit_manifest_package_identity
Open original source
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german-public-sector-ai-dependency-atlasopencode:4609@fddd886ab2fd3824e269d40cefde90cbed709201:pypi:langchain-openai · repository_commit_manifest_package_identity
Open original source
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german-public-sector-ai-dependency-atlasopencode:4609@fddd886ab2fd3824e269d40cefde90cbed709201:pypi:weaviate-client · repository_commit_manifest_package_identity
Open original source
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german-public-sector-ai-dependency-atlasopencode:4609@fddd886ab2fd3824e269d40cefde90cbed709201:pypi:langchain-community · repository_commit_manifest_package_identity
Open original source
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german-public-sector-ai-dependency-atlasopencode:4609@fddd886ab2fd3824e269d40cefde90cbed709201:pypi:langchain · repository_commit_manifest_package_identity
Open original source
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german-public-sector-ai-dependency-atlasopencode:4609@fddd886ab2fd3824e269d40cefde90cbed709201:pypi:scikit-learn · repository_commit_manifest_package_identity
Open original source
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german-public-sector-ai-dependency-atlasopencode:4609@fddd886ab2fd3824e269d40cefde90cbed709201:pypi:openai · repository_commit_manifest_package_identity
Open original source
09
german-public-sector-ai-dependency-atlasopencode:4609@fddd886ab2fd3824e269d40cefde90cbed709201:pypi:langgraph · repository_commit_manifest_package_identity
Open original source

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