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                  mudasobwa
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								<p><code>v0.8.0</code> should support OpenRouter as well as local models. It was easy.</p>
<p>Could you please give it a shot when you have some spare time?</p> 
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	                  <a title="Go to post" alt="Go to post" href="https://forum.elixirforum.com/t/yoke-the-deepseek-harness-former-dsh/76497/23">Post #22</a>
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<img alt="" width="24" height="24" src="https://forum.elixirforum.com/user_avatar/forum.elixirforum.com/webofbits/48/39173_2.png" class="avatar"> webofbits:</div>
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<p>AFAIK this is why it’s not model agnostic</p>
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<p>Thanks for providing the correct answer <img src="https://forum.elixirforum.com/images/emoji/apple/slight_smile.png?v=15" title=":slight_smile:" class="emoji" alt=":slight_smile:" loading="lazy" width="20" height="20"></p>
<p>I also explicitly added the restriction to use my code connecting to OpenAI/Agnostic/Google models to LICENSE.</p> 
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								<p>I made that decision, <code>v0.9.0</code> and on are named <strong><code>yoke</code></strong> not <code>dsh</code>.</p> 
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<img alt="" width="24" height="24" src="https://forum.elixirforum.com/user_avatar/forum.elixirforum.com/mudasobwa/48/41119_2.png" class="avatar"> mudasobwa:</div>
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<p>How is that? DeepSeek is gonna sue me?</p>
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<p>There are options short of suit that might be problematic.</p>
<p>I see now it looks like you’ve changed the name.  I think that’s a good decision.</p>
<p>In any case, good luck with it.</p> 
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								<p>The transparency is what <code>yoke</code> is after. Erlang is a joy to use mostly because of the toolchain, including but not limited to <code>:observer</code>, core dump viewer, <code>:os_mon</code> etc.</p>
<p>In the latest version <code>yoke</code> got the exlorer for its internal <code>./.yoke</code> directory. Enjoy.</p>
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								<p>This looks pretty.</p>
<p>I was testing Yoke the other day (still DSH on my machine) and had Ragex running for really long time - still couldn’t have it completed. Maybe code graph/indexing could be optional or run in background? Just an idea.</p> 
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<img alt="" width="24" height="24" src="https://forum.elixirforum.com/user_avatar/forum.elixirforum.com/webofbits/48/39173_2.png" class="avatar"> webofbits:</div>
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<p>Maybe code graph/indexing could be optional or run in background?</p>
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<p>Maybe, once I figure out how to properly do that. Basically, AST-based embeddings are a killer feature alongside with AST-based analysis. It’s incremental and should be very long only once and only on CPU. In the meanwhile you might compile <code>yoke</code> yourself with custom configs:</p>
<h4><a name="p-393895-h-1-how-to-disable-models-embeddings-1" class="anchor" href="#p-393895-h-1-how-to-disable-models-embeddings-1" aria-label="Heading link" rel="nofollow"></a>1. How to Disable Models / Embeddings</h4>
<p>• Config Option (<code>:skip_bumblebee</code>): Set <code>config :ragex, skip_bumblebee: true</code> in <code>yoke</code>’s application configuration. This skips starting bumblebee.ex and vector_store.ex, saving GPU memory and ~500MB+ RAM.<br>
• Analysis Option: When running directory analysis or SCIP ingestion, pass <code>generate_embeddings: false</code> (or <code>skip_embeddings: true</code>).<br>
• Automatic Fallback for Light Builds: If ML dependencies (bumblebee, nx, exla) are omitted from the build (e.g. for standalone CLI binaries or <code>mix escript.build</code>), Ragex automatically detects that BumblebeeEmbeddings.available?() is false and gracefully bypasses vector store startup without crashing.</p>
<h4><a name="p-393895-h-2-features-that-work-without-models-embeddings-2" class="anchor" href="#p-393895-h-2-features-that-work-without-models-embeddings-2" aria-label="Heading link" rel="nofollow"></a>2. Features That Work WITHOUT Models / Embeddings</h4>
<p>The majority of Ragex’s code analysis and navigation tools function completely independently of vector embeddings:</p>
<p>• Precise Code Navigation (SCIP): Symbol resolution, go-to-definition, and caller lookup (find_callers).<br>
• Graph &amp; Topology Analysis: Structural graph queries (query_graph), path finding (find_paths), centrality analysis (betweenness_centrality, closeness_centrality), and community detection (detect_communities).<br>
• MetaAST Pattern Search: Cross-language structural AST pattern matching (find_metaast_pattern, metaast_search).<br>
• Code Quality &amp; Code Smell Detection: detect_smells, find_dead_code, analyze_quality, quality_report, coupling_report, find_circular_dependencies.<br>
• Security &amp; Secret Scanning: scan_security, check_secrets, security_audit.<br>
• Git &amp; History Analysis: git_blame, git_history, co_change_analysis, and file watcher auto-reindexing.<br>
• Refactoring &amp; Editing: edit_file, validate_edit, rollback_edit, refactor_code, preview_refactor.</p>
<h4><a name="p-393895-h-3-impacted-features-3" class="anchor" href="#p-393895-h-3-impacted-features-3" aria-label="Heading link" rel="nofollow"></a>3. Impacted Features:</h4>
<p>• <code>semantic_search</code>: Requires vector embeddings. If embeddings are disabled, calling semantic_search will return a message indicating the embedding model is not active.<br>
• <code>hybrid_search</code>: Combines vector similarity with graph traversal. When running without embeddings, search relies on structural AST lookups (metaast_search)<br>
and direct SCIP graph queries instead.</p> 
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								<p>Justo to give you some feedback: I’ve tried to install it, I have gotten multiple errors  related to Bumblebee and Openrouter auth, but I don’t have time to debug them currently… Once I find out how to do it I’ll submit a PR</p> 
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                  mudasobwa
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									<span>Creator of Cure</span>
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								<p>There is no need for PR, copy-paste of errors would be fine.</p> 
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	                  <a title="Go to post" alt="Go to post" href="https://forum.elixirforum.com/t/yoke-the-deepseek-harness-former-dsh/76497/31">Post #30</a>
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