From 964807939c1d645faead833e41d397f9a680a095 Mon Sep 17 00:00:00 2001 From: Andrew Huang Date: Thu, 2 Jan 2025 18:40:27 -0800 Subject: [PATCH 1/4] Quick start instructions and screenshots --- .../getting_started/using_lumen_ai_00.png | Bin 0 -> 487942 bytes .../getting_started/using_lumen_ai_01.png | Bin 0 -> 77802 bytes .../getting_started/using_lumen_ai_02.png | Bin 0 -> 42024 bytes .../getting_started/using_lumen_ai_03.png | Bin 0 -> 314742 bytes .../getting_started/using_lumen_ai_04.png | Bin 0 -> 261034 bytes .../getting_started/using_lumen_ai_05.png | Bin 0 -> 200146 bytes .../getting_started/using_lumen_ai_06.png | Bin 0 -> 59496 bytes .../getting_started/using_lumen_ai_07.png | Bin 0 -> 333791 bytes doc/getting_started/using_lumen_ai.md | 110 +++++++++++++++++- 9 files changed, 108 insertions(+), 2 deletions(-) create mode 100644 doc/_static/getting_started/using_lumen_ai_00.png create mode 100644 doc/_static/getting_started/using_lumen_ai_01.png create mode 100644 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+![](../_static/getting_started/using_lumen_ai_07.png) + +The notebook comprises several cells: + +- Markdown cells display user inputs and outputs from specific agents, such as `ChatAgent` and `AnalystAgent`. +- Code cells contain the Lumen specifications used to generate visualizations and tables. + +## Command Line Interface Below are some of the options that can be passed to the `serve` command, or run `lumen-ai serve --help` for all the available options. From 952f03a03cbeb620d70f5e119343f4359d117ce0 Mon Sep 17 00:00:00 2001 From: Andrew Huang Date: Thu, 2 Jan 2025 18:42:03 -0800 Subject: [PATCH 2/4] tweak messaging --- doc/getting_started/using_lumen_ai.md | 8 +++----- 1 file changed, 3 insertions(+), 5 deletions(-) diff --git a/doc/getting_started/using_lumen_ai.md b/doc/getting_started/using_lumen_ai.md index 558872c0b..082d6faff 100644 --- a/doc/getting_started/using_lumen_ai.md +++ b/doc/getting_started/using_lumen_ai.md @@ -10,22 +10,20 @@ To get started with Lumen AI, users can launch the built-in chat interface throu lumen-ai serve ``` -Alternatively users can launch the chat interface with a pre-loaded source. Here, we load the `penguins` dataset from the HoloViz datasets. +Alternatively users can launch the chat interface with a pre-loaded source. Here, we load the `penguins` dataset directly from the web: ```bash -lumen-ai serve https://datasets.holoviz.org/penguins/v1/penguins.csv +lumen-ai serve https://raw.githubusercontent.com/allisonhorst/palmerpenguins/refs/heads/main/inst/extdata/penguins.csv ``` This will launch the chat interface on `localhost:5006`. ![](../_static/getting_started/using_lumen_ai_00.png) -Upon loading the page, users have a few options to get started. +Upon loading the page, users have a few options to get started, but [Option D: Chat](#option-d-chat) is the main way to interact with the LLM--all the other options are supplementary. ![](../_static/getting_started/using_lumen_ai_01.png) -[Option D: Chat](#option-d-chat) is the main way to interact with the LLM--all the other options are supplementary. - ### Option A: Upload Files Upload additional files, such as datasets (CSVs, XLSX, Parquet, etc) and documents (DOCX, PDF, MD, etc), by dragging and dropping files or selecting them from the file browser. From 3c12fe8443df120a4a47326c963156eef69fc583 Mon Sep 17 00:00:00 2001 From: Andrew Huang Date: Thu, 2 Jan 2025 18:46:40 -0800 Subject: [PATCH 3/4] add line --- doc/getting_started/using_lumen_ai.md | 2 ++ 1 file changed, 2 insertions(+) diff --git a/doc/getting_started/using_lumen_ai.md b/doc/getting_started/using_lumen_ai.md index 082d6faff..9d65f5d25 100644 --- a/doc/getting_started/using_lumen_ai.md +++ b/doc/getting_started/using_lumen_ai.md @@ -28,6 +28,8 @@ Upon loading the page, users have a few options to get started, but [Option D: C Upload additional files, such as datasets (CSVs, XLSX, Parquet, etc) and documents (DOCX, PDF, MD, etc), by dragging and dropping files or selecting them from the file browser. +Datasets will be loaded into the LLM's memory and can be referred to in the chat to generate insights and visualizations, while documents will be converted to text and indexed for search, allowing the LLM to refer to them to enrich its responses. + ![](../_static/getting_started/using_lumen_ai_02.png) Upon uploading, a prompt will appear to ask the user to specify aliases for each file, and additionally metadata, if documents are uploaded. These aliases will be used to refer to the files in the chat while the metadata will be used to provide additional context to the LLMs on when to refer to the files. From aab3544d3a249277368a23e5e62505af1035bd26 Mon Sep 17 00:00:00 2001 From: Andrew <15331990+ahuang11@users.noreply.github.com> Date: Fri, 3 Jan 2025 08:55:15 -0800 Subject: [PATCH 4/4] Update doc/getting_started/using_lumen_ai.md Co-authored-by: Andy Maloney --- doc/getting_started/using_lumen_ai.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/doc/getting_started/using_lumen_ai.md b/doc/getting_started/using_lumen_ai.md index 9d65f5d25..97339ec7e 100644 --- a/doc/getting_started/using_lumen_ai.md +++ b/doc/getting_started/using_lumen_ai.md @@ -32,7 +32,7 @@ Datasets will be loaded into the LLM's memory and can be referred to in the chat ![](../_static/getting_started/using_lumen_ai_02.png) -Upon uploading, a prompt will appear to ask the user to specify aliases for each file, and additionally metadata, if documents are uploaded. These aliases will be used to refer to the files in the chat while the metadata will be used to provide additional context to the LLMs on when to refer to the files. +A prompt will appear during upload that asks the user to specify aliases for each file and any additional metadata. These aliases will be used to refer to the files in the chat, while the metadata will be used to provide additional context to the LLMs on when to refer to the files. ### Option B: Explore Table(s)

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