diff --git a/00_setup/install_paula.html b/00_setup/install_paula.html index 2608df9..4640e2f 100644 --- a/00_setup/install_paula.html +++ b/00_setup/install_paula.html @@ -999,7 +999,7 @@

Read more

-Last updated on 2024-12-31.
+Last updated on 2025-01-02.

diff --git a/00_setup/readme.html b/00_setup/readme.html index 806b12a..54346ba 100644 --- a/00_setup/readme.html +++ b/00_setup/readme.html @@ -1104,7 +1104,7 @@

Setting up API keys

-Last updated on 2024-12-31.
+Last updated on 2025-01-02.

diff --git a/10_prompting_basics/01_prompting.html b/10_prompting_basics/01_prompting.html index 97fc4c2..f62e015 100644 --- a/10_prompting_basics/01_prompting.html +++ b/10_prompting_basics/01_prompting.html @@ -1007,7 +1007,7 @@

A comment on reproducibility

-Last updated on 2024-12-31.
+Last updated on 2025-01-02.

diff --git a/10_prompting_basics/02_use_cases.html b/10_prompting_basics/02_use_cases.html index 6bb4bb0..58418ac 100644 --- a/10_prompting_basics/02_use_cases.html +++ b/10_prompting_basics/02_use_cases.html @@ -1051,7 +1051,7 @@

Exercise

-Last updated on 2024-12-31.
+Last updated on 2025-01-02.

diff --git a/10_prompting_basics/03_prompt_engineering.html b/10_prompting_basics/03_prompt_engineering.html index ca8413e..d309203 100644 --- a/10_prompting_basics/03_prompt_engineering.html +++ b/10_prompting_basics/03_prompt_engineering.html @@ -1070,7 +1070,7 @@

Exercise

-Last updated on 2024-12-31.
+Last updated on 2025-01-02.

diff --git a/10_prompting_basics/readme.html b/10_prompting_basics/readme.html index 1a18592..3e23e08 100644 --- a/10_prompting_basics/readme.html +++ b/10_prompting_basics/readme.html @@ -900,7 +900,7 @@

Prompting basics

-Last updated on 2024-12-31.
+Last updated on 2025-01-02.

diff --git a/15_endpoint_apis/01_openai_api.html b/15_endpoint_apis/01_openai_api.html index 9c161e3..be080e2 100644 --- a/15_endpoint_apis/01_openai_api.html +++ b/15_endpoint_apis/01_openai_api.html @@ -1080,7 +1080,7 @@

Helper functions

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+Last updated on 2025-01-02.

diff --git a/15_endpoint_apis/02_ollama_endpoint.html b/15_endpoint_apis/02_ollama_endpoint.html index d1ae524..2e52f91 100644 --- a/15_endpoint_apis/02_ollama_endpoint.html +++ b/15_endpoint_apis/02_ollama_endpoint.html @@ -1003,7 +1003,7 @@

Exercise

-Last updated on 2024-12-31.
+Last updated on 2025-01-02.

diff --git a/15_endpoint_apis/03_blablador_endpoint.html b/15_endpoint_apis/03_blablador_endpoint.html index 03141d9..e9d0f94 100644 --- a/15_endpoint_apis/03_blablador_endpoint.html +++ b/15_endpoint_apis/03_blablador_endpoint.html @@ -1037,7 +1037,7 @@

Exercise

-Last updated on 2024-12-31.
+Last updated on 2025-01-02.

diff --git a/15_endpoint_apis/04_scadsai_llm_endpoint.html b/15_endpoint_apis/04_scadsai_llm_endpoint.html index fd123eb..e3cef58 100644 --- a/15_endpoint_apis/04_scadsai_llm_endpoint.html +++ b/15_endpoint_apis/04_scadsai_llm_endpoint.html @@ -1043,7 +1043,7 @@

Exercise

-Last updated on 2024-12-31.
+Last updated on 2025-01-02.

diff --git a/15_endpoint_apis/05_azure_endpoints.html b/15_endpoint_apis/05_azure_endpoints.html index df7aa3b..8ec73c4 100644 --- a/15_endpoint_apis/05_azure_endpoints.html +++ b/15_endpoint_apis/05_azure_endpoints.html @@ -1069,7 +1069,7 @@

Exercise

-Last updated on 2024-12-31.
+Last updated on 2025-01-02.

diff --git a/15_endpoint_apis/06_kisski_endpoint.html b/15_endpoint_apis/06_kisski_endpoint.html index bca3c44..82305c0 100644 --- a/15_endpoint_apis/06_kisski_endpoint.html +++ b/15_endpoint_apis/06_kisski_endpoint.html @@ -1032,7 +1032,7 @@

Exercise

-Last updated on 2024-12-31.
+Last updated on 2025-01-02.

diff --git a/15_endpoint_apis/07_mistral_endpoint.html b/15_endpoint_apis/07_mistral_endpoint.html index 8ad67c3..2693e71 100644 --- a/15_endpoint_apis/07_mistral_endpoint.html +++ b/15_endpoint_apis/07_mistral_endpoint.html @@ -1009,7 +1009,7 @@

Mistral

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diff --git a/15_endpoint_apis/10_anthropic_api.html b/15_endpoint_apis/10_anthropic_api.html index 1283af8..04d0b53 100644 --- a/15_endpoint_apis/10_anthropic_api.html +++ b/15_endpoint_apis/10_anthropic_api.html @@ -957,7 +957,7 @@

Anthropic Claude

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+Last updated on 2025-01-02.

diff --git a/15_endpoint_apis/20_google_gemini.html b/15_endpoint_apis/20_google_gemini.html index 913b157..dc8bb83 100644 --- a/15_endpoint_apis/20_google_gemini.html +++ b/15_endpoint_apis/20_google_gemini.html @@ -1028,7 +1028,7 @@

Exercise

-Last updated on 2024-12-31.
+Last updated on 2025-01-02.

diff --git a/15_endpoint_apis/30_huggingface.html b/15_endpoint_apis/30_huggingface.html index 2994a7d..6b95985 100644 --- a/15_endpoint_apis/30_huggingface.html +++ b/15_endpoint_apis/30_huggingface.html @@ -1009,7 +1009,7 @@

Exercise

-Last updated on 2024-12-31.
+Last updated on 2025-01-02.

diff --git a/15_endpoint_apis/31_huggingface_serverless_inference_api.html b/15_endpoint_apis/31_huggingface_serverless_inference_api.html index 4088f7e..edab70a 100644 --- a/15_endpoint_apis/31_huggingface_serverless_inference_api.html +++ b/15_endpoint_apis/31_huggingface_serverless_inference_api.html @@ -975,7 +975,7 @@

Huggingface Serverless Inference

-Last updated on 2024-12-31.
+Last updated on 2025-01-02.

diff --git a/15_endpoint_apis/readme.html b/15_endpoint_apis/readme.html index 9ceac5f..7f88711 100644 --- a/15_endpoint_apis/readme.html +++ b/15_endpoint_apis/readme.html @@ -900,7 +900,7 @@

Accessing LLMs

-Last updated on 2024-12-31.
+Last updated on 2025-01-02.

diff --git a/20_chatbots/10_chatbot.html b/20_chatbots/10_chatbot.html index cf943fa..adb4c0c 100644 --- a/20_chatbots/10_chatbot.html +++ b/20_chatbots/10_chatbot.html @@ -1103,7 +1103,7 @@

Continuous discussion

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diff --git a/20_chatbots/gui.html b/20_chatbots/gui.html index 5c8605b..33ca4dc 100644 --- a/20_chatbots/gui.html +++ b/20_chatbots/gui.html @@ -1004,7 +1004,7 @@

A Chatbot GUI

-Last updated on 2024-12-31.
+Last updated on 2025-01-02.

diff --git a/20_chatbots/readme.html b/20_chatbots/readme.html index 3f5a31c..2b4e7e1 100644 --- a/20_chatbots/readme.html +++ b/20_chatbots/readme.html @@ -900,7 +900,7 @@

Chatbots

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+Last updated on 2025-01-02.

diff --git a/30_function_calling/10_function_calling.html b/30_function_calling/10_function_calling.html index e2568bb..2bdeec6 100644 --- a/30_function_calling/10_function_calling.html +++ b/30_function_calling/10_function_calling.html @@ -1202,7 +1202,7 @@

Exercise

-Last updated on 2024-12-31.
+Last updated on 2025-01-02.

diff --git a/30_function_calling/12_function_calling_scadsai_llm.html b/30_function_calling/12_function_calling_scadsai_llm.html index bf353df..a43e053 100644 --- a/30_function_calling/12_function_calling_scadsai_llm.html +++ b/30_function_calling/12_function_calling_scadsai_llm.html @@ -1134,7 +1134,7 @@

How it works

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+Last updated on 2025-01-02.

diff --git a/30_function_calling/20_langchain.html b/30_function_calling/20_langchain.html index 0078267..76e0001 100644 --- a/30_function_calling/20_langchain.html +++ b/30_function_calling/20_langchain.html @@ -1080,7 +1080,7 @@

Exercise

-Last updated on 2024-12-31.
+Last updated on 2025-01-02.

diff --git a/30_function_calling/30_langchain_bia.html b/30_function_calling/30_langchain_bia.html index 5483e0b..064e81c 100644 --- a/30_function_calling/30_langchain_bia.html +++ b/30_function_calling/30_langchain_bia.html @@ -1212,7 +1212,7 @@

Exercise

-Last updated on 2024-12-31.
+Last updated on 2025-01-02.

diff --git a/30_function_calling/35_langchain_bia_choosing_algorithms.html b/30_function_calling/35_langchain_bia_choosing_algorithms.html index 2db18d0..d8a9fd0 100644 --- a/30_function_calling/35_langchain_bia_choosing_algorithms.html +++ b/30_function_calling/35_langchain_bia_choosing_algorithms.html @@ -1209,7 +1209,7 @@

Exercise

-Last updated on 2024-12-31.
+Last updated on 2025-01-02.

diff --git a/30_function_calling/50_blablado.html b/30_function_calling/50_blablado.html index 07b6061..16c5c02 100644 --- a/30_function_calling/50_blablado.html +++ b/30_function_calling/50_blablado.html @@ -1140,7 +1140,7 @@

Exercise

-Last updated on 2024-12-31.
+Last updated on 2025-01-02.

diff --git a/30_function_calling/55_microscope_stage_demo.html b/30_function_calling/55_microscope_stage_demo.html index 3120dec..6c13647 100644 --- a/30_function_calling/55_microscope_stage_demo.html +++ b/30_function_calling/55_microscope_stage_demo.html @@ -1281,7 +1281,7 @@

Exercise

-Last updated on 2024-12-31.
+Last updated on 2025-01-02.

diff --git a/30_function_calling/readme.html b/30_function_calling/readme.html index 63ae721..b548785 100644 --- a/30_function_calling/readme.html +++ b/30_function_calling/readme.html @@ -900,7 +900,7 @@

Function / Tool calling

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+Last updated on 2025-01-02.

diff --git a/35_agents/autogen_agentchat.html b/35_agents/autogen_agentchat.html index 8157020..edb5ab5 100644 --- a/35_agents/autogen_agentchat.html +++ b/35_agents/autogen_agentchat.html @@ -1078,7 +1078,7 @@

Autogen Agentchat

-Last updated on 2024-12-31.
+Last updated on 2025-01-02.

diff --git a/35_agents/langgraph.html b/35_agents/langgraph.html index a5e832e..c18408a 100644 --- a/35_agents/langgraph.html +++ b/35_agents/langgraph.html @@ -1146,7 +1146,7 @@

Exercise

-Last updated on 2024-12-31.
+Last updated on 2025-01-02.

diff --git a/35_agents/react_agent_llama_index.html b/35_agents/react_agent_llama_index.html index 1de121e..1056af5 100644 --- a/35_agents/react_agent_llama_index.html +++ b/35_agents/react_agent_llama_index.html @@ -1027,7 +1027,7 @@

Agentic workflows using Llama-Index

-Last updated on 2024-12-31.
+Last updated on 2025-01-02.

diff --git a/35_agents/readme.html b/35_agents/readme.html index f1b5712..a27b6c1 100644 --- a/35_agents/readme.html +++ b/35_agents/readme.html @@ -906,7 +906,7 @@

Agents

-Last updated on 2024-12-31.
+Last updated on 2025-01-02.

diff --git a/35_agents/smolagents.html b/35_agents/smolagents.html index afe9278..3dedf32 100644 --- a/35_agents/smolagents.html +++ b/35_agents/smolagents.html @@ -1202,7 +1202,7 @@

A search agent

-Last updated on 2024-12-31.
+Last updated on 2025-01-02.

diff --git a/40_image_generation_openai/10_generating_images_dall_e.html b/40_image_generation_openai/10_generating_images_dall_e.html index cd23bd9..796b362 100644 --- a/40_image_generation_openai/10_generating_images_dall_e.html +++ b/40_image_generation_openai/10_generating_images_dall_e.html @@ -1030,7 +1030,7 @@

Exercise

-Last updated on 2024-12-31.
+Last updated on 2025-01-02.

diff --git a/40_image_generation_openai/20_generating_mri_images_dall_e.html b/40_image_generation_openai/20_generating_mri_images_dall_e.html index 4de6ccd..3e0f5d8 100644 --- a/40_image_generation_openai/20_generating_mri_images_dall_e.html +++ b/40_image_generation_openai/20_generating_mri_images_dall_e.html @@ -1045,7 +1045,7 @@

Exercise

-Last updated on 2024-12-31.
+Last updated on 2025-01-02.

diff --git a/40_image_generation_openai/51_inpainting_dall-e.html b/40_image_generation_openai/51_inpainting_dall-e.html index abc1f9b..4a385ee 100644 --- a/40_image_generation_openai/51_inpainting_dall-e.html +++ b/40_image_generation_openai/51_inpainting_dall-e.html @@ -1132,7 +1132,7 @@

Exercise

-Last updated on 2024-12-31.
+Last updated on 2025-01-02.

diff --git a/40_image_generation_openai/readme.html b/40_image_generation_openai/readme.html index 73c8cd3..5308176 100644 --- a/40_image_generation_openai/readme.html +++ b/40_image_generation_openai/readme.html @@ -900,7 +900,7 @@

Image generation

-Last updated on 2024-12-31.
+Last updated on 2025-01-02.

diff --git a/40_image_generation_openai/readme_manipulation.html b/40_image_generation_openai/readme_manipulation.html index b15af14..ef3fa73 100644 --- a/40_image_generation_openai/readme_manipulation.html +++ b/40_image_generation_openai/readme_manipulation.html @@ -900,7 +900,7 @@

Image manipulation

-Last updated on 2024-12-31.
+Last updated on 2025-01-02.

diff --git a/40_image_generation_openai/readme_variation.html b/40_image_generation_openai/readme_variation.html index a25ac9c..bcd3084 100644 --- a/40_image_generation_openai/readme_variation.html +++ b/40_image_generation_openai/readme_variation.html @@ -882,7 +882,7 @@

Image manipulation

-Last updated on 2024-12-31.
+Last updated on 2025-01-02.

diff --git a/41_image_generation_huggingface/30_generating_images_using_huggingface.html b/41_image_generation_huggingface/30_generating_images_using_huggingface.html index c990e50..d7993ef 100644 --- a/41_image_generation_huggingface/30_generating_images_using_huggingface.html +++ b/41_image_generation_huggingface/30_generating_images_using_huggingface.html @@ -1101,7 +1101,7 @@

Exercise

-Last updated on 2024-12-31.
+Last updated on 2025-01-02.

diff --git a/41_image_generation_huggingface/50_inpainting_huggingface.html b/41_image_generation_huggingface/50_inpainting_huggingface.html index d4fcca4..7039d58 100644 --- a/41_image_generation_huggingface/50_inpainting_huggingface.html +++ b/41_image_generation_huggingface/50_inpainting_huggingface.html @@ -1068,7 +1068,7 @@

Exercise

-Last updated on 2024-12-31.
+Last updated on 2025-01-02.

diff --git a/41_image_generation_huggingface/60_image_variations_huggingface.html b/41_image_generation_huggingface/60_image_variations_huggingface.html index 57ad5de..3a1bbcf 100644 --- a/41_image_generation_huggingface/60_image_variations_huggingface.html +++ b/41_image_generation_huggingface/60_image_variations_huggingface.html @@ -1094,7 +1094,7 @@

Exercise

-Last updated on 2024-12-31.
+Last updated on 2025-01-02.

diff --git a/41_image_generation_huggingface/60_image_variations_pix2pix.html b/41_image_generation_huggingface/60_image_variations_pix2pix.html index b940474..b18a438 100644 --- a/41_image_generation_huggingface/60_image_variations_pix2pix.html +++ b/41_image_generation_huggingface/60_image_variations_pix2pix.html @@ -1145,7 +1145,7 @@

Exercise

-Last updated on 2024-12-31.
+Last updated on 2025-01-02.

diff --git a/41_image_generation_huggingface/readme.html b/41_image_generation_huggingface/readme.html index 91cf496..0b693aa 100644 --- a/41_image_generation_huggingface/readme.html +++ b/41_image_generation_huggingface/readme.html @@ -882,7 +882,7 @@

Image generation

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+Last updated on 2025-01-02.

diff --git a/42_video_generation/readme.html b/42_video_generation/readme.html index d9bfdf3..6493482 100644 --- a/42_video_generation/readme.html +++ b/42_video_generation/readme.html @@ -900,7 +900,7 @@

Generating Videos, Books, Slides and online content

-Last updated on 2024-12-31.
+Last updated on 2025-01-02.

diff --git a/42_video_generation/videogen.html b/42_video_generation/videogen.html index 3f8eea1..e213764 100644 --- a/42_video_generation/videogen.html +++ b/42_video_generation/videogen.html @@ -1067,7 +1067,7 @@

Exercise

-Last updated on 2024-12-31.
+Last updated on 2025-01-02.

diff --git a/44_generating_jupyter_books/generator.html b/44_generating_jupyter_books/generator.html index a39854e..7f30540 100644 --- a/44_generating_jupyter_books/generator.html +++ b/44_generating_jupyter_books/generator.html @@ -1535,7 +1535,7 @@

Chat history

-Last updated on 2024-12-31.
+Last updated on 2025-01-02.

diff --git a/45_pptx_generation/prompting_rdm.html b/45_pptx_generation/prompting_rdm.html index 2da7577..b1d3cb7 100644 --- a/45_pptx_generation/prompting_rdm.html +++ b/45_pptx_generation/prompting_rdm.html @@ -1259,7 +1259,7 @@

Enjoy!

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+Last updated on 2025-01-02.

diff --git a/45_pptx_generation/readme.html b/45_pptx_generation/readme.html index d756838..b7f47e9 100644 --- a/45_pptx_generation/readme.html +++ b/45_pptx_generation/readme.html @@ -939,7 +939,7 @@

See also

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+Last updated on 2025-01-02.

diff --git a/47_vision/10_vision_CLIP.html b/47_vision/10_vision_CLIP.html index 8e1ab77..f96548d 100644 --- a/47_vision/10_vision_CLIP.html +++ b/47_vision/10_vision_CLIP.html @@ -1004,7 +1004,7 @@

CLIP transformer

-Last updated on 2024-12-31.
+Last updated on 2025-01-02.

diff --git a/47_vision/20_vision_ollama.html b/47_vision/20_vision_ollama.html index 96337b0..7edb63e 100644 --- a/47_vision/20_vision_ollama.html +++ b/47_vision/20_vision_ollama.html @@ -1053,7 +1053,7 @@

Exercise

-Last updated on 2024-12-31.
+Last updated on 2025-01-02.

diff --git a/47_vision/21_vision_openai.html b/47_vision/21_vision_openai.html index f9ae857..f725ac8 100644 --- a/47_vision/21_vision_openai.html +++ b/47_vision/21_vision_openai.html @@ -1056,7 +1056,7 @@

Exercise

-Last updated on 2024-12-31.
+Last updated on 2025-01-02.

diff --git a/47_vision/22_vision_qwen.html b/47_vision/22_vision_qwen.html index ecc1243..c44f6ca 100644 --- a/47_vision/22_vision_qwen.html +++ b/47_vision/22_vision_qwen.html @@ -1060,7 +1060,7 @@

Exercise

-Last updated on 2024-12-31.
+Last updated on 2025-01-02.

diff --git a/47_vision/30_vision_models_structred_output.html b/47_vision/30_vision_models_structred_output.html index 9cad637..4a3305b 100644 --- a/47_vision/30_vision_models_structred_output.html +++ b/47_vision/30_vision_models_structred_output.html @@ -1062,7 +1062,7 @@

Exercise

-Last updated on 2024-12-31.
+Last updated on 2025-01-02.

diff --git a/47_vision/readme.html b/47_vision/readme.html index 0b20b77..6a71daa 100644 --- a/47_vision/readme.html +++ b/47_vision/readme.html @@ -900,7 +900,7 @@

Vision language models

-Last updated on 2024-12-31.
+Last updated on 2025-01-02.

diff --git a/50_code_generation/02_generating_code.html b/50_code_generation/02_generating_code.html index 33815b5..8451b6e 100644 --- a/50_code_generation/02_generating_code.html +++ b/50_code_generation/02_generating_code.html @@ -1112,7 +1112,7 @@

Exercise

-Last updated on 2024-12-31.
+Last updated on 2025-01-02.

diff --git a/50_code_generation/03_generating_code.html b/50_code_generation/03_generating_code.html index bf1d35e..7c66dbb 100644 --- a/50_code_generation/03_generating_code.html +++ b/50_code_generation/03_generating_code.html @@ -1072,7 +1072,7 @@

Prompt engineering for code generation

-Last updated on 2024-12-31.
+Last updated on 2025-01-02.

diff --git a/50_code_generation/04_generating_code_for_processing_images.html b/50_code_generation/04_generating_code_for_processing_images.html index 4aadd66..fb57aa1 100644 --- a/50_code_generation/04_generating_code_for_processing_images.html +++ b/50_code_generation/04_generating_code_for_processing_images.html @@ -1053,7 +1053,7 @@

Exercises

-Last updated on 2024-12-31.
+Last updated on 2025-01-02.

diff --git a/50_code_generation/06_system_messages.html b/50_code_generation/06_system_messages.html index 80fec93..00f374a 100644 --- a/50_code_generation/06_system_messages.html +++ b/50_code_generation/06_system_messages.html @@ -1300,7 +1300,7 @@

Exercise

-Last updated on 2024-12-31.
+Last updated on 2025-01-02.

diff --git a/50_code_generation/10_reflection.html b/50_code_generation/10_reflection.html index dadf233..56820cb 100644 --- a/50_code_generation/10_reflection.html +++ b/50_code_generation/10_reflection.html @@ -1063,7 +1063,7 @@

Reflection step

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+Last updated on 2025-01-02.

diff --git a/50_code_generation/20_bia-bob_demo.html b/50_code_generation/20_bia-bob_demo.html index dbb888d..55c29d8 100644 --- a/50_code_generation/20_bia-bob_demo.html +++ b/50_code_generation/20_bia-bob_demo.html @@ -1052,7 +1052,7 @@

BIA Bob demo

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diff --git a/50_code_generation/21_documenting_code.html b/50_code_generation/21_documenting_code.html index c4149d0..ada632b 100644 --- a/50_code_generation/21_documenting_code.html +++ b/50_code_generation/21_documenting_code.html @@ -953,7 +953,7 @@

Documenting code

-Last updated on 2024-12-31.
+Last updated on 2025-01-02.

diff --git a/50_code_generation/22_bug_fixing.html b/50_code_generation/22_bug_fixing.html index c50284e..574db6b 100644 --- a/50_code_generation/22_bug_fixing.html +++ b/50_code_generation/22_bug_fixing.html @@ -944,7 +944,7 @@

Bug fixing

-Last updated on 2024-12-31.
+Last updated on 2025-01-02.

diff --git a/50_code_generation/23_generate_notebooks.html b/50_code_generation/23_generate_notebooks.html index 4ab32e8..92d9487 100644 --- a/50_code_generation/23_generate_notebooks.html +++ b/50_code_generation/23_generate_notebooks.html @@ -1095,7 +1095,7 @@

Generating no notebook

-Last updated on 2024-12-31.
+Last updated on 2025-01-02.

diff --git a/50_code_generation/24_vision-microscopy.html b/50_code_generation/24_vision-microscopy.html index 3c0cc6e..2b81acb 100644 --- a/50_code_generation/24_vision-microscopy.html +++ b/50_code_generation/24_vision-microscopy.html @@ -1008,7 +1008,7 @@

Vision models for image interpretation and code generation

-Last updated on 2024-12-31.
+Last updated on 2025-01-02.

diff --git a/50_code_generation/25_vision-microscopy-hints.html b/50_code_generation/25_vision-microscopy-hints.html index c84e146..4cb242b 100644 --- a/50_code_generation/25_vision-microscopy-hints.html +++ b/50_code_generation/25_vision-microscopy-hints.html @@ -1026,7 +1026,7 @@

Precise prompting for code

-Last updated on 2024-12-31.
+Last updated on 2025-01-02.

diff --git a/50_code_generation/Blob_Segmentation_Analysis.html b/50_code_generation/Blob_Segmentation_Analysis.html index 82d4238..013a11b 100644 --- a/50_code_generation/Blob_Segmentation_Analysis.html +++ b/50_code_generation/Blob_Segmentation_Analysis.html @@ -1167,7 +1167,7 @@

Visualize measurements

-Last updated on 2024-12-31.
+Last updated on 2025-01-02.

diff --git a/50_code_generation/hela_cell_segmentation.html b/50_code_generation/hela_cell_segmentation.html index 9a04c7d..f7f1100 100644 --- a/50_code_generation/hela_cell_segmentation.html +++ b/50_code_generation/hela_cell_segmentation.html @@ -1038,7 +1038,7 @@

HeLa Cells Image Analysis

-Last updated on 2024-12-31.
+Last updated on 2025-01-02.

diff --git a/50_code_generation/readme.html b/50_code_generation/readme.html index 5576637..df9b70f 100644 --- a/50_code_generation/readme.html +++ b/50_code_generation/readme.html @@ -900,7 +900,7 @@

Code generation

-Last updated on 2024-12-31.
+Last updated on 2025-01-02.

diff --git a/60_rag/05_tokenization.html b/60_rag/05_tokenization.html index 7445fc9..aeea154 100644 --- a/60_rag/05_tokenization.html +++ b/60_rag/05_tokenization.html @@ -1049,7 +1049,7 @@

Exercise

-Last updated on 2024-12-31.
+Last updated on 2025-01-02.

diff --git a/60_rag/10_text-embeddings.html b/60_rag/10_text-embeddings.html index 92e867a..3e5a721 100644 --- a/60_rag/10_text-embeddings.html +++ b/60_rag/10_text-embeddings.html @@ -1045,7 +1045,7 @@

Exercise

-Last updated on 2024-12-31.
+Last updated on 2025-01-02.

diff --git a/60_rag/10_word-embeddings.html b/60_rag/10_word-embeddings.html index 90c78d4..e24ccf8 100644 --- a/60_rag/10_word-embeddings.html +++ b/60_rag/10_word-embeddings.html @@ -1033,7 +1033,7 @@

Exercise

-Last updated on 2024-12-31.
+Last updated on 2025-01-02.

diff --git a/60_rag/11_text-embeedings-openai.html b/60_rag/11_text-embeedings-openai.html index 4b55aa3..764a4ae 100644 --- a/60_rag/11_text-embeedings-openai.html +++ b/60_rag/11_text-embeedings-openai.html @@ -972,7 +972,7 @@

OpenAI Embeddings

-Last updated on 2024-12-31.
+Last updated on 2025-01-02.

diff --git a/60_rag/20-simple-rag.html b/60_rag/20-simple-rag.html index c34944f..017e784 100644 --- a/60_rag/20-simple-rag.html +++ b/60_rag/20-simple-rag.html @@ -1377,7 +1377,7 @@

Exercise

-Last updated on 2024-12-31.
+Last updated on 2025-01-02.

diff --git a/60_rag/readme.html b/60_rag/readme.html index 1352be6..48c935f 100644 --- a/60_rag/readme.html +++ b/60_rag/readme.html @@ -900,7 +900,7 @@

Retrieval Augmented Generation

-Last updated on 2024-12-31.
+Last updated on 2025-01-02.

diff --git a/63_chat_with_docs/chat-with-docs.html b/63_chat_with_docs/chat-with-docs.html index b1f0081..b077a86 100644 --- a/63_chat_with_docs/chat-with-docs.html +++ b/63_chat_with_docs/chat-with-docs.html @@ -1023,7 +1023,7 @@

Chat with your PDFs!

-Last updated on 2024-12-31.
+Last updated on 2025-01-02.

diff --git a/63_chat_with_docs/chat-with-hpc-compendium.html b/63_chat_with_docs/chat-with-hpc-compendium.html index 137700a..5b16399 100644 --- a/63_chat_with_docs/chat-with-hpc-compendium.html +++ b/63_chat_with_docs/chat-with-hpc-compendium.html @@ -1022,7 +1022,7 @@

Ask about the HPC compendium

-Last updated on 2024-12-31.
+Last updated on 2025-01-02.

diff --git a/63_chat_with_docs/hpc-compendium-prepare-data.html b/63_chat_with_docs/hpc-compendium-prepare-data.html index 3cfaa15..06dde6a 100644 --- a/63_chat_with_docs/hpc-compendium-prepare-data.html +++ b/63_chat_with_docs/hpc-compendium-prepare-data.html @@ -1109,7 +1109,7 @@

Chat with documentation about HPC systems

-Last updated on 2024-12-31.
+Last updated on 2025-01-02.

diff --git a/63_chat_with_docs/hpc_compendium_full_text.html b/63_chat_with_docs/hpc_compendium_full_text.html index 8f0626d..53fc656 100644 --- a/63_chat_with_docs/hpc_compendium_full_text.html +++ b/63_chat_with_docs/hpc_compendium_full_text.html @@ -30977,7 +30977,7 @@

Open Q&A Sessions

-Last updated on 2024-12-31.
+Last updated on 2025-01-02.

diff --git a/63_chat_with_docs/hpc_compendium_summaries.html b/63_chat_with_docs/hpc_compendium_summaries.html index f045356..36529d2 100644 --- a/63_chat_with_docs/hpc_compendium_summaries.html +++ b/63_chat_with_docs/hpc_compendium_summaries.html @@ -1126,7 +1126,7 @@

Contents

-Last updated on 2024-12-31.
+Last updated on 2025-01-02.

diff --git a/63_chat_with_docs/llm-based-rag.html b/63_chat_with_docs/llm-based-rag.html index bff24fa..cf18b46 100644 --- a/63_chat_with_docs/llm-based-rag.html +++ b/63_chat_with_docs/llm-based-rag.html @@ -1112,7 +1112,7 @@

Exercise

-Last updated on 2024-12-31.
+Last updated on 2025-01-02.

diff --git a/63_chat_with_docs/long-context-prompting.html b/63_chat_with_docs/long-context-prompting.html index 1ae62ce..5f73e43 100644 --- a/63_chat_with_docs/long-context-prompting.html +++ b/63_chat_with_docs/long-context-prompting.html @@ -1000,7 +1000,7 @@

Exercise

-Last updated on 2024-12-31.
+Last updated on 2025-01-02.

diff --git a/63_chat_with_docs/readme.html b/63_chat_with_docs/readme.html index 36c097d..ec0e020 100644 --- a/63_chat_with_docs/readme.html +++ b/63_chat_with_docs/readme.html @@ -950,7 +950,7 @@

Chat with PDFs

-Last updated on 2024-12-31.
+Last updated on 2025-01-02.

diff --git a/64_github_interaction/solving_github_issues.html b/64_github_interaction/solving_github_issues.html index 161c40a..7184c53 100644 --- a/64_github_interaction/solving_github_issues.html +++ b/64_github_interaction/solving_github_issues.html @@ -1149,7 +1149,7 @@

Submitting a pull-request

-Last updated on 2024-12-31.
+Last updated on 2025-01-02.

diff --git a/66_arxiv_agent/arxiv_powerpoint_karaoke.html b/66_arxiv_agent/arxiv_powerpoint_karaoke.html index 71aa948..654889f 100644 --- a/66_arxiv_agent/arxiv_powerpoint_karaoke.html +++ b/66_arxiv_agent/arxiv_powerpoint_karaoke.html @@ -1067,7 +1067,7 @@

Exercise

-Last updated on 2024-12-31.
+Last updated on 2025-01-02.

diff --git a/66_arxiv_agent/multiagent_write_review.html b/66_arxiv_agent/multiagent_write_review.html index 65cc783..f798cdd 100644 --- a/66_arxiv_agent/multiagent_write_review.html +++ b/66_arxiv_agent/multiagent_write_review.html @@ -894,7 +894,6 @@

A multi-agent system writing a manuscript 
from IPython.display import display, Markdown
@@ -1454,7 +1453,7 @@ 
Exercise
     

-Last updated on 2024-12-31.

+Last updated on 2025-01-02.
diff --git a/66_arxiv_agent/simplifying_agentic_workflows.html b/66_arxiv_agent/simplifying_agentic_workflows.html index 6f188fc..697906b 100644 --- a/66_arxiv_agent/simplifying_agentic_workflows.html +++ b/66_arxiv_agent/simplifying_agentic_workflows.html @@ -1095,7 +1095,7 @@

Exercise

-Last updated on 2024-12-31.
+Last updated on 2025-01-02.

diff --git a/70_fine_tuning/10_generate_qa.html b/70_fine_tuning/10_generate_qa.html index 0c8ec1c..5bcbc14 100644 --- a/70_fine_tuning/10_generate_qa.html +++ b/70_fine_tuning/10_generate_qa.html @@ -1148,7 +1148,7 @@

Optional exercise

-Last updated on 2024-12-31.
+Last updated on 2025-01-02.

diff --git a/70_fine_tuning/40_fine_tuning.html b/70_fine_tuning/40_fine_tuning.html index 412d99c..cb740e0 100644 --- a/70_fine_tuning/40_fine_tuning.html +++ b/70_fine_tuning/40_fine_tuning.html @@ -1166,7 +1166,7 @@

Retrieving the new model name

-Last updated on 2024-12-31.
+Last updated on 2025-01-02.

diff --git a/70_fine_tuning/50_model_testing.html b/70_fine_tuning/50_model_testing.html index 1322071..3e68daa 100644 --- a/70_fine_tuning/50_model_testing.html +++ b/70_fine_tuning/50_model_testing.html @@ -1046,7 +1046,7 @@

Exercise

-Last updated on 2024-12-31.
+Last updated on 2025-01-02.

diff --git a/70_fine_tuning/checking_job_status.html b/70_fine_tuning/checking_job_status.html index 3fe8381..65ac1ca 100644 --- a/70_fine_tuning/checking_job_status.html +++ b/70_fine_tuning/checking_job_status.html @@ -929,7 +929,7 @@

Checking a fine-tuning job status

-Last updated on 2024-12-31.
+Last updated on 2025-01-02.

diff --git a/70_fine_tuning/json_to_txt.html b/70_fine_tuning/json_to_txt.html index ebe299d..c3d0481 100644 --- a/70_fine_tuning/json_to_txt.html +++ b/70_fine_tuning/json_to_txt.html @@ -933,7 +933,7 @@

Converting Q&A JSONL files into text files

-Last updated on 2024-12-31.
+Last updated on 2025-01-02.

diff --git a/70_fine_tuning/list_available_models.html b/70_fine_tuning/list_available_models.html index d178aee..43ef044 100644 --- a/70_fine_tuning/list_available_models.html +++ b/70_fine_tuning/list_available_models.html @@ -959,7 +959,7 @@

Listing available models

-Last updated on 2024-12-31.
+Last updated on 2025-01-02.

diff --git a/70_fine_tuning/readme.html b/70_fine_tuning/readme.html index 2371fbe..6a7a9c6 100644 --- a/70_fine_tuning/readme.html +++ b/70_fine_tuning/readme.html @@ -900,7 +900,7 @@

Model Fine-Tuning in the cloud

-Last updated on 2024-12-31.
+Last updated on 2025-01-02.

diff --git a/71_fine_tuning_hf/fine-tune-gemma.html b/71_fine_tuning_hf/fine-tune-gemma.html index af636b2..550a5c6 100644 --- a/71_fine_tuning_hf/fine-tune-gemma.html +++ b/71_fine_tuning_hf/fine-tune-gemma.html @@ -1400,7 +1400,7 @@

Testing the model

-Last updated on 2024-12-31.
+Last updated on 2025-01-02.

diff --git a/71_fine_tuning_hf/hf_data_upload.html b/71_fine_tuning_hf/hf_data_upload.html index 8000163..ec6ef01 100644 --- a/71_fine_tuning_hf/hf_data_upload.html +++ b/71_fine_tuning_hf/hf_data_upload.html @@ -1181,7 +1181,7 @@

Downloading the data

-Last updated on 2024-12-31.
+Last updated on 2025-01-02.

diff --git a/71_fine_tuning_hf/merging_model.html b/71_fine_tuning_hf/merging_model.html index d58db19..98dc46c 100644 --- a/71_fine_tuning_hf/merging_model.html +++ b/71_fine_tuning_hf/merging_model.html @@ -1126,7 +1126,7 @@

Uploading the model to Huggingface hub

-Last updated on 2024-12-31.
+Last updated on 2025-01-02.

diff --git a/71_fine_tuning_hf/readme.html b/71_fine_tuning_hf/readme.html index 48766e9..5e19e73 100644 --- a/71_fine_tuning_hf/readme.html +++ b/71_fine_tuning_hf/readme.html @@ -900,7 +900,7 @@

Model Fine-Tuning locally

-Last updated on 2024-12-31.
+Last updated on 2025-01-02.

diff --git a/71_fine_tuning_hf/test_model.html b/71_fine_tuning_hf/test_model.html index b8123a0..379228b 100644 --- a/71_fine_tuning_hf/test_model.html +++ b/71_fine_tuning_hf/test_model.html @@ -972,7 +972,7 @@

Testing the model

-Last updated on 2024-12-31.
+Last updated on 2025-01-02.

diff --git a/80_benchmarking_llms/10_CLIP_scores.html b/80_benchmarking_llms/10_CLIP_scores.html index 7a01be4..1dfcb4e 100644 --- a/80_benchmarking_llms/10_CLIP_scores.html +++ b/80_benchmarking_llms/10_CLIP_scores.html @@ -1134,7 +1134,7 @@

Exercise

-Last updated on 2024-12-31.
+Last updated on 2025-01-02.

diff --git a/80_benchmarking_llms/20_vision_models.html b/80_benchmarking_llms/20_vision_models.html index 7ee318e..92795a6 100644 --- a/80_benchmarking_llms/20_vision_models.html +++ b/80_benchmarking_llms/20_vision_models.html @@ -1395,7 +1395,7 @@

Benchmarking vision-LLMs

-Last updated on 2024-12-31.
+Last updated on 2025-01-02.

diff --git a/80_benchmarking_llms/30_measuring_executability.html b/80_benchmarking_llms/30_measuring_executability.html index 95ea65d..7779017 100644 --- a/80_benchmarking_llms/30_measuring_executability.html +++ b/80_benchmarking_llms/30_measuring_executability.html @@ -1209,7 +1209,7 @@

Batch prompting

-Last updated on 2024-12-31.
+Last updated on 2025-01-02.

diff --git a/80_benchmarking_llms/40_summarize_error_messages.html b/80_benchmarking_llms/40_summarize_error_messages.html index 30a7948..fc74ef3 100644 --- a/80_benchmarking_llms/40_summarize_error_messages.html +++ b/80_benchmarking_llms/40_summarize_error_messages.html @@ -1388,7 +1388,7 @@

Exercise

-Last updated on 2024-12-31.
+Last updated on 2025-01-02.

diff --git a/80_benchmarking_llms/readme.html b/80_benchmarking_llms/readme.html index c1f14dc..7422aa7 100644 --- a/80_benchmarking_llms/readme.html +++ b/80_benchmarking_llms/readme.html @@ -900,7 +900,7 @@

Benchmarking

-Last updated on 2024-12-31.
+Last updated on 2025-01-02.

diff --git a/_sources/66_arxiv_agent/multiagent_write_review.ipynb b/_sources/66_arxiv_agent/multiagent_write_review.ipynb index f739c24..d3cd643 100644 --- a/_sources/66_arxiv_agent/multiagent_write_review.ipynb +++ b/_sources/66_arxiv_agent/multiagent_write_review.ipynb @@ -15,9 +15,7 @@ "* A scheduler which distributes tasks to the other agents.\n", "\n", "**Note:** For technical reasons, we only read the abstract. \n", - "Of course, as in read life, it would be better to read the entire paper, but this exceeds token limits of SOTA open-weight LLMs.\n", - "\n", - "This notebook will only work with an upcoming release of smolagents (> 0.1.3)." + "Of course, as in read life, it would be better to read the entire paper, but this exceeds token limits of SOTA open-weight LLMs." ] }, { diff --git a/genindex.html b/genindex.html index 071272b..9b397e5 100644 --- a/genindex.html +++ b/genindex.html @@ -823,7 +823,7 @@

Index

-Last updated on 2024-12-31.
+Last updated on 2025-01-02.

diff --git a/imprint.html b/imprint.html index ca286b1..cdf0cab 100644 --- a/imprint.html +++ b/imprint.html @@ -1072,7 +1072,7 @@

Datenschutz

-Last updated on 2024-12-31.
+Last updated on 2025-01-02.

diff --git a/intro.html b/intro.html index f6d0e40..93d437a 100644 --- a/intro.html +++ b/intro.html @@ -1097,7 +1097,7 @@

Acknowledgements

-Last updated on 2024-12-31.
+Last updated on 2025-01-02.

diff --git a/search.html b/search.html index d7b184f..5c99d3d 100644 --- a/search.html +++ b/search.html @@ -833,7 +833,7 @@

Search

-Last updated on 2024-12-31.
+Last updated on 2025-01-02.

diff --git a/searchindex.js b/searchindex.js index d15fa99..7930cff 100644 --- a/searchindex.js +++ b/searchindex.js @@ -1 +1 @@ -Search.setIndex({"docnames": ["00_setup/install_paula", "00_setup/readme", "10_prompting_basics/01_prompting", "10_prompting_basics/02_use_cases", "10_prompting_basics/03_prompt_engineering", "10_prompting_basics/readme", "15_endpoint_apis/01_openai_api", "15_endpoint_apis/02_ollama_endpoint", "15_endpoint_apis/03_blablador_endpoint", "15_endpoint_apis/04_scadsai_llm_endpoint", "15_endpoint_apis/05_azure_endpoints", "15_endpoint_apis/06_kisski_endpoint", "15_endpoint_apis/07_mistral_endpoint", "15_endpoint_apis/10_anthropic_api", "15_endpoint_apis/20_google_gemini", "15_endpoint_apis/30_huggingface", "15_endpoint_apis/31_huggingface_serverless_inference_api", "15_endpoint_apis/readme", "20_chatbots/10_chatbot", "20_chatbots/gui", "20_chatbots/readme", "30_function_calling/10_function_calling", "30_function_calling/12_function_calling_scadsai_llm", 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40, 43, 51, 56, 59, 61, 64, 65, 66, 67, 68, 79, 81, 84, 85, 87, 88, 102], "anoth": [1, 10, 24, 26, 31, 35, 40, 41, 79], "break": [1, 4, 6, 47, 48, 70, 79, 86], "e": [1, 4, 10, 19, 24, 25, 37, 38, 39, 40, 42, 43, 44, 46, 52, 66, 69, 76, 77, 78, 79, 82, 85, 86, 87, 91, 93, 96, 105, 106], "g": [1, 4, 10, 24, 25, 36, 38, 39, 40, 42, 43, 46, 48, 52, 66, 69, 79, 82, 85, 86, 87, 91, 96], "incompat": [1, 79], "wa": [1, 3, 6, 16, 18, 21, 23, 24, 25, 26, 27, 33, 34, 40, 41, 42, 43, 46, 47, 48, 50, 53, 79, 83, 85, 86, 90, 95, 96, 97, 99, 102, 103], "new": [1, 8, 15, 23, 24, 25, 26, 29, 33, 36, 42, 47, 48, 64, 80, 84, 86, 92, 95, 97], "start": [1, 4, 5, 18, 24, 26, 27, 47, 66, 70, 80, 81, 83, 84, 89, 100], "over": [1, 36, 65, 66, 79, 80, 86], "see": [1, 7, 8, 11, 16, 19, 21, 22, 25, 31, 36, 47, 52, 56, 57, 66, 70, 72, 74, 75, 79, 84, 85, 89, 95, 97, 99, 101, 106], "also": [1, 4, 7, 8, 9, 10, 11, 12, 15, 16, 19, 21, 22, 23, 24, 26, 27, 30, 31, 36, 42, 45, 46, 47, 56, 59, 66, 74, 78, 79, 80, 81, 82, 83, 85, 86, 87, 89, 90, 100, 102, 106], "scientif": [1, 34, 36, 41, 43, 51, 53, 56, 61, 64, 66, 67, 68, 79, 87, 96], "friend": [1, 22], "data": [1, 3, 8, 9, 11, 12, 18, 21, 22, 23, 24, 25, 27, 30, 33, 34, 35, 36, 41, 42, 43, 47, 48, 50, 51, 52, 53, 54, 56, 57, 58, 61, 66, 67, 69, 71, 72, 73, 74, 76, 78, 80, 81, 85, 86, 87, 88, 89, 90, 93, 95, 97, 100, 101, 102, 103, 106], "analysi": [1, 3, 25, 28, 47, 56, 58, 59, 61, 71, 72, 80, 81, 87, 95, 96, 102, 106], "get": [1, 5, 8, 9, 10, 11, 16, 21, 22, 27, 30, 31, 33, 47, 50, 53, 59, 62, 66, 74, 77, 80, 81, 84, 85, 86, 96, 101, 103], "mambaforg": [1, 36], "download": [1, 7, 15, 21, 27, 40, 47, 50, 70, 78, 80, 85, 95, 97], "miniforg": 1, "distribut": [1, 80, 86], "alreadi": [1, 66, 79], "have": [1, 2, 3, 4, 7, 10, 15, 18, 21, 26, 27, 30, 31, 33, 47, 48, 57, 59, 60, 66, 68, 70, 78, 79, 80, 81, 84, 85, 86, 87, 88, 89, 90, 95, 96, 102, 103], "old": [1, 4, 15, 79], "haven": [1, 79], "touch": [1, 79], "while": [1, 18, 43, 47, 79, 87, 89, 91, 101, 102], "instead": [1, 23, 24, 25, 42, 47, 79, 86, 95, 97, 99], "For": [1, 6, 8, 18, 22, 24, 27, 29, 31, 47, 57, 62, 63, 66, 68, 71, 72, 73, 86, 97, 98], "eas": [1, 79], "add": [1, 23, 24, 26, 30, 31, 47, 48, 49, 59, 63, 64, 71, 72, 85, 103], "path": [1, 27, 47, 48, 59, 74, 78, 79], "variabl": [1, 21, 22, 33, 49, 59, 68, 74, 79, 80, 84, 85, 88, 95, 96], "dure": [1, 4, 7, 18, 25, 66, 80, 95], "It": [1, 4, 6, 7, 10, 12, 18, 26, 27, 33, 40, 43, 47, 49, 58, 61, 64, 66, 67, 68, 78, 79, 81, 86, 95, 96, 97, 101, 102, 106], "The": [1, 2, 3, 4, 6, 10, 13, 14, 15, 16, 21, 22, 23, 24, 25, 26, 27, 29, 31, 33, 35, 36, 40, 42, 46, 47, 48, 51, 53, 54, 58, 59, 63, 64, 65, 66, 68, 70, 80, 82, 84, 85, 86, 87, 95, 96, 97, 99, 100, 101, 102, 103, 106], "should": [1, 4, 22, 25, 31, 42, 47, 48, 58, 66, 70, 80, 85, 86, 87, 95, 97, 99, 102], "too": [1, 15, 31, 47], "imag": [1, 3, 21, 22, 25, 26, 27, 28, 30, 36, 41, 45, 47, 48, 50, 54, 55, 56, 57, 59, 61, 62, 63, 64, 66, 69, 74, 79, 88, 89, 90, 95, 96, 97, 99, 101, 102, 103, 104, 106], "vision": [1, 14, 40, 51, 52, 53, 61, 66, 67, 68, 79, 93, 106], "requir": [1, 3, 21, 22, 33, 42, 47, 80, 81, 85, 87, 88, 89, 103], "power": [1, 70, 80], "recent": [1, 3, 31, 80, 86, 87], "file": [1, 21, 24, 25, 27, 40, 46, 57, 58, 59, 60, 61, 66, 68, 74, 78, 80, 81, 85, 86, 88, 89, 91, 96, 97, 99, 101, 102, 103], "base": [1, 23, 24, 25, 30, 33, 40, 50, 58, 59, 61, 66, 68, 70, 71, 74, 76, 77, 78, 80, 83, 86, 89, 97, 100, 106], "model": [1, 2, 6, 7, 8, 9, 11, 12, 13, 14, 15, 16, 18, 21, 22, 23, 24, 26, 27, 29, 30, 31, 33, 34, 35, 36, 40, 41, 42, 43, 46, 47, 48, 50, 51, 52, 53, 56, 57, 58, 59, 60, 61, 64, 66, 67, 68, 70, 72, 73, 74, 76, 77, 80, 82, 85, 86, 87, 88, 91, 96, 102, 103], "pleas": [1, 3, 15, 24, 25, 26, 47, 64, 65, 66, 78, 79, 81, 85, 86, 95, 97, 99, 102, 106], "folder": [1, 40, 47, 76, 77, 78, 83, 84], "0": [1, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 19, 21, 22, 23, 24, 25, 27, 29, 30, 31, 33, 34, 35, 36, 40, 41, 42, 43, 46, 47, 48, 50, 51, 52, 53, 54, 56, 57, 58, 59, 60, 61, 62, 64, 65, 66, 67, 68, 71, 72, 73, 74, 76, 77, 78, 82, 83, 85, 86, 89, 90, 95, 96, 97, 99, 100, 101, 102, 103, 105], "1": [1, 6, 7, 8, 9, 11, 14, 15, 16, 21, 22, 23, 24, 25, 29, 30, 31, 33, 34, 35, 36, 40, 41, 42, 43, 46, 47, 48, 50, 56, 58, 59, 65, 66, 67, 68, 71, 72, 73, 74, 80, 82, 85, 86, 87, 88, 89, 90, 91, 93, 95, 96, 100, 101, 102, 103, 105, 106], "39": [1, 21, 79, 95], "furthermor": [1, 21, 29, 79, 86, 103], "consid": [1, 2, 4, 6, 12, 15, 36, 65, 66, 68, 74, 79, 80, 85, 88, 106], "llava": [1, 54, 106], "6": [1, 3, 8, 26, 33, 47, 48, 68, 79, 84, 100, 101, 102, 103, 106], "mistral": [1, 8, 10, 11, 21, 106], "v0": [1, 8, 9, 21, 79, 85, 106], "3": [1, 6, 8, 9, 11, 13, 15, 16, 19, 21, 22, 23, 24, 25, 26, 29, 30, 31, 33, 34, 35, 36, 40, 41, 43, 46, 47, 48, 51, 53, 54, 57, 58, 59, 60, 61, 64, 65, 67, 68, 71, 72, 73, 74, 77, 81, 84, 85, 86, 87, 89, 90, 91, 93, 95, 96, 100, 101, 102, 103, 106], "gemma": [1, 16, 70, 97, 99, 106], "llama3": [1, 7, 8, 31, 33, 76], "run": [1, 7, 19, 21, 23, 24, 25, 26, 29, 31, 33, 46, 47, 49, 57, 59, 76, 80, 82, 84, 85, 86, 89, 91, 95, 100, 101, 102], "note": [1, 2, 25, 29, 43, 47, 58, 59, 62, 64, 72, 80, 81, 84, 85, 86, 96, 99, 101, 102, 103], "plan": [1, 4, 6, 59, 79, 103], "commerci": [1, 79], "languag": [1, 2, 4, 18, 21, 22, 23, 24, 26, 27, 29, 30, 31, 32, 33, 40, 47, 51, 52, 53, 59, 65, 66, 70, 74, 79, 80, 83, 84, 85, 86, 87, 88, 89, 96, 106], "regist": [1, 26, 79], "websit": [1, 18, 48, 79, 80, 81, 96], "acquir": [1, 25], "so": [1, 2, 3, 18, 21, 29, 33, 34, 36, 47, 48, 54, 58, 66, 68, 79, 80, 82, 90, 96], "call": [1, 8, 9, 11, 15, 16, 18, 23, 27, 29, 30, 31, 32, 33, 36, 43, 45, 56, 79, 84, 86, 87, 95, 96, 97], "all": [1, 3, 7, 12, 40, 47, 48, 59, 66, 74, 80, 84, 86, 88, 89, 95, 96, 103], "exercis": 1, "thei": [1, 3, 10, 15, 16, 26, 31, 34, 66, 79, 80, 85, 86, 99, 101], "might": [1, 15, 18, 36, 43, 51, 53, 59, 60, 64, 65, 66, 79, 81, 84, 86, 87, 103], "openai": [1, 7, 8, 9, 10, 11, 18, 22, 23, 24, 25, 26, 29, 30, 31, 33, 34, 35, 36, 37, 44, 47, 48, 49, 50, 51, 52, 53, 54, 56, 57, 58, 59, 60, 71, 72, 85, 86, 91, 93, 94, 96, 100, 101, 102, 106], "gpt": [1, 3, 6, 8, 10, 24, 29, 33, 47, 48, 52, 54, 56, 57, 58, 59, 60, 65, 66, 74, 90, 91, 93, 96, 101, 102, 103], "anthrop": [1, 47, 56, 106], "claud": [1, 18, 47, 56, 61, 64, 65, 67, 68, 103, 106], "googl": [1, 14, 16, 70, 79, 82, 95, 97], "huggingfac": [1, 33, 37, 40, 41, 44, 71, 76, 77, 95, 99, 106], "kisski": 1, "gwdg": 1, "blablador": [1, 11, 106], "helmholtz": [1, 8], "save": [1, 27, 47, 48, 56, 58, 64, 78, 79, 80, 84, 85, 89, 95, 99, 101, 102], "explain": [1, 4, 8, 47, 49, 57, 64, 68, 79, 80, 84], "send": [2, 6, 7, 8, 9, 10, 11, 13, 14, 47, 48, 51, 52, 53, 54, 56, 57, 58, 59, 60, 74, 84, 101, 102], "larg": [2, 8, 11, 12, 18, 21, 22, 23, 24, 25, 26, 27, 30, 33, 36, 40, 47, 65, 66, 74, 80, 85, 86, 87, 93, 106], "llm": [2, 3, 5, 6, 7, 8, 10, 11, 13, 15, 16, 19, 23, 24, 25, 27, 29, 30, 31, 32, 33, 45, 47, 51, 52, 53, 54, 60, 66, 74, 76, 77, 78, 84, 85, 86, 87, 103, 104, 106], "receiv": [2, 4, 18, 19, 47, 66, 79, 95], "answer": [2, 3, 6, 7, 8, 9, 10, 11, 12, 13, 18, 19, 20, 21, 31, 33, 47, 48, 51, 52, 53, 54, 59, 65, 66, 76, 77, 79, 81, 82, 92, 95, 96, 101], "skip": [2, 78, 79], "technic": [2, 80, 86, 87], "implement": [2, 27, 32, 59, 74, 79, 80, 84, 87], "detail": [2, 52, 57, 59, 64, 66, 80, 84, 85, 86, 87, 95, 96, 97, 99, 101, 102], "first": [2, 4, 6, 21, 22, 27, 33, 36, 40, 41, 42, 46, 47, 48, 50, 51, 52, 53, 58, 59, 60, 65, 66, 74, 81, 84, 85, 86, 89, 95, 96, 102, 103, 106], "step": [2, 27, 31, 33, 46, 47, 48, 59, 67, 68, 74, 80, 93, 95, 97, 102, 103], "import": [2, 3, 4, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 18, 19, 21, 22, 23, 24, 25, 26, 27, 29, 30, 31, 33, 34, 35, 36, 40, 41, 42, 43, 46, 47, 48, 50, 51, 52, 53, 54, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 71, 72, 73, 74, 76, 77, 78, 80, 81, 82, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 95, 96, 97, 99, 100, 101, 102, 103], "prompt_": 2, "function": [2, 7, 8, 9, 10, 11, 13, 15, 16, 23, 24, 25, 27, 29, 30, 31, 32, 33, 34, 36, 40, 45, 46, 48, 51, 52, 53, 54, 56, 57, 58, 59, 60, 62, 66, 71, 72, 74, 80, 84, 85, 86, 87, 88, 89, 95, 96, 97, 99, 101, 102, 103], "now": [2, 21, 24, 25, 27, 31, 42, 47, 48, 52, 53, 56, 58, 60, 70, 79, 80, 86, 100, 102], "allow": [2, 7, 21, 22, 24, 27, 29, 31, 42, 43, 45, 47, 59, 66, 74, 79, 80, 83, 84, 88, 89], "prompting_util": [2, 3, 4], "prompt_chatgpt": [2, 3, 4, 6, 18, 19, 47, 52, 54, 74], "english": [2, 23, 24, 27, 30, 31, 78, 79, 80, 84], "write": [2, 4, 6, 21, 27, 33, 35, 47, 54, 56, 57, 58, 59, 60, 64, 74, 78, 80, 87, 88, 90, 92, 95, 96, 97, 99, 102], "begin": [2, 47, 62, 64, 79, 86, 87, 101], "each": [2, 3, 4, 18, 22, 47, 48, 54, 59, 61, 62, 64, 68, 71, 72, 79, 80, 92, 103], "cell": [2, 3, 23, 25, 30, 34, 36, 47, 53, 54, 56, 59, 62, 63, 64, 65, 66, 79, 89], "countri": 2, "ar": [2, 3, 4, 6, 10, 15, 18, 19, 21, 22, 24, 26, 27, 32, 33, 40, 42, 43, 47, 48, 53, 54, 56, 57, 59, 60, 66, 68, 71, 72, 74, 80, 81, 84, 85, 86, 87, 88, 93, 95, 96, 99, 101, 103, 106], "central": [2, 79], "europ": [2, 10, 26], "often": [2, 16, 33, 79, 80, 85, 103], "includ": [2, 17, 18, 47, 52, 79, 80, 85, 86, 87, 88], "follow": [2, 3, 7, 21, 22, 26, 31, 47, 48, 54, 58, 59, 60, 64, 67, 68, 76, 79, 81, 82, 84, 85, 86, 87, 88, 89, 101, 102], "germani": [2, 79, 106], "austria": 2, "czech": [2, 15], "republ": [2, 15], "slovakia": 2, "poland": 2, "hungari": 2, "slovenia": 2, "switzerland": 2, "sometim": [2, 6, 79], "part": [2, 36, 41, 46, 47, 48, 52, 70, 79, 81, 87], "locat": [2, 18, 26, 33, 47, 79], "doe": [2, 18, 25, 29, 33, 46, 64, 68, 76, 79, 84, 86, 89], "ani": [2, 4, 18, 27, 30, 31, 47, 57, 59, 66, 68, 79, 80, 101], "respons": [2, 6, 7, 8, 9, 10, 11, 13, 14, 18, 19, 21, 22, 29, 31, 34, 35, 36, 47, 48, 51, 52, 53, 54, 56, 57, 58, 59, 60, 72, 73, 74, 80, 81, 82, 85, 86, 90, 101, 102], "veri": [2, 4, 16, 27, 47, 74, 86, 106], "same": [2, 10, 15, 25, 43, 48, 52, 54, 56, 58, 59, 60, 70, 71, 72, 74, 79, 81, 85, 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