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| <head> | ||
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| <title>AI Workflows for FOLIO - Edge AI Module</title> | ||
| <title>AI Workflows for FOLIO - Edge AI Module and AI Workflows</title> | ||
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@@ -21,27 +21,47 @@ <h3>23 September 2024</h3> | |
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| <div class="row"> | ||
| <article class="col-9"> | ||
| <h1>Edge AI Module</h1> | ||
| <p>The FOLIO <a href="https://github.com/foliolabs/edge-ai">Edge AI Module</a> provides a set of | ||
| <h1>Edge AI Module and AI Workflows</h1> | ||
| <p>The FOLIO <a href="https://github.com/folio-labs/edge-ai">Edge AI Module</a> provides a set of | ||
| API endpoints for different FOLIO modules. This backend model supports the following | ||
| Generative AI services:</p> | ||
| <ul> | ||
| <li>OpenAI's ChatGPT (requires an API token)</li> | ||
| <li>Anthropic Claude (requires an API token)</li> | ||
| <li>Google Gemini (requires an API token)</li> | ||
| <li>Locally hosted Llama model (through a hosted <a href="">GPT4ALL</a> instance)</li> | ||
| <li>Locally hosted Llama model (through a hosted <a href="">GPT4ALL</a> or <a href="https://github.com/ggerganov/llama.cpp">LLaMA.cpp</a> instance)</li> | ||
| </ul> | ||
| <h2>Existing API endpoints</h2> | ||
| <h3>Inventory</h3> | ||
| <p>Most of the development so far on <a href="https://github.com/folio-labs/edge-ai">edge-ai</a> has been supporting the requirements from the | ||
| <a href="https://github.com/folio-labs/ai-workflows/wiki/Automated-Metadata-Generation-Enrichment">Automated Metadata Generation Enrichment</a> | ||
| use-case. </p> | ||
| <h3>Circulation</h3> | ||
| <h3>Finance</h3> | ||
| <h2>AI Workflows</h2> | ||
| <p>The <a href="https://github.com/folio-labs/ai-workflows">ai-workflows</a> is a proof-of-concept open-source repository that </p> | ||
| <h3>What about mod-workflow?</h3> | ||
| <p>There is nothing that would prevent <a href="https://github.com/folio-labs/edge-ai">edge-ai</a> to use the new [mod-workflows][MOD_WRKFLW] | ||
| module in FOLIO once it is available for use and release. The current Directed Acyclic Graphs (DAGs) in | ||
| <a href="https://github.com/folio-labs/ai-workflows">ai-workflows</a> are simple enough that could be ported to [mod-workflows][MOD_WRKFLW] directly.</p> | ||
| <p>Where the <a href="https://github.com/folio-labs/ai-workflows">ai-workflows</a> is positioned to support more complex DAGs and other features beyond | ||
| <a href="https://github.com/folio-labs/edge-ai">edge-ai</a> and the planned functionality of [mod-workflows][MOD_WRKFLW] and should be able to | ||
| compliment and support both. </p> | ||
| <h2>Connection to FOLIO AI Use-cases</h2> | ||
| <p>From the edge-ai's use-cases hosted in the repository's wiki, a set of requirements are | ||
| being formulated (thank-you for help!) and will help prioritize the development of edge-ai.</p> | ||
| being formulated (thank-you for help!) and will help prioritize the development of <a href="https://github.com/folio-labs/edge-ai">edge-ai</a>.</p> | ||
| <h2>TODO</h2> | ||
| <ul> | ||
| <li>Automate the deployment of the <a href="https://github.com/folio-labs/edge-ai">edge-ai</a> to a FOLIO environment API service, | ||
| either <a href="https://github.com/folio-org/okapi">Okapi</a> or <a href="https://konghq.com/">Kong</a></li> | ||
| <li>Increase Unit test coverage</li> | ||
| <li>Add Integration Tests</li> | ||
| </ul> | ||
| <p>[MOD_WRKFLW]: </p> | ||
| </article> | ||
| <div class="col-3"> | ||
| <h4>Navigation</h4> | ||
| <ol><li><a href="/wolfcon-2024-ai-workshop/intro-pre-conference/index.html">Introduction to WOLFcon AI Pre-conference Workshop</a></li><li><a href="/wolfcon-2024-ai-workshop/types-of-ai-ml-relevant-to-libraries/index.html">General Overview of AI and Machine Learning for Libraries</a></li><li><a href="/wolfcon-2024-ai-workshop/ethical-considerations-ai-ml-for-libraries/index.html">Ethical Considerations on using AI and Machine Learning for Libraries</a></li><li><a href="/wolfcon-2024-ai-workshop/exploring-llms/index.html">Exploring Large Language Models</a></li><li><a href="/wolfcon-2024-ai-workshop/folio-ai-use-cases/index.html">FOLIO AI Use Cases</a></li><li><a href="/wolfcon-2024-ai-workshop/next-steps-for-adopting-ai-and-ml-in-folio/index.html">Next Steps for Adopting AI and Machine Learning in FOLIO</a><ul><li><strong>Edge AI Module</strong></li><li><a href="conclusion.html">Concluding Discussion</a></li></ul></li><li><a href="/wolfcon-2024-ai-workshop/recommended-resources-for-further-learning/index.html">Recommended Resources for Further Learning</a></li></ol> | ||
| <ol><li><a href="/wolfcon-2024-ai-workshop/intro-pre-conference/index.html">Introduction to WOLFcon AI Pre-conference Workshop</a></li><li><a href="/wolfcon-2024-ai-workshop/types-of-ai-ml-relevant-to-libraries/index.html">General Overview of AI and Machine Learning for Libraries</a></li><li><a href="/wolfcon-2024-ai-workshop/ethical-considerations-ai-ml-for-libraries/index.html">Ethical Considerations on using AI and Machine Learning for Libraries</a></li><li><a href="/wolfcon-2024-ai-workshop/exploring-llms/index.html">Exploring Large Language Models</a></li><li><a href="/wolfcon-2024-ai-workshop/folio-ai-use-cases/index.html">FOLIO AI Use Cases</a></li><li><a href="/wolfcon-2024-ai-workshop/next-steps-for-adopting-ai-and-ml-in-folio/index.html">Next Steps for Adopting AI and Machine Learning in FOLIO</a><ul><li><a href="edge-ai.html">Edge AI Module</a></li><li><a href="conclusion.html">Concluding Discussion</a></li></ul></li><li><a href="/wolfcon-2024-ai-workshop/recommended-resources-for-further-learning/index.html">Recommended Resources for Further Learning</a></li></ol> | ||
| </div> | ||
| </div> | ||
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| @@ -1,24 +1,51 @@ | ||
| # Edge AI Module | ||
| # Edge AI Module and AI Workflows | ||
|
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||
| The FOLIO [Edge AI Module](https://github.com/foliolabs/edge-ai) provides a set of | ||
| The FOLIO [Edge AI Module][EDGE_AI] provides a set of | ||
| API endpoints for different FOLIO modules. This backend model supports the following | ||
| Generative AI services: | ||
|
|
||
| - OpenAI's ChatGPT (requires an API token) | ||
| - Anthropic Claude (requires an API token) | ||
| - Google Gemini (requires an API token) | ||
| - Locally hosted Llama model (through a hosted [GPT4ALL]() instance) | ||
| - Locally hosted Llama model (through a hosted [GPT4ALL]() or [LLaMA.cpp](https://github.com/ggerganov/llama.cpp) instance) | ||
|
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||
| ## Existing API endpoints | ||
|
|
||
| ### Inventory | ||
| Most of the development so far on [edge-ai][EDGE_AI] has been supporting the requirements from the | ||
| [Automated Metadata Generation Enrichment](https://github.com/folio-labs/ai-workflows/wiki/Automated-Metadata-Generation-Enrichment) | ||
| use-case. | ||
|
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| ### Circulation | ||
|
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| ### Finance | ||
|
|
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| ## AI Workflows | ||
| The [ai-workflows][AI_WRKFLW] is a proof-of-concept open-source repository that | ||
|
|
||
| ### What about mod-workflow? | ||
| There is nothing that would prevent [edge-ai][EDGE_AI] to use the new [mod-workflows][MOD_WRKFLW] | ||
| module in FOLIO once it is available for use and release. The current Directed Acyclic Graphs (DAGs) in | ||
| [ai-workflows][AI_WRKFLW] are simple enough that could be ported to [mod-workflows][MOD_WRKFLW] directly. | ||
|
|
||
| Where the [ai-workflows][AI_WRKFLW] is positioned to support more complex DAGs and other features beyond | ||
| [edge-ai][EDGE_AI] and the planned functionality of [mod-workflows][MOD_WRKFLW] and should be able to | ||
| compliment and support both. | ||
|
|
||
| ## Connection to FOLIO AI Use-cases | ||
| From the edge-ai's use-cases hosted in the repository's wiki, a set of requirements are | ||
| being formulated (thank-you for help!) and will help prioritize the development of edge-ai. | ||
| being formulated (thank-you for help!) and will help prioritize the development of [edge-ai][EDGE_AI]. | ||
|
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||
|
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||
|
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| ## TODO | ||
| - Automate the deployment of the [edge-ai][EDGE_AI] to a FOLIO environment API service, | ||
| either [Okapi][OKAPI] or [Kong][KONG] | ||
| - Increase Unit test coverage | ||
| - Add Integration Tests | ||
|
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| [AI_WRKFLW]: https://github.com/folio-labs/ai-workflows | ||
| [EDGE_AI]: https://github.com/folio-labs/edge-ai | ||
| [KONG]: https://konghq.com/ | ||
| [MOD_WRKFLW]: | ||
| [OKAPI]: https://github.com/folio-org/okapi |