From 4ff1560ddb3e85e869cb0c881b60ae76e9372be3 Mon Sep 17 00:00:00 2001 From: shivaraj-bh Date: Tue, 2 Jul 2024 19:21:54 +0530 Subject: [PATCH 1/6] docs(example/llm): init --- doc/examples.md | 3 ++- doc/llm.md | 27 +++++++++++++++++++++++++++ doc/llm.png | Bin 0 -> 676334 bytes 3 files changed, 29 insertions(+), 1 deletion(-) create mode 100644 doc/llm.md create mode 100644 doc/llm.png diff --git a/doc/examples.md b/doc/examples.md index 50ad65cc..ea8abf22 100644 --- a/doc/examples.md +++ b/doc/examples.md @@ -1,3 +1,4 @@ # Examples -- [ ] [[share-services]]# +- [[share-services]]# +- [[llm]]# diff --git a/doc/llm.md b/doc/llm.md new file mode 100644 index 00000000..d9e33faf --- /dev/null +++ b/doc/llm.md @@ -0,0 +1,27 @@ +--- +page: + image: llm.png +--- + +# Running local LLM using ollama and open-webui + +While `services-flake` is generally used for running services in a *development* project, typically under a source code checkout, you can also write flakes to derive an end-user app which runs a group of services, which then can be run using `nix run` (or installed using `nix profile install`): + +```sh +# You can also use `nix profile install` on this URL, and run `services-flake-llm` +nix run "github:juspay/services-flake?dir=example/llm" +``` + +
+ +
+ +>[!note] +>This will download about 9GB of data before launching the Web UI. You can choose a different model or no model (see below) to minimize or avoid this delay. + +## Default configuration & models + +`example/llm` runs two processes [[ollama]] and [[open-webui]] + +- The ollama data is stored under `$HOME/.services-flake/llm/ollama`. You can change this path in `flake.nix` by setting the `dataDir` option. +- A single model ([`deepseek-coder-v2`](https://ollama.com/library/deepseek-coder-v2)) is automatically downloaded. You can modify this in `flake.nix` as well by setting the `models` option. 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zI$%02JK9tJQw1jF)$+$FtRH8780G`;YF=)&iE2M+{N~2?ybD&daNlMbIand*or1Dq^P3bFAY( z$`NnD#!d_Mz5LJQ{`x;JempStD*5Z{Uq0%uKLmIu7YBVIE2$n$YTy(-1RQ2I#IcyD zIQzOS-roKK4@+ZnvIk3g()c`AXA9^zG^2aCt&4>S6h0-g) zq4yB$|KZp8Fe69)A}S^DMmnH@>cjgt(B~J;8c{*{;P;$9d?%}T^XODh0fV*r zZvXdQ{z=CF4-)@%era#P+PD>KKi)VuG$|YKc+eHW@$4qvM+^M`mL^Xi-6wqW+!Js> z-DPI+xyp@`_YwzHpB#BpL{c~Z+FuRq3$`@W1VD9b)^Z!(8ZVl!x$m40Rd-KLnNzYxw`*(13 Ud?0fdh6De^g=K__1@yfCA75Y8rT_o{ literal 0 HcmV?d00001 From 5bcc105abcea2fe3976749d02b37e78004cd7843 Mon Sep 17 00:00:00 2001 From: shivaraj-bh Date: Tue, 2 Jul 2024 21:47:00 +0530 Subject: [PATCH 2/6] chore: symlink `example/llm/README.md`; deepseek-coder-v2 -> phi3 --- doc/llm.md | 12 +++++++++--- example/llm/README.md | 19 +------------------ example/llm/flake.nix | 2 +- 3 files changed, 11 insertions(+), 22 deletions(-) mode change 100644 => 120000 example/llm/README.md diff --git a/doc/llm.md b/doc/llm.md index d9e33faf..8ea429e6 100644 --- a/doc/llm.md +++ b/doc/llm.md @@ -7,6 +7,9 @@ page: While `services-flake` is generally used for running services in a *development* project, typically under a source code checkout, you can also write flakes to derive an end-user app which runs a group of services, which then can be run using `nix run` (or installed using `nix profile install`): +>[!note] +>This will download about 2.4GB of data before launching the Web UI. You can choose a different model or no model (see [below](https://community.flake.parts/services-flake/llm#default-config)) to minimize or avoid this delay. + ```sh # You can also use `nix profile install` on this URL, and run `services-flake-llm` nix run "github:juspay/services-flake?dir=example/llm" @@ -16,12 +19,15 @@ nix run "github:juspay/services-flake?dir=example/llm"

->[!note] ->This will download about 9GB of data before launching the Web UI. You can choose a different model or no model (see below) to minimize or avoid this delay. +>[!info] +>The demo uses [`deepseek-coder-v2`](https://ollama.com/library/deepseek-coder-v2), which is 9GB. However, the default has now been changed to a smaller one: [`phi3`]. +{#default-config} ## Default configuration & models `example/llm` runs two processes [[ollama]] and [[open-webui]] - The ollama data is stored under `$HOME/.services-flake/llm/ollama`. You can change this path in `flake.nix` by setting the `dataDir` option. -- A single model ([`deepseek-coder-v2`](https://ollama.com/library/deepseek-coder-v2)) is automatically downloaded. You can modify this in `flake.nix` as well by setting the `models` option. You can also download models in the open-webui UI. +- A single model ([`phi3`]) is automatically downloaded. You can modify this in `flake.nix` as well by setting the `models` option. You can also download models in the open-webui UI. + +[`phi3`]: https://ollama.com/library/phi3 \ No newline at end of file diff --git a/example/llm/README.md b/example/llm/README.md deleted file mode 100644 index 85d34827..00000000 --- a/example/llm/README.md +++ /dev/null @@ -1,18 +0,0 @@ -# Running local LLM using ollama and open-webui - -While `services-flake` is generally used for running services in a *development* project, typically under a source code checkout, you can also write flakes to derive an end-user app which runs a group of services, which then can be run using `nix run` (or installed using `nix profile install`): - -```sh -# You can also use `nix profile install` on this URL, and run `services-flake-llm` -nix run "github:juspay/services-flake?dir=example/llm" -``` - ->[!NOTE] ->This will download about 9GB of data before launching the Web UI. You can choose a different model or no model (see below) to minimize or avoid this delay. - -## Default configuration & models - -`example/llm` runs two processes ollama and open-webui - -- The ollama data is stored under `$HOME/.services-flake/llm/ollama`. You can change this path in `flake.nix` by setting the `dataDir` option. -- A single model ([`deepseek-coder-v2`](https://ollama.com/library/deepseek-coder-v2)) is automatically downloaded. You can modify this in `flake.nix` as well by setting the `models` option. You can also download models in the open-webui UI. diff --git a/example/llm/README.md b/example/llm/README.md new file mode 120000 index 00000000..f06efc1d --- /dev/null +++ b/example/llm/README.md @@ -0,0 +1 @@ +doc/llm.md \ No newline at end of file diff --git a/example/llm/flake.nix b/example/llm/flake.nix index 4d7d2045..c7ce5582 100644 --- a/example/llm/flake.nix +++ b/example/llm/flake.nix @@ -36,7 +36,7 @@ # models manually in the UI. # # Search for the models here: https://ollama.com/library - models = [ "deepseek-coder-v2" ]; + models = [ "phi3" ]; }; # Get ChatGPT like UI, but open-source, with Open WebUI From 166cd74dfeb7b760035b646715a5c31b217f8294 Mon Sep 17 00:00:00 2001 From: shivaraj-bh Date: Wed, 3 Jul 2024 15:34:45 +0530 Subject: [PATCH 3/6] chore: Expanded intro --- doc/llm.md | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/doc/llm.md b/doc/llm.md index 8ea429e6..2c77c290 100644 --- a/doc/llm.md +++ b/doc/llm.md @@ -5,7 +5,9 @@ page: # Running local LLM using ollama and open-webui -While `services-flake` is generally used for running services in a *development* project, typically under a source code checkout, you can also write flakes to derive an end-user app which runs a group of services, which then can be run using `nix run` (or installed using `nix profile install`): +Imagine having the power to run sophisticated AI chatbots and other services right on your local machine, all with a single command and without relying on constant network access (beyond the initial model download). + +Typically used for running services in a *development* project under a source code checkout, `services-flake` also allows you to write flakes to derive an end-user app which runs a group of services, which then can be run using `nix run` (or installed using `nix profile install`): >[!note] >This will download about 2.4GB of data before launching the Web UI. You can choose a different model or no model (see [below](https://community.flake.parts/services-flake/llm#default-config)) to minimize or avoid this delay. From 08528dee6ad4f3cf39321a89e661b2ec924f94a8 Mon Sep 17 00:00:00 2001 From: Sridhar Ratnakumar Date: Wed, 3 Jul 2024 13:03:29 -0400 Subject: [PATCH 4/6] chore: edit Used Claude to rewrite some paragraphs --- doc/llm.md | 49 +++++++++++++++++++++++++++++++++++++------------ 1 file changed, 37 insertions(+), 12 deletions(-) diff --git a/doc/llm.md b/doc/llm.md index 2c77c290..167ce5e7 100644 --- a/doc/llm.md +++ b/doc/llm.md @@ -1,35 +1,60 @@ --- page: image: llm.png +template: + toc: + enable: false --- -# Running local LLM using ollama and open-webui +# Local AI chatbot -Imagine having the power to run sophisticated AI chatbots and other services right on your local machine, all with a single command and without relying on constant network access (beyond the initial model download). +The [`llm` example][source] allows you to run advanced AI chatbots and services on your own computer with just one command. Once you've downloaded the model, you can use it without needing a constant internet connection. -Typically used for running services in a *development* project under a source code checkout, `services-flake` also allows you to write flakes to derive an end-user app which runs a group of services, which then can be run using `nix run` (or installed using `nix profile install`): +> [!tip] On dev vs app mode +> +> **services-flake** provides two main uses: +> +> 1. Running services in development projects with source code access. +> 1. Creating end-user *apps* that run multiple services. +> +> Our example is based on the second use. These *apps* can be launched with `nix run` or installed using `nix profile install`. ->[!note] ->This will download about 2.4GB of data before launching the Web UI. You can choose a different model or no model (see [below](https://community.flake.parts/services-flake/llm#default-config)) to minimize or avoid this delay. +{#run} +## Running the app + +To run the local AI chatbot and launch the Web UI, ```sh # You can also use `nix profile install` on this URL, and run `services-flake-llm` nix run "github:juspay/services-flake?dir=example/llm" ``` +Before launching the Web UI, this will download the [`phi3`] model, which is about 2.4GB. To reduce or avoid this delay, you can: + +1. Choose a different model, or +2. Use no model at all + +See further below for more options. + +### Demo +
->[!info] ->The demo uses [`deepseek-coder-v2`](https://ollama.com/library/deepseek-coder-v2), which is 9GB. However, the default has now been changed to a smaller one: [`phi3`]. - {#default-config} ## Default configuration & models -`example/llm` runs two processes [[ollama]] and [[open-webui]] +The [example][source] runs two processes [[ollama]] and [[open-webui]] + +Key points: -- The ollama data is stored under `$HOME/.services-flake/llm/ollama`. You can change this path in `flake.nix` by setting the `dataDir` option. -- A single model ([`phi3`]) is automatically downloaded. You can modify this in `flake.nix` as well by setting the `models` option. You can also download models in the open-webui UI. +1. **Data storage:** + - Ollama data is stored in `$HOME/.services-flake/llm/ollama` + - To change this location, edit the `dataDir` option in `flake.nix` +2. **Model management**: + - By default, the [`phi3`] model is automatically downloaded + - To change or add models: a. Edit the `models` option in `flake.nix` b. Use the open-webui interface to download additional models. -[`phi3`]: https://ollama.com/library/phi3 \ No newline at end of file +[`phi3`]: https://ollama.com/library/phi3 +[source]: https://github.com/juspay/services-flake/tree/main/example/llm \ No newline at end of file From b9dad4c6051d5a9135757607f98abeba6c592ae4 Mon Sep 17 00:00:00 2001 From: Sridhar Ratnakumar Date: Wed, 3 Jul 2024 13:03:53 -0400 Subject: [PATCH 5/6] chore: embed image --- doc/llm.md | 2 ++ 1 file changed, 2 insertions(+) diff --git a/doc/llm.md b/doc/llm.md index 167ce5e7..da7bc6dd 100644 --- a/doc/llm.md +++ b/doc/llm.md @@ -10,6 +10,8 @@ template: The [`llm` example][source] allows you to run advanced AI chatbots and services on your own computer with just one command. Once you've downloaded the model, you can use it without needing a constant internet connection. +![[llm.png]] + > [!tip] On dev vs app mode > > **services-flake** provides two main uses: From 1f1ea2a8a360d94af8994d28e665d3fdd29a2baf Mon Sep 17 00:00:00 2001 From: Sridhar Ratnakumar Date: Wed, 3 Jul 2024 13:08:02 -0400 Subject: [PATCH 6/6] chore: readme --- example/llm/README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) mode change 120000 => 100644 example/llm/README.md diff --git a/example/llm/README.md b/example/llm/README.md deleted file mode 120000 index f06efc1d..00000000 --- a/example/llm/README.md +++ /dev/null @@ -1 +0,0 @@ -doc/llm.md \ No newline at end of file diff --git a/example/llm/README.md b/example/llm/README.md new file mode 100644 index 00000000..0f30d3c1 --- /dev/null +++ b/example/llm/README.md @@ -0,0 +1 @@ +See https://community.flake.parts/services-flake/llm

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